{"data": [{"Ag": 0.129, "Au": 0, "Cd": 0, "Cu": 0.083, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.788, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 38631.32, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.125-Cu-0.125-Pd-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.125-Cu-0.125-Pd-0.75", "voltage_mean": 2.466666666666667, "voltage_std": 0.12096831541082693, "xrf composition": "Ag-0.129-Cu-0.083-Pd-0.788"}, {"Ag": 0.129, "Au": 0, "Cd": 0, "Cu": 0.083, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.788, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 38631.32, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 42.51, "fe_co_std": 4.21, "fe_gas_total_mean": 85.3, "fe_gas_total_std": 2.16, "fe_h2_mean": 42.78, "fe_h2_std": 6.32, "fe_liquid_mean": 14.7, "fe_liquid_std": 2.16, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 130.2, "max_partial_current_gas_total_mean": 238.88, "max_partial_current_h2_mean": 169.74, "max_partial_current_liquid_mean": 61.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.26, "partial_current_co_std": 2.11, "partial_current_gas_total_mean": 42.65, "partial_current_gas_total_std": 1.08, "partial_current_h2_mean": 21.39, "partial_current_h2_std": 3.16, "partial_current_liquid_mean": 7.35, "partial_current_liquid_std": 1.08, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.125-Cu-0.125-Pd-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.125-Cu-0.125-Pd-0.75", "voltage_mean": 2.86, "voltage_std": 0.10440306508910542, "xrf composition": "Ag-0.129-Cu-0.083-Pd-0.788"}, {"Ag": 0.129, "Au": 0, "Cd": 0, "Cu": 0.083, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.788, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 38631.32, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 55.95, "fe_co_std": 3.57, "fe_gas_total_mean": 87.04, "fe_gas_total_std": 2.09, "fe_h2_mean": 31.08, "fe_h2_std": 3.39, "fe_liquid_mean": 12.96, "fe_liquid_std": 2.09, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 130.2, "max_partial_current_gas_total_mean": 238.88, "max_partial_current_h2_mean": 169.74, "max_partial_current_liquid_mean": 61.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 55.95, "partial_current_co_std": 3.57, "partial_current_gas_total_mean": 87.04, "partial_current_gas_total_std": 2.09, "partial_current_h2_mean": 31.08, "partial_current_h2_std": 3.39, "partial_current_liquid_mean": 12.96, "partial_current_liquid_std": 2.09, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.125-Cu-0.125-Pd-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.125-Cu-0.125-Pd-0.75", "voltage_mean": 3.16, "voltage_std": 0.09848857801796106, "xrf composition": "Ag-0.129-Cu-0.083-Pd-0.788"}, {"Ag": 0.129, "Au": 0, "Cd": 0, "Cu": 0.083, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.788, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 38631.32, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 62.03, "fe_co_std": 4.03, "fe_gas_total_mean": 91.19, "fe_gas_total_std": 2.01, "fe_h2_mean": 29.15, "fe_h2_std": 2.01, "fe_liquid_mean": 8.81, "fe_liquid_std": 2.01, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 130.2, "max_partial_current_gas_total_mean": 238.88, "max_partial_current_h2_mean": 169.74, "max_partial_current_liquid_mean": 61.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 93.04, "partial_current_co_std": 6.04, "partial_current_gas_total_mean": 136.78, "partial_current_gas_total_std": 3.02, "partial_current_h2_mean": 43.72, "partial_current_h2_std": 3.02, "partial_current_liquid_mean": 13.22, "partial_current_liquid_std": 3.02, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.125-Cu-0.125-Pd-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.125-Cu-0.125-Pd-0.75", "voltage_mean": 3.3233333333333337, "voltage_std": 0.14571661996262925, "xrf composition": "Ag-0.129-Cu-0.083-Pd-0.788"}, {"Ag": 0.129, "Au": 0, "Cd": 0, "Cu": 0.083, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.788, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 38631.32, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 65.1, "fe_co_std": 4.86, "fe_gas_total_mean": 89.85, "fe_gas_total_std": 6.01, "fe_h2_mean": 24.73, "fe_h2_std": 1.58, "fe_liquid_mean": 10.15, "fe_liquid_std": 6.01, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 130.2, "max_partial_current_gas_total_mean": 238.88, "max_partial_current_h2_mean": 169.74, "max_partial_current_liquid_mean": 61.12, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 130.2, "partial_current_co_std": 9.71, "partial_current_gas_total_mean": 179.69, "partial_current_gas_total_std": 12.03, "partial_current_h2_mean": 49.46, "partial_current_h2_std": 3.16, "partial_current_liquid_mean": 20.31, "partial_current_liquid_std": 12.03, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.125-Cu-0.125-Pd-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.125-Cu-0.125-Pd-0.75", "voltage_mean": 3.4766666666666666, "voltage_std": 0.14977761292440653, "xrf composition": "Ag-0.129-Cu-0.083-Pd-0.788"}, {"Ag": 0.129, "Au": 0, "Cd": 0, "Cu": 0.083, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.788, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 38631.32, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 23.01, "fe_co_std": 2.84, "fe_gas_total_mean": 79.63, "fe_gas_total_std": 5.01, "fe_h2_mean": 56.58, "fe_h2_std": 7.54, "fe_liquid_mean": 20.37, "fe_liquid_std": 5.01, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 130.2, "max_partial_current_gas_total_mean": 238.88, "max_partial_current_h2_mean": 169.74, "max_partial_current_liquid_mean": 61.12, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 69.03, "partial_current_co_std": 8.53, "partial_current_gas_total_mean": 238.88, "partial_current_gas_total_std": 15.03, "partial_current_h2_mean": 169.74, "partial_current_h2_std": 22.62, "partial_current_liquid_mean": 61.12, "partial_current_liquid_std": 15.03, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.125-Cu-0.125-Pd-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.125-Cu-0.125-Pd-0.75", "voltage_mean": 3.623333333333333, "voltage_std": 0.13576941236277532, "xrf composition": "Ag-0.129-Cu-0.083-Pd-0.788"}, {"Ag": 0.205, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.795, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 37752.86, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.2-Pd-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.2-Pd-0.8", "voltage_mean": 2.4566666666666666, "voltage_std": 0.040414518843273815, "xrf composition": "Ag-0.205-Pd-0.795"}, {"Ag": 0.205, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.795, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 37752.86, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 27.04, "fe_co_std": 8.03, "fe_gas_total_mean": 81.22, "fe_gas_total_std": 0.59, "fe_h2_mean": 54.14, "fe_h2_std": 7.68, "fe_liquid_mean": 18.78, "fe_liquid_std": 0.59, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 41.58, "max_partial_current_gas_total_mean": 236.83, "max_partial_current_h2_mean": 226.77, "max_partial_current_liquid_mean": 63.17, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.52, "partial_current_co_std": 4.01, "partial_current_gas_total_mean": 40.61, "partial_current_gas_total_std": 0.3, "partial_current_h2_mean": 27.07, "partial_current_h2_std": 3.84, "partial_current_liquid_mean": 9.39, "partial_current_liquid_std": 0.3, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.2-Pd-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.2-Pd-0.8", "voltage_mean": 2.9966666666666666, "voltage_std": 0.05859465277082312, "xrf composition": "Ag-0.205-Pd-0.795"}, {"Ag": 0.205, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.795, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 37752.86, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 30.08, "fe_co_std": 6.92, "fe_gas_total_mean": 81.18, "fe_gas_total_std": 3.86, "fe_h2_mean": 51.05, "fe_h2_std": 9.83, "fe_liquid_mean": 18.82, "fe_liquid_std": 3.86, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 41.58, "max_partial_current_gas_total_mean": 236.83, "max_partial_current_h2_mean": 226.77, "max_partial_current_liquid_mean": 63.17, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 30.08, "partial_current_co_std": 6.92, "partial_current_gas_total_mean": 81.18, "partial_current_gas_total_std": 3.86, "partial_current_h2_mean": 51.05, "partial_current_h2_std": 9.83, "partial_current_liquid_mean": 18.82, "partial_current_liquid_std": 3.86, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.2-Pd-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.2-Pd-0.8", "voltage_mean": 3.3366666666666664, "voltage_std": 0.035118845842842604, "xrf composition": "Ag-0.205-Pd-0.795"}, {"Ag": 0.205, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.795, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 37752.86, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 27.72, "fe_co_std": 4.39, "fe_gas_total_mean": 82.27, "fe_gas_total_std": 5.44, "fe_h2_mean": 54.47, "fe_h2_std": 8.42, "fe_liquid_mean": 17.73, "fe_liquid_std": 5.44, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 41.58, "max_partial_current_gas_total_mean": 236.83, "max_partial_current_h2_mean": 226.77, "max_partial_current_liquid_mean": 63.17, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 41.58, "partial_current_co_std": 6.59, "partial_current_gas_total_mean": 123.4, "partial_current_gas_total_std": 8.17, "partial_current_h2_mean": 81.7, "partial_current_h2_std": 12.62, "partial_current_liquid_mean": 26.6, "partial_current_liquid_std": 8.17, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.2-Pd-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.2-Pd-0.8", "voltage_mean": 3.513333333333333, "voltage_std": 0.06429100507328622, "xrf composition": "Ag-0.205-Pd-0.795"}, {"Ag": 0.205, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.795, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 37752.86, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 11.11, "fe_co_std": 2.44, "fe_gas_total_mean": 85.73, "fe_gas_total_std": 1.34, "fe_h2_mean": 74.55, "fe_h2_std": 2.62, "fe_liquid_mean": 14.27, "fe_liquid_std": 1.34, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 41.58, "max_partial_current_gas_total_mean": 236.83, "max_partial_current_h2_mean": 226.77, "max_partial_current_liquid_mean": 63.17, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 22.21, "partial_current_co_std": 4.88, "partial_current_gas_total_mean": 171.46, "partial_current_gas_total_std": 2.69, "partial_current_h2_mean": 149.1, "partial_current_h2_std": 5.25, "partial_current_liquid_mean": 28.54, "partial_current_liquid_std": 2.69, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.2-Pd-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.2-Pd-0.8", "voltage_mean": 3.643333333333333, "voltage_std": 0.05507570547286118, "xrf composition": "Ag-0.205-Pd-0.795"}, {"Ag": 0.205, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.795, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 37752.86, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 3.31, "fe_co_std": 0.48, "fe_gas_total_mean": 78.94, "fe_gas_total_std": 9.46, "fe_h2_mean": 75.59, "fe_h2_std": 9.92, "fe_liquid_mean": 21.06, "fe_liquid_std": 9.46, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 41.58, "max_partial_current_gas_total_mean": 236.83, "max_partial_current_h2_mean": 226.77, "max_partial_current_liquid_mean": 63.17, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 9.92, "partial_current_co_std": 1.45, "partial_current_gas_total_mean": 236.83, "partial_current_gas_total_std": 28.38, "partial_current_h2_mean": 226.77, "partial_current_h2_std": 29.75, "partial_current_liquid_mean": 63.17, "partial_current_liquid_std": 28.38, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.2-Pd-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.2-Pd-0.8", "voltage_mean": 3.7566666666666664, "voltage_std": 0.0503322295684718, "xrf composition": "Ag-0.205-Pd-0.795"}, {"Ag": 0.335, "Au": 0, "Cd": 0, "Cu": 0.308, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.357, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19749.93, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.222-Cu-0.333-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.222-Cu-0.333-Pd-0.444", "voltage_mean": 2.57, "voltage_std": 0.034641016151377706, "xrf composition": "Ag-0.335-Cu-0.308-Pd-0.357"}, {"Ag": 0.335, "Au": 0, "Cd": 0, "Cu": 0.308, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.357, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19749.93, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 6.02, "fe_co_std": 1.45, "fe_gas_total_mean": 85.28, "fe_gas_total_std": 6.43, "fe_h2_mean": 79.25, "fe_h2_std": 7.72, "fe_liquid_mean": 14.72, "fe_liquid_std": 6.43, "max_partial_current_c2h4_mean": 0.84, "max_partial_current_ch4_mean": 1.32, "max_partial_current_co_mean": 82.94, "max_partial_current_gas_total_mean": 268.68, "max_partial_current_h2_mean": 213.24, "max_partial_current_liquid_mean": 31.32, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 3.01, "partial_current_co_std": 0.72, "partial_current_gas_total_mean": 42.64, "partial_current_gas_total_std": 3.21, "partial_current_h2_mean": 39.62, "partial_current_h2_std": 3.86, "partial_current_liquid_mean": 7.36, "partial_current_liquid_std": 3.21, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.222-Cu-0.333-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.222-Cu-0.333-Pd-0.444", "voltage_mean": 2.89, "voltage_std": 0.04582575694955837, "xrf composition": "Ag-0.335-Cu-0.308-Pd-0.357"}, {"Ag": 0.335, "Au": 0, "Cd": 0, "Cu": 0.308, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.357, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19749.93, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 19.67, "fe_co_std": 9.76, "fe_gas_total_mean": 96.04, "fe_gas_total_std": 11.11, "fe_h2_mean": 76.36, "fe_h2_std": 5.42, "fe_liquid_mean": 3.96, "fe_liquid_std": 11.11, "max_partial_current_c2h4_mean": 0.84, "max_partial_current_ch4_mean": 1.32, "max_partial_current_co_mean": 82.94, "max_partial_current_gas_total_mean": 268.68, "max_partial_current_h2_mean": 213.24, "max_partial_current_liquid_mean": 31.32, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 19.67, "partial_current_co_std": 9.76, "partial_current_gas_total_mean": 96.04, "partial_current_gas_total_std": 11.11, "partial_current_h2_mean": 76.36, "partial_current_h2_std": 5.42, "partial_current_liquid_mean": 3.96, "partial_current_liquid_std": 11.11, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.222-Cu-0.333-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.222-Cu-0.333-Pd-0.444", "voltage_mean": 3.2566666666666664, "voltage_std": 0.06658328118479363, "xrf composition": "Ag-0.335-Cu-0.308-Pd-0.357"}, {"Ag": 0.335, "Au": 0, "Cd": 0, "Cu": 0.308, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.357, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19749.93, "current density": 150, "fe_c2h4_mean": 0.09, "fe_c2h4_std": 0.13, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.03, "fe_co_mean": 37.68, "fe_co_std": 19.52, "fe_gas_total_mean": 98.54, "fe_gas_total_std": 13.85, "fe_h2_mean": 60.73, "fe_h2_std": 12.46, "fe_liquid_mean": 1.46, "fe_liquid_std": 13.85, "max_partial_current_c2h4_mean": 0.84, "max_partial_current_ch4_mean": 1.32, "max_partial_current_co_mean": 82.94, "max_partial_current_gas_total_mean": 268.68, "max_partial_current_h2_mean": 213.24, "max_partial_current_liquid_mean": 31.32, "partial_current_c2h4_mean": 0.13, "partial_current_c2h4_std": 0.2, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 56.52, "partial_current_co_std": 29.28, "partial_current_gas_total_mean": 147.8, "partial_current_gas_total_std": 20.78, "partial_current_h2_mean": 91.1, "partial_current_h2_std": 18.69, "partial_current_liquid_mean": 2.2, "partial_current_liquid_std": 20.78, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.222-Cu-0.333-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.222-Cu-0.333-Pd-0.444", "voltage_mean": 3.453333333333333, "voltage_std": 0.06110100926607798, "xrf composition": "Ag-0.335-Cu-0.308-Pd-0.357"}, {"Ag": 0.335, "Au": 0, "Cd": 0, "Cu": 0.308, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.357, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19749.93, "current density": 200, "fe_c2h4_mean": 0.31, "fe_c2h4_std": 0.44, "fe_ch4_mean": 0.18, "fe_ch4_std": 0.27, "fe_co_mean": 41.47, "fe_co_std": 24.13, "fe_gas_total_mean": 92.82, "fe_gas_total_std": 5.69, "fe_h2_mean": 50.85, "fe_h2_std": 23.81, "fe_liquid_mean": 7.18, "fe_liquid_std": 5.69, "max_partial_current_c2h4_mean": 0.84, "max_partial_current_ch4_mean": 1.32, "max_partial_current_co_mean": 82.94, "max_partial_current_gas_total_mean": 268.68, "max_partial_current_h2_mean": 213.24, "max_partial_current_liquid_mean": 31.32, "partial_current_c2h4_mean": 0.62, "partial_current_c2h4_std": 0.89, "partial_current_ch4_mean": 0.37, "partial_current_ch4_std": 0.53, "partial_current_co_mean": 82.94, "partial_current_co_std": 48.25, "partial_current_gas_total_mean": 185.64, "partial_current_gas_total_std": 11.38, "partial_current_h2_mean": 101.7, "partial_current_h2_std": 47.62, "partial_current_liquid_mean": 14.36, "partial_current_liquid_std": 11.38, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.222-Cu-0.333-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.222-Cu-0.333-Pd-0.444", "voltage_mean": 3.6300000000000003, "voltage_std": 0.0888819441731559, "xrf composition": "Ag-0.335-Cu-0.308-Pd-0.357"}, {"Ag": 0.335, "Au": 0, "Cd": 0, "Cu": 0.308, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.357, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19749.93, "current density": 300, "fe_c2h4_mean": 0.28, "fe_c2h4_std": 0.25, "fe_ch4_mean": 0.44, "fe_ch4_std": 0.57, "fe_co_mean": 17.75, "fe_co_std": 8.03, "fe_gas_total_mean": 89.56, "fe_gas_total_std": 12.87, "fe_h2_mean": 71.08, "fe_h2_std": 17.06, "fe_liquid_mean": 10.44, "fe_liquid_std": 12.87, "max_partial_current_c2h4_mean": 0.84, "max_partial_current_ch4_mean": 1.32, "max_partial_current_co_mean": 82.94, "max_partial_current_gas_total_mean": 268.68, "max_partial_current_h2_mean": 213.24, "max_partial_current_liquid_mean": 31.32, "partial_current_c2h4_mean": 0.84, "partial_current_c2h4_std": 0.74, "partial_current_ch4_mean": 1.32, "partial_current_ch4_std": 1.72, "partial_current_co_mean": 53.26, "partial_current_co_std": 24.09, "partial_current_gas_total_mean": 268.68, "partial_current_gas_total_std": 38.62, "partial_current_h2_mean": 213.24, "partial_current_h2_std": 51.18, "partial_current_liquid_mean": 31.32, "partial_current_liquid_std": 38.62, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.222-Cu-0.333-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.222-Cu-0.333-Pd-0.444", "voltage_mean": 3.83, "voltage_std": 0.03605551275463976, "xrf composition": "Ag-0.335-Cu-0.308-Pd-0.357"}, {"Ag": 0.243, "Au": 0.387, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.37, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 82839.19, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 2.5233333333333334, "voltage_std": 0.050332229568471464, "xrf composition": "Ag-0.243-Au-0.387-Pd-0.37"}, {"Ag": 0.243, "Au": 0.387, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.37, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 82839.19, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 46.53, "fe_co_std": 15.31, "fe_gas_total_mean": 94.01, "fe_gas_total_std": 16.09, "fe_h2_mean": 47.48, "fe_h2_std": 1.68, "fe_liquid_mean": 5.99, "fe_liquid_std": 16.09, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 90.03, "max_partial_current_gas_total_mean": 289.46, "max_partial_current_h2_mean": 240.83, "max_partial_current_liquid_mean": 10.54, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.26, "partial_current_co_std": 7.66, "partial_current_gas_total_mean": 47.01, "partial_current_gas_total_std": 8.05, "partial_current_h2_mean": 23.74, "partial_current_h2_std": 0.84, "partial_current_liquid_mean": 2.99, "partial_current_liquid_std": 8.05, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 2.9066666666666667, "voltage_std": 0.06350852961085864, "xrf composition": "Ag-0.243-Au-0.387-Pd-0.37"}, {"Ag": 0.243, "Au": 0.387, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.37, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 82839.19, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 52.58, "fe_co_std": 10.23, "fe_gas_total_mean": 97.05, "fe_gas_total_std": 11.69, "fe_h2_mean": 44.46, "fe_h2_std": 1.49, "fe_liquid_mean": 2.95, "fe_liquid_std": 11.69, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 90.03, "max_partial_current_gas_total_mean": 289.46, "max_partial_current_h2_mean": 240.83, "max_partial_current_liquid_mean": 10.54, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 52.58, "partial_current_co_std": 10.23, "partial_current_gas_total_mean": 97.05, "partial_current_gas_total_std": 11.69, "partial_current_h2_mean": 44.46, "partial_current_h2_std": 1.49, "partial_current_liquid_mean": 2.95, "partial_current_liquid_std": 11.69, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 3.2099999999999995, "voltage_std": 0.07810249675906641, "xrf composition": "Ag-0.243-Au-0.387-Pd-0.37"}, {"Ag": 0.243, "Au": 0.387, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.37, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 82839.19, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 53.74, "fe_co_std": 7.84, "fe_gas_total_mean": 95.92, "fe_gas_total_std": 16.39, "fe_h2_mean": 42.16, "fe_h2_std": 8.79, "fe_liquid_mean": 4.08, "fe_liquid_std": 16.39, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 90.03, "max_partial_current_gas_total_mean": 289.46, "max_partial_current_h2_mean": 240.83, "max_partial_current_liquid_mean": 10.54, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 80.6, "partial_current_co_std": 11.77, "partial_current_gas_total_mean": 143.88, "partial_current_gas_total_std": 24.59, "partial_current_h2_mean": 63.24, "partial_current_h2_std": 13.19, "partial_current_liquid_mean": 6.12, "partial_current_liquid_std": 24.59, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 3.42, "voltage_std": 0.10440306508910564, "xrf composition": "Ag-0.243-Au-0.387-Pd-0.37"}, {"Ag": 0.243, "Au": 0.387, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.37, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 82839.19, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 45.01, "fe_co_std": 7.66, "fe_gas_total_mean": 96.45, "fe_gas_total_std": 12.45, "fe_h2_mean": 51.4, "fe_h2_std": 18.96, "fe_liquid_mean": 3.55, "fe_liquid_std": 12.45, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 90.03, "max_partial_current_gas_total_mean": 289.46, "max_partial_current_h2_mean": 240.83, "max_partial_current_liquid_mean": 10.54, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 90.03, "partial_current_co_std": 15.33, "partial_current_gas_total_mean": 192.9, "partial_current_gas_total_std": 24.91, "partial_current_h2_mean": 102.81, "partial_current_h2_std": 37.92, "partial_current_liquid_mean": 7.1, "partial_current_liquid_std": 24.91, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 3.5933333333333337, "voltage_std": 0.12858201014657283, "xrf composition": "Ag-0.243-Au-0.387-Pd-0.37"}, {"Ag": 0.243, "Au": 0.387, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.37, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 82839.19, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 16.18, "fe_co_std": 13.95, "fe_gas_total_mean": 96.49, "fe_gas_total_std": 8.56, "fe_h2_mean": 80.28, "fe_h2_std": 14.08, "fe_liquid_mean": 3.51, "fe_liquid_std": 8.56, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 90.03, "max_partial_current_gas_total_mean": 289.46, "max_partial_current_h2_mean": 240.83, "max_partial_current_liquid_mean": 10.54, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 48.55, "partial_current_co_std": 41.84, "partial_current_gas_total_mean": 289.46, "partial_current_gas_total_std": 25.68, "partial_current_h2_mean": 240.83, "partial_current_h2_std": 42.24, "partial_current_liquid_mean": 10.54, "partial_current_liquid_std": 25.68, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 3.7733333333333334, "voltage_std": 0.04041451884327387, "xrf composition": "Ag-0.243-Au-0.387-Pd-0.37"}, {"Ag": 0.384, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.616, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 29538.09, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.333-Pd-0.667", "voltage_mean": 2.48, "voltage_std": 0.05567764362829998, "xrf composition": "Ag-0.384-Pd-0.616"}, {"Ag": 0.384, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.616, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 29538.09, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 50.34, "fe_co_std": 3.14, "fe_gas_total_mean": 89.79, "fe_gas_total_std": 3.14, "fe_h2_mean": 39.44, "fe_h2_std": 2.17, "fe_liquid_mean": 10.21, "fe_liquid_std": 3.14, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 137.41, "max_partial_current_gas_total_mean": 259.91, "max_partial_current_h2_mean": 141.75, "max_partial_current_liquid_mean": 40.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.17, "partial_current_co_std": 1.57, "partial_current_gas_total_mean": 44.9, "partial_current_gas_total_std": 1.57, "partial_current_h2_mean": 19.72, "partial_current_h2_std": 1.09, "partial_current_liquid_mean": 5.1, "partial_current_liquid_std": 1.57, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.333-Pd-0.667", "voltage_mean": 2.973333333333333, "voltage_std": 0.06506407098647685, "xrf composition": "Ag-0.384-Pd-0.616"}, {"Ag": 0.384, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.616, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 29538.09, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 64.62, "fe_co_std": 2.97, "fe_gas_total_mean": 94.23, "fe_gas_total_std": 3.13, "fe_h2_mean": 29.61, "fe_h2_std": 3.24, "fe_liquid_mean": 5.77, "fe_liquid_std": 3.13, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 137.41, "max_partial_current_gas_total_mean": 259.91, "max_partial_current_h2_mean": 141.75, "max_partial_current_liquid_mean": 40.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 64.62, "partial_current_co_std": 2.97, "partial_current_gas_total_mean": 94.23, "partial_current_gas_total_std": 3.13, "partial_current_h2_mean": 29.61, "partial_current_h2_std": 3.24, "partial_current_liquid_mean": 5.77, "partial_current_liquid_std": 3.13, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.333-Pd-0.667", "voltage_mean": 3.2866666666666666, "voltage_std": 0.08504900548115386, "xrf composition": "Ag-0.384-Pd-0.616"}, {"Ag": 0.384, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.616, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 29538.09, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 69.02, "fe_co_std": 2.65, "fe_gas_total_mean": 93.81, "fe_gas_total_std": 3.81, "fe_h2_mean": 24.77, "fe_h2_std": 2.37, "fe_liquid_mean": 6.19, "fe_liquid_std": 3.81, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 137.41, "max_partial_current_gas_total_mean": 259.91, "max_partial_current_h2_mean": 141.75, "max_partial_current_liquid_mean": 40.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 103.53, "partial_current_co_std": 3.98, "partial_current_gas_total_mean": 140.72, "partial_current_gas_total_std": 5.71, "partial_current_h2_mean": 37.16, "partial_current_h2_std": 3.56, "partial_current_liquid_mean": 9.29, "partial_current_liquid_std": 5.71, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.333-Pd-0.667", "voltage_mean": 3.466666666666667, "voltage_std": 0.07094598884597578, "xrf composition": "Ag-0.384-Pd-0.616"}, {"Ag": 0.384, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.616, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 29538.09, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 68.71, "fe_co_std": 1.41, "fe_gas_total_mean": 93.09, "fe_gas_total_std": 5.15, "fe_h2_mean": 24.36, "fe_h2_std": 3.98, "fe_liquid_mean": 6.91, "fe_liquid_std": 5.15, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 137.41, "max_partial_current_gas_total_mean": 259.91, "max_partial_current_h2_mean": 141.75, "max_partial_current_liquid_mean": 40.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 137.41, "partial_current_co_std": 2.81, "partial_current_gas_total_mean": 186.19, "partial_current_gas_total_std": 10.29, "partial_current_h2_mean": 48.73, "partial_current_h2_std": 7.96, "partial_current_liquid_mean": 13.81, "partial_current_liquid_std": 10.29, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.333-Pd-0.667", "voltage_mean": 3.64, "voltage_std": 0.07211102550927985, "xrf composition": "Ag-0.384-Pd-0.616"}, {"Ag": 0.384, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.616, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 29538.09, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.03, "fe_co_mean": 39.33, "fe_co_std": 12.87, "fe_gas_total_mean": 86.64, "fe_gas_total_std": 4.73, "fe_h2_mean": 47.25, "fe_h2_std": 15.52, "fe_liquid_mean": 13.36, "fe_liquid_std": 4.73, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 137.41, "max_partial_current_gas_total_mean": 259.91, "max_partial_current_h2_mean": 141.75, "max_partial_current_liquid_mean": 40.09, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.13, "partial_current_ch4_std": 0.08, "partial_current_co_mean": 118, "partial_current_co_std": 38.6, "partial_current_gas_total_mean": 259.91, "partial_current_gas_total_std": 14.19, "partial_current_h2_mean": 141.75, "partial_current_h2_std": 46.55, "partial_current_liquid_mean": 40.09, "partial_current_liquid_std": 14.19, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.333-Pd-0.667", "voltage_mean": 3.8666666666666667, "voltage_std": 0.055075705472861176, "xrf composition": "Ag-0.384-Pd-0.616"}, {"Ag": 0.407, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.593, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 28485.45, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.4-Pd-0.6_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.4-Pd-0.6", "voltage_mean": 2.24, "voltage_std": 0.017320508075688693, "xrf composition": "Ag-0.407-Pd-0.593"}, {"Ag": 0.407, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.593, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 28485.45, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 28.83, "fe_co_std": 6.72, "fe_gas_total_mean": 82.86, "fe_gas_total_std": 4.21, "fe_h2_mean": 54.02, "fe_h2_std": 8.15, "fe_liquid_mean": 17.14, "fe_liquid_std": 4.21, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 121.72, "max_partial_current_gas_total_mean": 259.43, "max_partial_current_h2_mean": 184.48, "max_partial_current_liquid_mean": 40.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.41, "partial_current_co_std": 3.36, "partial_current_gas_total_mean": 41.43, "partial_current_gas_total_std": 2.11, "partial_current_h2_mean": 27.01, "partial_current_h2_std": 4.08, "partial_current_liquid_mean": 8.57, "partial_current_liquid_std": 2.11, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.4-Pd-0.6_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.4-Pd-0.6", "voltage_mean": 2.81, "voltage_std": 0.040000000000000036, "xrf composition": "Ag-0.407-Pd-0.593"}, {"Ag": 0.407, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.593, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 28485.45, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 63.27, "fe_co_std": 4.11, "fe_gas_total_mean": 88.69, "fe_gas_total_std": 4.49, "fe_h2_mean": 25.41, "fe_h2_std": 0.92, "fe_liquid_mean": 11.31, "fe_liquid_std": 4.49, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 121.72, "max_partial_current_gas_total_mean": 259.43, "max_partial_current_h2_mean": 184.48, "max_partial_current_liquid_mean": 40.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 63.27, "partial_current_co_std": 4.11, "partial_current_gas_total_mean": 88.69, "partial_current_gas_total_std": 4.49, "partial_current_h2_mean": 25.41, "partial_current_h2_std": 0.92, "partial_current_liquid_mean": 11.31, "partial_current_liquid_std": 4.49, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.4-Pd-0.6_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.4-Pd-0.6", "voltage_mean": 3.0933333333333337, "voltage_std": 0.177857620959388, "xrf composition": "Ag-0.407-Pd-0.593"}, {"Ag": 0.407, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.593, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 28485.45, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 69.49, "fe_co_std": 5.16, "fe_gas_total_mean": 92.25, "fe_gas_total_std": 4.63, "fe_h2_mean": 22.75, "fe_h2_std": 1.81, "fe_liquid_mean": 7.75, "fe_liquid_std": 4.63, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 121.72, "max_partial_current_gas_total_mean": 259.43, "max_partial_current_h2_mean": 184.48, "max_partial_current_liquid_mean": 40.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 104.24, "partial_current_co_std": 7.74, "partial_current_gas_total_mean": 138.38, "partial_current_gas_total_std": 6.95, "partial_current_h2_mean": 34.12, "partial_current_h2_std": 2.71, "partial_current_liquid_mean": 11.62, "partial_current_liquid_std": 6.95, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.4-Pd-0.6_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.4-Pd-0.6", "voltage_mean": 3.39, "voltage_std": 0.04582575694955836, "xrf composition": "Ag-0.407-Pd-0.593"}, {"Ag": 0.407, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.593, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 28485.45, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 60.86, "fe_co_std": 14.18, "fe_gas_total_mean": 93.2, "fe_gas_total_std": 3.31, "fe_h2_mean": 32.32, "fe_h2_std": 11.1, "fe_liquid_mean": 6.8, "fe_liquid_std": 3.31, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 121.72, "max_partial_current_gas_total_mean": 259.43, "max_partial_current_h2_mean": 184.48, "max_partial_current_liquid_mean": 40.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 121.72, "partial_current_co_std": 28.37, "partial_current_gas_total_mean": 186.4, "partial_current_gas_total_std": 6.61, "partial_current_h2_mean": 64.63, "partial_current_h2_std": 22.2, "partial_current_liquid_mean": 13.6, "partial_current_liquid_std": 6.61, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.4-Pd-0.6_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.4-Pd-0.6", "voltage_mean": 3.5499999999999994, "voltage_std": 0.034641016151377574, "xrf composition": "Ag-0.407-Pd-0.593"}, {"Ag": 0.407, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.593, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 28485.45, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 24.95, "fe_co_std": 12.01, "fe_gas_total_mean": 86.48, "fe_gas_total_std": 3.61, "fe_h2_mean": 61.49, "fe_h2_std": 8.5, "fe_liquid_mean": 13.52, "fe_liquid_std": 3.61, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 121.72, "max_partial_current_gas_total_mean": 259.43, "max_partial_current_h2_mean": 184.48, "max_partial_current_liquid_mean": 40.57, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 74.86, "partial_current_co_std": 36.02, "partial_current_gas_total_mean": 259.43, "partial_current_gas_total_std": 10.84, "partial_current_h2_mean": 184.48, "partial_current_h2_std": 25.49, "partial_current_liquid_mean": 40.57, "partial_current_liquid_std": 10.84, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.4-Pd-0.6_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.4-Pd-0.6", "voltage_mean": 3.766666666666667, "voltage_std": 0.0351188458428424, "xrf composition": "Ag-0.407-Pd-0.593"}, {"Ag": 0.566, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.434, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 21226.36, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.429-Pd-0.571_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.429-Pd-0.571", "voltage_mean": 2.5500000000000003, "voltage_std": 0.04358898943540675, "xrf composition": "Ag-0.566-Pd-0.434"}, {"Ag": 0.566, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.434, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 21226.36, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 61.5, "fe_co_std": 5.08, "fe_gas_total_mean": 97.87, "fe_gas_total_std": 8.96, "fe_h2_mean": 36.36, "fe_h2_std": 3.89, "fe_liquid_mean": 2.13, "fe_liquid_std": 8.96, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 130.27, "max_partial_current_gas_total_mean": 255.9, "max_partial_current_h2_mean": 180.23, "max_partial_current_liquid_mean": 44.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.75, "partial_current_co_std": 2.54, "partial_current_gas_total_mean": 48.94, "partial_current_gas_total_std": 4.48, "partial_current_h2_mean": 18.18, "partial_current_h2_std": 1.95, "partial_current_liquid_mean": 1.06, "partial_current_liquid_std": 4.48, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.429-Pd-0.571_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.429-Pd-0.571", "voltage_mean": 3.0066666666666664, "voltage_std": 0.04041451884327346, "xrf composition": "Ag-0.566-Pd-0.434"}, {"Ag": 0.566, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.434, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 21226.36, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 68.73, "fe_co_std": 2.02, "fe_gas_total_mean": 94.24, "fe_gas_total_std": 1.31, "fe_h2_mean": 25.48, "fe_h2_std": 0.97, "fe_liquid_mean": 5.76, "fe_liquid_std": 1.31, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 130.27, "max_partial_current_gas_total_mean": 255.9, "max_partial_current_h2_mean": 180.23, "max_partial_current_liquid_mean": 44.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 68.73, "partial_current_co_std": 2.02, "partial_current_gas_total_mean": 94.24, "partial_current_gas_total_std": 1.31, "partial_current_h2_mean": 25.48, "partial_current_h2_std": 0.97, "partial_current_liquid_mean": 5.76, "partial_current_liquid_std": 1.31, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.429-Pd-0.571_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.429-Pd-0.571", "voltage_mean": 3.3166666666666664, "voltage_std": 0.03511884584284265, "xrf composition": "Ag-0.566-Pd-0.434"}, {"Ag": 0.566, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.434, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 21226.36, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 71.44, "fe_co_std": 2.6, "fe_gas_total_mean": 93.43, "fe_gas_total_std": 1.59, "fe_h2_mean": 21.95, "fe_h2_std": 1, "fe_liquid_mean": 6.57, "fe_liquid_std": 1.59, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 130.27, "max_partial_current_gas_total_mean": 255.9, "max_partial_current_h2_mean": 180.23, "max_partial_current_liquid_mean": 44.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 107.16, "partial_current_co_std": 3.89, "partial_current_gas_total_mean": 140.14, "partial_current_gas_total_std": 2.39, "partial_current_h2_mean": 32.92, "partial_current_h2_std": 1.5, "partial_current_liquid_mean": 9.86, "partial_current_liquid_std": 2.39, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.429-Pd-0.571_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.429-Pd-0.571", "voltage_mean": 3.5066666666666664, "voltage_std": 0.040414518843273545, "xrf composition": "Ag-0.566-Pd-0.434"}, {"Ag": 0.566, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.434, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 21226.36, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 65.14, "fe_co_std": 10.52, "fe_gas_total_mean": 89.78, "fe_gas_total_std": 4.31, "fe_h2_mean": 24.59, "fe_h2_std": 6.31, "fe_liquid_mean": 10.22, "fe_liquid_std": 4.31, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 130.27, "max_partial_current_gas_total_mean": 255.9, "max_partial_current_h2_mean": 180.23, "max_partial_current_liquid_mean": 44.1, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 130.27, "partial_current_co_std": 21.05, "partial_current_gas_total_mean": 179.57, "partial_current_gas_total_std": 8.61, "partial_current_h2_mean": 49.17, "partial_current_h2_std": 12.61, "partial_current_liquid_mean": 20.43, "partial_current_liquid_std": 8.61, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.429-Pd-0.571_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.429-Pd-0.571", "voltage_mean": 3.686666666666667, "voltage_std": 0.04932882862316263, "xrf composition": "Ag-0.566-Pd-0.434"}, {"Ag": 0.566, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.434, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 21226.36, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.07, "fe_co_mean": 25.11, "fe_co_std": 17.25, "fe_gas_total_mean": 85.3, "fe_gas_total_std": 3.39, "fe_h2_mean": 60.08, "fe_h2_std": 19.33, "fe_liquid_mean": 14.7, "fe_liquid_std": 3.39, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 130.27, "max_partial_current_gas_total_mean": 255.9, "max_partial_current_h2_mean": 180.23, "max_partial_current_liquid_mean": 44.1, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.26, "partial_current_ch4_std": 0.22, "partial_current_co_mean": 75.34, "partial_current_co_std": 51.75, "partial_current_gas_total_mean": 255.9, "partial_current_gas_total_std": 10.16, "partial_current_h2_mean": 180.23, "partial_current_h2_std": 58, "partial_current_liquid_mean": 44.1, "partial_current_liquid_std": 10.16, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.429-Pd-0.571_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.429-Pd-0.571", "voltage_mean": 3.8733333333333335, "voltage_std": 0.04509249752822881, "xrf composition": "Ag-0.566-Pd-0.434"}, {"Ag": 0.485, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.515, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 24920.49, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.444-Pd-0.556_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.444-Pd-0.556", "voltage_mean": 2.3533333333333335, "voltage_std": 0.1150362261782492, "xrf composition": "Ag-0.485-Pd-0.515"}, {"Ag": 0.485, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.515, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 24920.49, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 44.11, "fe_co_std": 1.78, "fe_gas_total_mean": 86.33, "fe_gas_total_std": 1.58, "fe_h2_mean": 42.2, "fe_h2_std": 1.54, "fe_liquid_mean": 13.67, "fe_liquid_std": 1.58, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 111, "max_partial_current_gas_total_mean": 249.58, "max_partial_current_h2_mean": 169.1, "max_partial_current_liquid_mean": 50.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.06, "partial_current_co_std": 0.89, "partial_current_gas_total_mean": 43.16, "partial_current_gas_total_std": 0.79, "partial_current_h2_mean": 21.1, "partial_current_h2_std": 0.77, "partial_current_liquid_mean": 6.84, "partial_current_liquid_std": 0.79, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.444-Pd-0.556_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.444-Pd-0.556", "voltage_mean": 2.9499999999999997, "voltage_std": 0.06999999999999995, "xrf composition": "Ag-0.485-Pd-0.515"}, {"Ag": 0.485, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.515, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 24920.49, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 67.74, "fe_co_std": 1.54, "fe_gas_total_mean": 92.07, "fe_gas_total_std": 1.86, "fe_h2_mean": 24.32, "fe_h2_std": 0.84, "fe_liquid_mean": 7.93, "fe_liquid_std": 1.86, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 111, "max_partial_current_gas_total_mean": 249.58, "max_partial_current_h2_mean": 169.1, "max_partial_current_liquid_mean": 50.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 67.74, "partial_current_co_std": 1.54, "partial_current_gas_total_mean": 92.07, "partial_current_gas_total_std": 1.86, "partial_current_h2_mean": 24.32, "partial_current_h2_std": 0.84, "partial_current_liquid_mean": 7.93, "partial_current_liquid_std": 1.86, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.444-Pd-0.556_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.444-Pd-0.556", "voltage_mean": 3.283333333333333, "voltage_std": 0.10408329997330658, "xrf composition": "Ag-0.485-Pd-0.515"}, {"Ag": 0.485, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.515, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 24920.49, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 71.66, "fe_co_std": 0.61, "fe_gas_total_mean": 92.75, "fe_gas_total_std": 2.07, "fe_h2_mean": 21.08, "fe_h2_std": 1.57, "fe_liquid_mean": 7.25, "fe_liquid_std": 2.07, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 111, "max_partial_current_gas_total_mean": 249.58, "max_partial_current_h2_mean": 169.1, "max_partial_current_liquid_mean": 50.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 107.48, "partial_current_co_std": 0.91, "partial_current_gas_total_mean": 139.13, "partial_current_gas_total_std": 3.11, "partial_current_h2_mean": 31.62, "partial_current_h2_std": 2.35, "partial_current_liquid_mean": 10.87, "partial_current_liquid_std": 3.11, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.444-Pd-0.556_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.444-Pd-0.556", "voltage_mean": 3.4633333333333334, "voltage_std": 0.08020806277010652, "xrf composition": "Ag-0.485-Pd-0.515"}, {"Ag": 0.485, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.515, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 24920.49, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 55.5, "fe_co_std": 19.31, "fe_gas_total_mean": 89.57, "fe_gas_total_std": 1.71, "fe_h2_mean": 34.04, "fe_h2_std": 17.7, "fe_liquid_mean": 10.43, "fe_liquid_std": 1.71, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 111, "max_partial_current_gas_total_mean": 249.58, "max_partial_current_h2_mean": 169.1, "max_partial_current_liquid_mean": 50.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 111, "partial_current_co_std": 38.62, "partial_current_gas_total_mean": 179.14, "partial_current_gas_total_std": 3.42, "partial_current_h2_mean": 68.08, "partial_current_h2_std": 35.39, "partial_current_liquid_mean": 20.86, "partial_current_liquid_std": 3.42, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.444-Pd-0.556_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.444-Pd-0.556", "voltage_mean": 3.6666666666666665, "voltage_std": 0.04932882862316263, "xrf composition": "Ag-0.485-Pd-0.515"}, {"Ag": 0.485, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.515, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 24920.49, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 26.8, "fe_co_std": 23.11, "fe_gas_total_mean": 83.19, "fe_gas_total_std": 1.88, "fe_h2_mean": 56.37, "fe_h2_std": 23.06, "fe_liquid_mean": 16.81, "fe_liquid_std": 1.88, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 111, "max_partial_current_gas_total_mean": 249.58, "max_partial_current_h2_mean": 169.1, "max_partial_current_liquid_mean": 50.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 80.4, "partial_current_co_std": 69.34, "partial_current_gas_total_mean": 249.58, "partial_current_gas_total_std": 5.64, "partial_current_h2_mean": 169.1, "partial_current_h2_std": 69.19, "partial_current_liquid_mean": 50.42, "partial_current_liquid_std": 5.64, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.444-Pd-0.556_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.444-Pd-0.556", "voltage_mean": 3.8266666666666667, "voltage_std": 0.06429100507328639, "xrf composition": "Ag-0.485-Pd-0.515"}, {"Ag": 0.339, "Au": 0.661, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 101205.72, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.5-Au-0.5_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Ag-0.5-Au-0.5", "voltage_mean": 3.09, "voltage_std": 0, "xrf composition": "Ag-0.339-Au-0.661"}, {"Ag": 0.339, "Au": 0.661, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 101205.72, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.19, "fe_ch4_std": 0, "fe_co_mean": 5.54, "fe_co_std": 0, "fe_gas_total_mean": 88.14, "fe_gas_total_std": 0, "fe_h2_mean": 82.38, "fe_h2_std": 0, "fe_liquid_mean": 11.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 4.83, "max_partial_current_gas_total_mean": 232.74, "max_partial_current_h2_mean": 232.65, "max_partial_current_liquid_mean": 67.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 2.77, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.07, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 41.19, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.93, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Au-0.5_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Ag-0.5-Au-0.5", "voltage_mean": 3.26, "voltage_std": 0, "xrf composition": "Ag-0.339-Au-0.661"}, {"Ag": 0.339, "Au": 0.661, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 101205.72, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.18, "fe_ch4_std": 0, "fe_co_mean": 4.83, "fe_co_std": 0, "fe_gas_total_mean": 91.06, "fe_gas_total_std": 0, "fe_h2_mean": 86.01, "fe_h2_std": 0, "fe_liquid_mean": 8.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 4.83, "max_partial_current_gas_total_mean": 232.74, "max_partial_current_h2_mean": 232.65, "max_partial_current_liquid_mean": 67.26, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.83, "partial_current_co_std": 0, "partial_current_gas_total_mean": 91.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 86.01, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Au-0.5_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Ag-0.5-Au-0.5", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Ag-0.339-Au-0.661"}, {"Ag": 0.339, "Au": 0.661, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 101205.72, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 1.9, "fe_co_std": 0, "fe_gas_total_mean": 85.26, "fe_gas_total_std": 0, "fe_h2_mean": 83.25, "fe_h2_std": 0, "fe_liquid_mean": 14.74, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 4.83, "max_partial_current_gas_total_mean": 232.74, "max_partial_current_h2_mean": 232.65, "max_partial_current_liquid_mean": 67.26, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0, "partial_current_co_mean": 2.85, "partial_current_co_std": 0, "partial_current_gas_total_mean": 127.89, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 124.88, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.11, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Au-0.5_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Ag-0.5-Au-0.5", "voltage_mean": 3.84, "voltage_std": 0, "xrf composition": "Ag-0.339-Au-0.661"}, {"Ag": 0.339, "Au": 0.661, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 101205.72, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 0.97, "fe_co_std": 0, "fe_gas_total_mean": 81.34, "fe_gas_total_std": 0, "fe_h2_mean": 80.3, "fe_h2_std": 0, "fe_liquid_mean": 18.66, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 4.83, "max_partial_current_gas_total_mean": 232.74, "max_partial_current_h2_mean": 232.65, "max_partial_current_liquid_mean": 67.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 1.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 162.68, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 160.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 37.32, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Au-0.5_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Ag-0.5-Au-0.5", "voltage_mean": 3.9, "voltage_std": 0, "xrf composition": "Ag-0.339-Au-0.661"}, {"Ag": 0.339, "Au": 0.661, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 101205.72, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 77.58, "fe_gas_total_std": 0, "fe_h2_mean": 77.55, "fe_h2_std": 0, "fe_liquid_mean": 22.42, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 4.83, "max_partial_current_gas_total_mean": 232.74, "max_partial_current_h2_mean": 232.65, "max_partial_current_liquid_mean": 67.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 232.74, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 232.65, "partial_current_h2_std": 0, "partial_current_liquid_mean": 67.26, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Au-0.5_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Ag-0.5-Au-0.5", "voltage_mean": 4.02, "voltage_std": 0, "xrf composition": "Ag-0.339-Au-0.661"}, {"Ag": 0.588, "Au": 0, "Cd": 0, "Cu": 0.17, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.242, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 13157.63, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.5-Cu-0.25-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.5-Cu-0.25-Pd-0.25", "voltage_mean": 2.6399999999999997, "voltage_std": 0.01414213562373112, "xrf composition": "Ag-0.588-Cu-0.17-Pd-0.242"}, {"Ag": 0.588, "Au": 0, "Cd": 0, "Cu": 0.17, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.242, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 13157.63, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 33.01, "fe_co_std": 0.47, "fe_gas_total_mean": 89.74, "fe_gas_total_std": 0.01, "fe_h2_mean": 56.7, "fe_h2_std": 0.46, "fe_liquid_mean": 10.26, "fe_liquid_std": 0.01, "max_partial_current_c2h4_mean": 0.35, "max_partial_current_ch4_mean": 0.47, "max_partial_current_co_mean": 91.91, "max_partial_current_gas_total_mean": 252.8, "max_partial_current_h2_mean": 232.32, "max_partial_current_liquid_mean": 47.2, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.5, "partial_current_co_std": 0.24, "partial_current_gas_total_mean": 44.87, "partial_current_gas_total_std": 0.01, "partial_current_h2_mean": 28.35, "partial_current_h2_std": 0.23, "partial_current_liquid_mean": 5.13, "partial_current_liquid_std": 0.01, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Cu-0.25-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.5-Cu-0.25-Pd-0.25", "voltage_mean": 3.005, "voltage_std": 0.021213203435596444, "xrf composition": "Ag-0.588-Cu-0.17-Pd-0.242"}, {"Ag": 0.588, "Au": 0, "Cd": 0, "Cu": 0.17, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.242, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 13157.63, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 58.46, "fe_co_std": 0.05, "fe_gas_total_mean": 96.96, "fe_gas_total_std": 0.04, "fe_h2_mean": 38.46, "fe_h2_std": 0.02, "fe_liquid_mean": 3.04, "fe_liquid_std": 0.04, "max_partial_current_c2h4_mean": 0.35, "max_partial_current_ch4_mean": 0.47, "max_partial_current_co_mean": 91.91, "max_partial_current_gas_total_mean": 252.8, "max_partial_current_h2_mean": 232.32, "max_partial_current_liquid_mean": 47.2, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 58.46, "partial_current_co_std": 0.05, "partial_current_gas_total_mean": 96.96, "partial_current_gas_total_std": 0.04, "partial_current_h2_mean": 38.46, "partial_current_h2_std": 0.02, "partial_current_liquid_mean": 3.04, "partial_current_liquid_std": 0.04, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Cu-0.25-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.5-Cu-0.25-Pd-0.25", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Ag-0.588-Cu-0.17-Pd-0.242"}, {"Ag": 0.588, "Au": 0, "Cd": 0, "Cu": 0.17, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.242, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 13157.63, "current density": 150, "fe_c2h4_mean": 0.12, "fe_c2h4_std": 0.15, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.06, "fe_co_mean": 61.28, "fe_co_std": 6.99, "fe_gas_total_mean": 91.49, "fe_gas_total_std": 1.85, "fe_h2_mean": 30.02, "fe_h2_std": 8.63, "fe_liquid_mean": 8.52, "fe_liquid_std": 1.85, "max_partial_current_c2h4_mean": 0.35, "max_partial_current_ch4_mean": 0.47, "max_partial_current_co_mean": 91.91, "max_partial_current_gas_total_mean": 252.8, "max_partial_current_h2_mean": 232.32, "max_partial_current_liquid_mean": 47.2, "partial_current_c2h4_mean": 0.19, "partial_current_c2h4_std": 0.22, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.08, "partial_current_co_mean": 91.91, "partial_current_co_std": 10.49, "partial_current_gas_total_mean": 137.23, "partial_current_gas_total_std": 2.77, "partial_current_h2_mean": 45.02, "partial_current_h2_std": 12.95, "partial_current_liquid_mean": 12.77, "partial_current_liquid_std": 2.77, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Cu-0.25-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.5-Cu-0.25-Pd-0.25", "voltage_mean": 3.545, "voltage_std": 0.049497474683058526, "xrf composition": "Ag-0.588-Cu-0.17-Pd-0.242"}, {"Ag": 0.588, "Au": 0, "Cd": 0, "Cu": 0.17, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.242, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 13157.63, "current density": 200, "fe_c2h4_mean": 0.18, "fe_c2h4_std": 0.05, "fe_ch4_mean": 0.24, "fe_ch4_std": 0.06, "fe_co_mean": 20.79, "fe_co_std": 12.03, "fe_gas_total_mean": 87.28, "fe_gas_total_std": 5.42, "fe_h2_mean": 66.07, "fe_h2_std": 17.34, "fe_liquid_mean": 12.72, "fe_liquid_std": 5.42, "max_partial_current_c2h4_mean": 0.35, "max_partial_current_ch4_mean": 0.47, "max_partial_current_co_mean": 91.91, "max_partial_current_gas_total_mean": 252.8, "max_partial_current_h2_mean": 232.32, "max_partial_current_liquid_mean": 47.2, "partial_current_c2h4_mean": 0.35, "partial_current_c2h4_std": 0.1, "partial_current_ch4_mean": 0.47, "partial_current_ch4_std": 0.13, "partial_current_co_mean": 41.58, "partial_current_co_std": 24.07, "partial_current_gas_total_mean": 174.57, "partial_current_gas_total_std": 10.85, "partial_current_h2_mean": 132.14, "partial_current_h2_std": 34.68, "partial_current_liquid_mean": 25.43, "partial_current_liquid_std": 10.85, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Cu-0.25-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.5-Cu-0.25-Pd-0.25", "voltage_mean": 3.745, "voltage_std": 0.007071067811865324, "xrf composition": "Ag-0.588-Cu-0.17-Pd-0.242"}, {"Ag": 0.588, "Au": 0, "Cd": 0, "Cu": 0.17, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.242, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 13157.63, "current density": 300, "fe_c2h4_mean": 0.07, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.14, "fe_ch4_std": 0.07, "fe_co_mean": 6.62, "fe_co_std": 1.35, "fe_gas_total_mean": 84.26, "fe_gas_total_std": 4, "fe_h2_mean": 77.44, "fe_h2_std": 2.55, "fe_liquid_mean": 15.74, "fe_liquid_std": 4, "max_partial_current_c2h4_mean": 0.35, "max_partial_current_ch4_mean": 0.47, "max_partial_current_co_mean": 91.91, "max_partial_current_gas_total_mean": 252.8, "max_partial_current_h2_mean": 232.32, "max_partial_current_liquid_mean": 47.2, "partial_current_c2h4_mean": 0.21, "partial_current_c2h4_std": 0.08, "partial_current_ch4_mean": 0.42, "partial_current_ch4_std": 0.21, "partial_current_co_mean": 19.84, "partial_current_co_std": 4.05, "partial_current_gas_total_mean": 252.8, "partial_current_gas_total_std": 11.99, "partial_current_h2_mean": 232.32, "partial_current_h2_std": 7.64, "partial_current_liquid_mean": 47.2, "partial_current_liquid_std": 11.99, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Cu-0.25-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.5-Cu-0.25-Pd-0.25", "voltage_mean": 3.835, "voltage_std": 0.0212132034355966, "xrf composition": "Ag-0.588-Cu-0.17-Pd-0.242"}, {"Ag": 0.515, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.485, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 23551.35, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 2.35, "voltage_std": 0.02645751311064618, "xrf composition": "Ag-0.515-Pd-0.485"}, {"Ag": 0.515, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.485, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 23551.35, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.02, "fe_co_mean": 36.64, "fe_co_std": 9.9, "fe_gas_total_mean": 81.04, "fe_gas_total_std": 7.56, "fe_h2_mean": 44.37, "fe_h2_std": 2.37, "fe_liquid_mean": 18.96, "fe_liquid_std": 7.56, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 70.34, "max_partial_current_gas_total_mean": 236.31, "max_partial_current_h2_mean": 205.2, "max_partial_current_liquid_mean": 63.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 18.32, "partial_current_co_std": 4.95, "partial_current_gas_total_mean": 40.52, "partial_current_gas_total_std": 3.78, "partial_current_h2_mean": 22.18, "partial_current_h2_std": 1.18, "partial_current_liquid_mean": 9.48, "partial_current_liquid_std": 3.78, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 2.9299999999999997, "voltage_std": 0.04358898943540671, "xrf composition": "Ag-0.515-Pd-0.485"}, {"Ag": 0.515, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.485, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 23551.35, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.02, "fe_co_mean": 46.1, "fe_co_std": 13.21, "fe_gas_total_mean": 84.47, "fe_gas_total_std": 6.76, "fe_h2_mean": 38.33, "fe_h2_std": 6.66, "fe_liquid_mean": 15.53, "fe_liquid_std": 6.76, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 70.34, "max_partial_current_gas_total_mean": 236.31, "max_partial_current_h2_mean": 205.2, "max_partial_current_liquid_mean": 63.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 46.1, "partial_current_co_std": 13.21, "partial_current_gas_total_mean": 84.47, "partial_current_gas_total_std": 6.76, "partial_current_h2_mean": 38.33, "partial_current_h2_std": 6.66, "partial_current_liquid_mean": 15.53, "partial_current_liquid_std": 6.76, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 3.16, "voltage_std": 0.08544003745317559, "xrf composition": "Ag-0.515-Pd-0.485"}, {"Ag": 0.515, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.485, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 23551.35, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 46.89, "fe_co_std": 12.37, "fe_gas_total_mean": 82.57, "fe_gas_total_std": 0.9, "fe_h2_mean": 35.62, "fe_h2_std": 13.19, "fe_liquid_mean": 17.43, "fe_liquid_std": 0.9, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 70.34, "max_partial_current_gas_total_mean": 236.31, "max_partial_current_h2_mean": 205.2, "max_partial_current_liquid_mean": 63.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 70.34, "partial_current_co_std": 18.55, "partial_current_gas_total_mean": 123.86, "partial_current_gas_total_std": 1.35, "partial_current_h2_mean": 53.43, "partial_current_h2_std": 19.78, "partial_current_liquid_mean": 26.14, "partial_current_liquid_std": 1.35, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 3.426666666666667, "voltage_std": 0.05686240703077341, "xrf composition": "Ag-0.515-Pd-0.485"}, {"Ag": 0.515, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.485, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 23551.35, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.02, "fe_co_mean": 31.34, "fe_co_std": 10.4, "fe_gas_total_mean": 79.09, "fe_gas_total_std": 4.37, "fe_h2_mean": 47.68, "fe_h2_std": 7.27, "fe_liquid_mean": 20.91, "fe_liquid_std": 4.37, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 70.34, "max_partial_current_gas_total_mean": 236.31, "max_partial_current_h2_mean": 205.2, "max_partial_current_liquid_mean": 63.69, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 62.68, "partial_current_co_std": 20.79, "partial_current_gas_total_mean": 158.18, "partial_current_gas_total_std": 8.74, "partial_current_h2_mean": 95.37, "partial_current_h2_std": 14.55, "partial_current_liquid_mean": 41.82, "partial_current_liquid_std": 8.74, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 3.6133333333333333, "voltage_std": 0.07094598884597592, "xrf composition": "Ag-0.515-Pd-0.485"}, {"Ag": 0.515, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.485, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 23551.35, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 10.32, "fe_co_std": 9.43, "fe_gas_total_mean": 78.77, "fe_gas_total_std": 5.84, "fe_h2_mean": 68.4, "fe_h2_std": 7.22, "fe_liquid_mean": 21.23, "fe_liquid_std": 5.84, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 70.34, "max_partial_current_gas_total_mean": 236.31, "max_partial_current_h2_mean": 205.2, "max_partial_current_liquid_mean": 63.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 30.96, "partial_current_co_std": 28.28, "partial_current_gas_total_mean": 236.31, "partial_current_gas_total_std": 17.53, "partial_current_h2_mean": 205.2, "partial_current_h2_std": 21.66, "partial_current_liquid_mean": 63.69, "partial_current_liquid_std": 17.53, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 3.763333333333333, "voltage_std": 0.10016652800877794, "xrf composition": "Ag-0.515-Pd-0.485"}, {"Ag": 0.599, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.401, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19723.66, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.556-Pd-0.444", "voltage_mean": 2.5033333333333334, "voltage_std": 0.037859388972001834, "xrf composition": "Ag-0.599-Pd-0.401"}, {"Ag": 0.599, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.401, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19723.66, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 60.84, "fe_co_std": 1.79, "fe_gas_total_mean": 90.4, "fe_gas_total_std": 1.5, "fe_h2_mean": 29.54, "fe_h2_std": 0.75, "fe_liquid_mean": 9.6, "fe_liquid_std": 1.5, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 118.85, "max_partial_current_gas_total_mean": 246.39, "max_partial_current_h2_mean": 197.47, "max_partial_current_liquid_mean": 53.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.42, "partial_current_co_std": 0.9, "partial_current_gas_total_mean": 45.2, "partial_current_gas_total_std": 0.75, "partial_current_h2_mean": 14.77, "partial_current_h2_std": 0.37, "partial_current_liquid_mean": 4.8, "partial_current_liquid_std": 0.75, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.556-Pd-0.444", "voltage_mean": 2.99, "voltage_std": 0.030000000000000138, "xrf composition": "Ag-0.599-Pd-0.401"}, {"Ag": 0.599, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.401, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19723.66, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 70, "fe_co_std": 1.26, "fe_gas_total_mean": 91.43, "fe_gas_total_std": 2.81, "fe_h2_mean": 21.4, "fe_h2_std": 1.58, "fe_liquid_mean": 8.57, "fe_liquid_std": 2.81, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 118.85, "max_partial_current_gas_total_mean": 246.39, "max_partial_current_h2_mean": 197.47, "max_partial_current_liquid_mean": 53.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 70, "partial_current_co_std": 1.26, "partial_current_gas_total_mean": 91.43, "partial_current_gas_total_std": 2.81, "partial_current_h2_mean": 21.4, "partial_current_h2_std": 1.58, "partial_current_liquid_mean": 8.57, "partial_current_liquid_std": 2.81, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.556-Pd-0.444", "voltage_mean": 3.296666666666667, "voltage_std": 0.04725815626252611, "xrf composition": "Ag-0.599-Pd-0.401"}, {"Ag": 0.599, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.401, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19723.66, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 70.93, "fe_co_std": 1.18, "fe_gas_total_mean": 89.67, "fe_gas_total_std": 4.7, "fe_h2_mean": 18.7, "fe_h2_std": 4.06, "fe_liquid_mean": 10.33, "fe_liquid_std": 4.7, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 118.85, "max_partial_current_gas_total_mean": 246.39, "max_partial_current_h2_mean": 197.47, "max_partial_current_liquid_mean": 53.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 106.39, "partial_current_co_std": 1.77, "partial_current_gas_total_mean": 134.5, "partial_current_gas_total_std": 7.04, "partial_current_h2_mean": 28.06, "partial_current_h2_std": 6.08, "partial_current_liquid_mean": 15.5, "partial_current_liquid_std": 7.04, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.556-Pd-0.444", "voltage_mean": 3.4766666666666666, "voltage_std": 0.035118845842842285, "xrf composition": "Ag-0.599-Pd-0.401"}, {"Ag": 0.599, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.401, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19723.66, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.02, "fe_co_mean": 59.43, "fe_co_std": 15.29, "fe_gas_total_mean": 87.48, "fe_gas_total_std": 3.09, "fe_h2_mean": 28.01, "fe_h2_std": 12.55, "fe_liquid_mean": 12.52, "fe_liquid_std": 3.09, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 118.85, "max_partial_current_gas_total_mean": 246.39, "max_partial_current_h2_mean": 197.47, "max_partial_current_liquid_mean": 53.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 118.85, "partial_current_co_std": 30.58, "partial_current_gas_total_mean": 174.97, "partial_current_gas_total_std": 6.17, "partial_current_h2_mean": 56.02, "partial_current_h2_std": 25.1, "partial_current_liquid_mean": 25.03, "partial_current_liquid_std": 6.17, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.556-Pd-0.444", "voltage_mean": 3.6566666666666667, "voltage_std": 0.05859465277082333, "xrf composition": "Ag-0.599-Pd-0.401"}, {"Ag": 0.599, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.401, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19723.66, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 16.25, "fe_co_std": 9.08, "fe_gas_total_mean": 82.13, "fe_gas_total_std": 4.71, "fe_h2_mean": 65.82, "fe_h2_std": 8.79, "fe_liquid_mean": 17.87, "fe_liquid_std": 4.71, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 118.85, "max_partial_current_gas_total_mean": 246.39, "max_partial_current_h2_mean": 197.47, "max_partial_current_liquid_mean": 53.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 48.76, "partial_current_co_std": 27.24, "partial_current_gas_total_mean": 246.39, "partial_current_gas_total_std": 14.14, "partial_current_h2_mean": 197.47, "partial_current_h2_std": 26.38, "partial_current_liquid_mean": 53.61, "partial_current_liquid_std": 14.14, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.556-Pd-0.444", "voltage_mean": 3.85, "voltage_std": 0.07211102550927975, "xrf composition": "Ag-0.599-Pd-0.401"}, {"Ag": 0.68, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.32, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 16040.89, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.625-Pd-0.375_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.625-Pd-0.375", "voltage_mean": 2.59, "voltage_std": 0.07810249675906687, "xrf composition": "Ag-0.68-Pd-0.32"}, {"Ag": 0.68, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.32, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 16040.89, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 55.14, "fe_co_std": 8.64, "fe_gas_total_mean": 98.23, "fe_gas_total_std": 13.44, "fe_h2_mean": 43.04, "fe_h2_std": 4.83, "fe_liquid_mean": 1.77, "fe_liquid_std": 13.44, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 98.94, "max_partial_current_gas_total_mean": 245.45, "max_partial_current_h2_mean": 189.33, "max_partial_current_liquid_mean": 54.55, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.57, "partial_current_co_std": 4.32, "partial_current_gas_total_mean": 49.11, "partial_current_gas_total_std": 6.72, "partial_current_h2_mean": 21.52, "partial_current_h2_std": 2.41, "partial_current_liquid_mean": 0.89, "partial_current_liquid_std": 6.72, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.625-Pd-0.375_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.625-Pd-0.375", "voltage_mean": 3.0033333333333334, "voltage_std": 0.06806859285554055, "xrf composition": "Ag-0.68-Pd-0.32"}, {"Ag": 0.68, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.32, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 16040.89, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 62.15, "fe_co_std": 6.64, "fe_gas_total_mean": 97.4, "fe_gas_total_std": 11.81, "fe_h2_mean": 35.18, "fe_h2_std": 6.97, "fe_liquid_mean": 2.6, "fe_liquid_std": 11.81, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 98.94, "max_partial_current_gas_total_mean": 245.45, "max_partial_current_h2_mean": 189.33, "max_partial_current_liquid_mean": 54.55, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 62.15, "partial_current_co_std": 6.64, "partial_current_gas_total_mean": 97.4, "partial_current_gas_total_std": 11.81, "partial_current_h2_mean": 35.18, "partial_current_h2_std": 6.97, "partial_current_liquid_mean": 2.6, "partial_current_liquid_std": 11.81, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.625-Pd-0.375_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.625-Pd-0.375", "voltage_mean": 3.3000000000000003, "voltage_std": 0.08999999999999991, "xrf composition": "Ag-0.68-Pd-0.32"}, {"Ag": 0.68, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.32, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 16040.89, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.01, "fe_co_mean": 61.45, "fe_co_std": 6.76, "fe_gas_total_mean": 91.3, "fe_gas_total_std": 12.19, "fe_h2_mean": 29.76, "fe_h2_std": 7.12, "fe_liquid_mean": 8.7, "fe_liquid_std": 12.19, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 98.94, "max_partial_current_gas_total_mean": 245.45, "max_partial_current_h2_mean": 189.33, "max_partial_current_liquid_mean": 54.55, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 92.18, "partial_current_co_std": 10.14, "partial_current_gas_total_mean": 136.96, "partial_current_gas_total_std": 18.29, "partial_current_h2_mean": 44.64, "partial_current_h2_std": 10.69, "partial_current_liquid_mean": 13.04, "partial_current_liquid_std": 18.29, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.625-Pd-0.375_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.625-Pd-0.375", "voltage_mean": 3.486666666666667, "voltage_std": 0.10263202878893794, "xrf composition": "Ag-0.68-Pd-0.32"}, {"Ag": 0.68, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.32, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 16040.89, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.02, "fe_co_mean": 49.47, "fe_co_std": 10.79, "fe_gas_total_mean": 84.56, "fe_gas_total_std": 5.05, "fe_h2_mean": 34.98, "fe_h2_std": 13.74, "fe_liquid_mean": 15.44, "fe_liquid_std": 5.05, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 98.94, "max_partial_current_gas_total_mean": 245.45, "max_partial_current_h2_mean": 189.33, "max_partial_current_liquid_mean": 54.55, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.19, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 98.94, "partial_current_co_std": 21.58, "partial_current_gas_total_mean": 169.13, "partial_current_gas_total_std": 10.1, "partial_current_h2_mean": 69.96, "partial_current_h2_std": 27.48, "partial_current_liquid_mean": 30.87, "partial_current_liquid_std": 10.1, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.625-Pd-0.375_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.625-Pd-0.375", "voltage_mean": 3.643333333333333, "voltage_std": 0.08082903768654752, "xrf composition": "Ag-0.68-Pd-0.32"}, {"Ag": 0.68, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.32, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 16040.89, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.01, "fe_co_mean": 18.59, "fe_co_std": 5.18, "fe_gas_total_mean": 81.82, "fe_gas_total_std": 1.91, "fe_h2_mean": 63.11, "fe_h2_std": 6.07, "fe_liquid_mean": 18.18, "fe_liquid_std": 1.91, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 98.94, "max_partial_current_gas_total_mean": 245.45, "max_partial_current_h2_mean": 189.33, "max_partial_current_liquid_mean": 54.55, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.3, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 55.77, "partial_current_co_std": 15.53, "partial_current_gas_total_mean": 245.45, "partial_current_gas_total_std": 5.72, "partial_current_h2_mean": 189.33, "partial_current_h2_std": 18.22, "partial_current_liquid_mean": 54.55, "partial_current_liquid_std": 5.72, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.625-Pd-0.375_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.625-Pd-0.375", "voltage_mean": 3.8466666666666662, "voltage_std": 0.05131601439446886, "xrf composition": "Ag-0.68-Pd-0.32"}, {"Ag": 0.661, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.339, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 16904.03, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.667-Pd-0.333", "voltage_mean": 2.6633333333333336, "voltage_std": 0.047258156262526205, "xrf composition": "Ag-0.661-Pd-0.339"}, {"Ag": 0.661, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.339, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 16904.03, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 70.41, "fe_co_std": 5.7, "fe_gas_total_mean": 100.94, "fe_gas_total_std": 9.75, "fe_h2_mean": 30.5, "fe_h2_std": 4.08, "fe_liquid_mean": -0.94, "fe_liquid_std": 9.75, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 110.85, "max_partial_current_gas_total_mean": 248.61, "max_partial_current_h2_mean": 164.15, "max_partial_current_liquid_mean": 51.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 35.21, "partial_current_co_std": 2.85, "partial_current_gas_total_mean": 50.47, "partial_current_gas_total_std": 4.88, "partial_current_h2_mean": 15.25, "partial_current_h2_std": 2.04, "partial_current_liquid_mean": -0.47, "partial_current_liquid_std": 4.88, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.667-Pd-0.333", "voltage_mean": 3.026666666666667, "voltage_std": 0.066583281184794, "xrf composition": "Ag-0.661-Pd-0.339"}, {"Ag": 0.661, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.339, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 16904.03, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 79.8, "fe_co_std": 5.57, "fe_gas_total_mean": 101.06, "fe_gas_total_std": 7.04, "fe_h2_mean": 21.23, "fe_h2_std": 1.65, "fe_liquid_mean": -1.06, "fe_liquid_std": 7.04, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 110.85, "max_partial_current_gas_total_mean": 248.61, "max_partial_current_h2_mean": 164.15, "max_partial_current_liquid_mean": 51.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 79.8, "partial_current_co_std": 5.57, "partial_current_gas_total_mean": 101.06, "partial_current_gas_total_std": 7.04, "partial_current_h2_mean": 21.23, "partial_current_h2_std": 1.65, "partial_current_liquid_mean": -1.06, "partial_current_liquid_std": 7.04, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.667-Pd-0.333", "voltage_mean": 3.3200000000000003, "voltage_std": 0.0781024967590666, "xrf composition": "Ag-0.661-Pd-0.339"}, {"Ag": 0.661, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.339, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 16904.03, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 73.9, "fe_co_std": 7, "fe_gas_total_mean": 94.53, "fe_gas_total_std": 2.72, "fe_h2_mean": 20.58, "fe_h2_std": 4.4, "fe_liquid_mean": 5.47, "fe_liquid_std": 2.72, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 110.85, "max_partial_current_gas_total_mean": 248.61, "max_partial_current_h2_mean": 164.15, "max_partial_current_liquid_mean": 51.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 110.85, "partial_current_co_std": 10.5, "partial_current_gas_total_mean": 141.79, "partial_current_gas_total_std": 4.08, "partial_current_h2_mean": 30.88, "partial_current_h2_std": 6.6, "partial_current_liquid_mean": 8.21, "partial_current_liquid_std": 4.08, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.667-Pd-0.333", "voltage_mean": 3.533333333333333, "voltage_std": 0.0907377172587746, "xrf composition": "Ag-0.661-Pd-0.339"}, {"Ag": 0.661, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.339, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 16904.03, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 55.16, "fe_co_std": 38.08, "fe_gas_total_mean": 91.33, "fe_gas_total_std": 6.36, "fe_h2_mean": 36.13, "fe_h2_std": 31.84, "fe_liquid_mean": 8.67, "fe_liquid_std": 6.36, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 110.85, "max_partial_current_gas_total_mean": 248.61, "max_partial_current_h2_mean": 164.15, "max_partial_current_liquid_mean": 51.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 110.31, "partial_current_co_std": 76.15, "partial_current_gas_total_mean": 182.67, "partial_current_gas_total_std": 12.73, "partial_current_h2_mean": 72.26, "partial_current_h2_std": 63.68, "partial_current_liquid_mean": 17.33, "partial_current_liquid_std": 12.73, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.667-Pd-0.333", "voltage_mean": 3.69, "voltage_std": 0.09539392014169461, "xrf composition": "Ag-0.661-Pd-0.339"}, {"Ag": 0.661, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.339, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 16904.03, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 28.09, "fe_co_std": 14.24, "fe_gas_total_mean": 82.87, "fe_gas_total_std": 2.53, "fe_h2_mean": 54.72, "fe_h2_std": 16.18, "fe_liquid_mean": 17.13, "fe_liquid_std": 2.53, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 110.85, "max_partial_current_gas_total_mean": 248.61, "max_partial_current_h2_mean": 164.15, "max_partial_current_liquid_mean": 51.39, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 84.28, "partial_current_co_std": 42.73, "partial_current_gas_total_mean": 248.61, "partial_current_gas_total_std": 7.6, "partial_current_h2_mean": 164.15, "partial_current_h2_std": 48.53, "partial_current_liquid_mean": 51.39, "partial_current_liquid_std": 7.6, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.667-Pd-0.333", "voltage_mean": 3.8366666666666664, "voltage_std": 0.04041451884327388, "xrf composition": "Ag-0.661-Pd-0.339"}, {"Ag": 0.82, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.18, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 9694.54, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.75-Pd-0.25", "voltage_mean": 2.89, "voltage_std": 0.07211102550927985, "xrf composition": "Ag-0.82-Pd-0.18"}, {"Ag": 0.82, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.18, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 9694.54, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.01, "fe_co_mean": 2.31, "fe_co_std": 0.3, "fe_gas_total_mean": 90.72, "fe_gas_total_std": 2.04, "fe_h2_mean": 88.28, "fe_h2_std": 1.74, "fe_liquid_mean": 9.28, "fe_liquid_std": 2.04, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 4.22, "max_partial_current_gas_total_mean": 251.35, "max_partial_current_h2_mean": 247.98, "max_partial_current_liquid_mean": 48.65, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 1.16, "partial_current_co_std": 0.15, "partial_current_gas_total_mean": 45.36, "partial_current_gas_total_std": 1.02, "partial_current_h2_mean": 44.14, "partial_current_h2_std": 0.87, "partial_current_liquid_mean": 4.64, "partial_current_liquid_std": 1.02, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.75-Pd-0.25", "voltage_mean": 3.106666666666667, "voltage_std": 0.08621678104251736, "xrf composition": "Ag-0.82-Pd-0.18"}, {"Ag": 0.82, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.18, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 9694.54, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.14, "fe_ch4_std": 0.02, "fe_co_mean": 3, "fe_co_std": 0.17, "fe_gas_total_mean": 76.11, "fe_gas_total_std": 3.83, "fe_h2_mean": 72.95, "fe_h2_std": 3.89, "fe_liquid_mean": 23.89, "fe_liquid_std": 3.83, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 4.22, "max_partial_current_gas_total_mean": 251.35, "max_partial_current_h2_mean": 247.98, "max_partial_current_liquid_mean": 48.65, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 3, "partial_current_co_std": 0.17, "partial_current_gas_total_mean": 76.11, "partial_current_gas_total_std": 3.83, "partial_current_h2_mean": 72.95, "partial_current_h2_std": 3.89, "partial_current_liquid_mean": 23.89, "partial_current_liquid_std": 3.83, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.75-Pd-0.25", "voltage_mean": 3.436666666666667, "voltage_std": 0.11060440015358054, "xrf composition": "Ag-0.82-Pd-0.18"}, {"Ag": 0.82, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.18, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 9694.54, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.17, "fe_ch4_std": 0.01, "fe_co_mean": 2.82, "fe_co_std": 0.77, "fe_gas_total_mean": 81.32, "fe_gas_total_std": 2.88, "fe_h2_mean": 78.31, "fe_h2_std": 2.15, "fe_liquid_mean": 18.68, "fe_liquid_std": 2.88, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 4.22, "max_partial_current_gas_total_mean": 251.35, "max_partial_current_h2_mean": 247.98, "max_partial_current_liquid_mean": 48.65, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.25, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 4.22, "partial_current_co_std": 1.15, "partial_current_gas_total_mean": 121.98, "partial_current_gas_total_std": 4.33, "partial_current_h2_mean": 117.46, "partial_current_h2_std": 3.22, "partial_current_liquid_mean": 28.02, "partial_current_liquid_std": 4.33, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.75-Pd-0.25", "voltage_mean": 3.64, "voltage_std": 0.07937253933193783, "xrf composition": "Ag-0.82-Pd-0.18"}, {"Ag": 0.82, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.18, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 9694.54, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0.03, "fe_co_mean": 1.89, "fe_co_std": 0.84, "fe_gas_total_mean": 77.28, "fe_gas_total_std": 1.85, "fe_h2_mean": 75.25, "fe_h2_std": 2.12, "fe_liquid_mean": 22.72, "fe_liquid_std": 1.85, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 4.22, "max_partial_current_gas_total_mean": 251.35, "max_partial_current_h2_mean": 247.98, "max_partial_current_liquid_mean": 48.65, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.26, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 3.77, "partial_current_co_std": 1.68, "partial_current_gas_total_mean": 154.57, "partial_current_gas_total_std": 3.69, "partial_current_h2_mean": 150.49, "partial_current_h2_std": 4.24, "partial_current_liquid_mean": 45.43, "partial_current_liquid_std": 3.69, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.75-Pd-0.25", "voltage_mean": 3.723333333333333, "voltage_std": 0.10016652800877805, "xrf composition": "Ag-0.82-Pd-0.18"}, {"Ag": 0.82, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.18, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 9694.54, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.05, "fe_co_mean": 1.03, "fe_co_std": 0.92, "fe_gas_total_mean": 83.78, "fe_gas_total_std": 1.35, "fe_h2_mean": 82.66, "fe_h2_std": 1.4, "fe_liquid_mean": 16.22, "fe_liquid_std": 1.35, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 4.22, "max_partial_current_gas_total_mean": 251.35, "max_partial_current_h2_mean": 247.98, "max_partial_current_liquid_mean": 48.65, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0.16, "partial_current_co_mean": 3.08, "partial_current_co_std": 2.76, "partial_current_gas_total_mean": 251.35, "partial_current_gas_total_std": 4.04, "partial_current_h2_mean": 247.98, "partial_current_h2_std": 4.21, "partial_current_liquid_mean": 48.65, "partial_current_liquid_std": 4.04, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.75-Pd-0.25", "voltage_mean": 3.8033333333333332, "voltage_std": 0.0763762615825973, "xrf composition": "Ag-0.82-Pd-0.18"}, {"Ag": 0.859, "Au": 0, "Cd": 0, "Cu": 0.141, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1432.63, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.833-Cu-0.167_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.833-Cu-0.167", "voltage_mean": 2.875, "voltage_std": 0.007071067811865324, "xrf composition": "Ag-0.859-Cu-0.141"}, {"Ag": 0.859, "Au": 0, "Cd": 0, "Cu": 0.141, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1432.63, "current density": 50, "fe_c2h4_mean": 0.18, "fe_c2h4_std": 0.06, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.01, "fe_co_mean": 13.73, "fe_co_std": 3.64, "fe_gas_total_mean": 89.26, "fe_gas_total_std": 0.34, "fe_h2_mean": 75.22, "fe_h2_std": 3.34, "fe_liquid_mean": 10.74, "fe_liquid_std": 0.34, "max_partial_current_c2h4_mean": 1.01, "max_partial_current_ch4_mean": 3.24, "max_partial_current_co_mean": 10.68, "max_partial_current_gas_total_mean": 242.54, "max_partial_current_h2_mean": 231.54, "max_partial_current_liquid_mean": 57.46, "partial_current_c2h4_mean": 0.09, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.86, "partial_current_co_std": 1.82, "partial_current_gas_total_mean": 44.63, "partial_current_gas_total_std": 0.17, "partial_current_h2_mean": 37.61, "partial_current_h2_std": 1.67, "partial_current_liquid_mean": 5.37, "partial_current_liquid_std": 0.17, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.833-Cu-0.167_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.833-Cu-0.167", "voltage_mean": 3.165, "voltage_std": 0.007071067811865324, "xrf composition": "Ag-0.859-Cu-0.141"}, {"Ag": 0.859, "Au": 0, "Cd": 0, "Cu": 0.141, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1432.63, "current density": 100, "fe_c2h4_mean": 0.79, "fe_c2h4_std": 0.52, "fe_ch4_mean": 0.39, "fe_ch4_std": 0.04, "fe_co_mean": 10.68, "fe_co_std": 0.33, "fe_gas_total_mean": 86.38, "fe_gas_total_std": 3.32, "fe_h2_mean": 74.5, "fe_h2_std": 2.43, "fe_liquid_mean": 13.62, "fe_liquid_std": 3.32, "max_partial_current_c2h4_mean": 1.01, "max_partial_current_ch4_mean": 3.24, "max_partial_current_co_mean": 10.68, "max_partial_current_gas_total_mean": 242.54, "max_partial_current_h2_mean": 231.54, "max_partial_current_liquid_mean": 57.46, "partial_current_c2h4_mean": 0.79, "partial_current_c2h4_std": 0.52, "partial_current_ch4_mean": 0.39, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 10.68, "partial_current_co_std": 0.33, "partial_current_gas_total_mean": 86.38, "partial_current_gas_total_std": 3.32, "partial_current_h2_mean": 74.5, "partial_current_h2_std": 2.43, "partial_current_liquid_mean": 13.62, "partial_current_liquid_std": 3.32, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.833-Cu-0.167_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.833-Cu-0.167", "voltage_mean": 3.505, "voltage_std": 0.021213203435596132, "xrf composition": "Ag-0.859-Cu-0.141"}, {"Ag": 0.859, "Au": 0, "Cd": 0, "Cu": 0.141, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1432.63, "current density": 150, "fe_c2h4_mean": 0.44, "fe_c2h4_std": 0.21, "fe_ch4_mean": 0.83, "fe_ch4_std": 0.33, "fe_co_mean": 6.93, "fe_co_std": 4.5, "fe_gas_total_mean": 86.76, "fe_gas_total_std": 4.45, "fe_h2_mean": 78.54, "fe_h2_std": 9.48, "fe_liquid_mean": 13.24, "fe_liquid_std": 4.45, "max_partial_current_c2h4_mean": 1.01, "max_partial_current_ch4_mean": 3.24, "max_partial_current_co_mean": 10.68, "max_partial_current_gas_total_mean": 242.54, "max_partial_current_h2_mean": 231.54, "max_partial_current_liquid_mean": 57.46, "partial_current_c2h4_mean": 0.67, "partial_current_c2h4_std": 0.31, "partial_current_ch4_mean": 1.25, "partial_current_ch4_std": 0.49, "partial_current_co_mean": 10.4, "partial_current_co_std": 6.75, "partial_current_gas_total_mean": 130.14, "partial_current_gas_total_std": 6.68, "partial_current_h2_mean": 117.8, "partial_current_h2_std": 14.22, "partial_current_liquid_mean": 19.86, "partial_current_liquid_std": 6.68, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.833-Cu-0.167_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.833-Cu-0.167", "voltage_mean": 3.6950000000000003, "voltage_std": 0.007071067811865481, "xrf composition": "Ag-0.859-Cu-0.141"}, {"Ag": 0.859, "Au": 0, "Cd": 0, "Cu": 0.141, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1432.63, "current density": 200, "fe_c2h4_mean": 0.5, "fe_c2h4_std": 0.26, "fe_ch4_mean": 1.62, "fe_ch4_std": 1, "fe_co_mean": 5.08, "fe_co_std": 3.61, "fe_gas_total_mean": 78.88, "fe_gas_total_std": 1.59, "fe_h2_mean": 71.65, "fe_h2_std": 3.28, "fe_liquid_mean": 21.12, "fe_liquid_std": 1.59, "max_partial_current_c2h4_mean": 1.01, "max_partial_current_ch4_mean": 3.24, "max_partial_current_co_mean": 10.68, "max_partial_current_gas_total_mean": 242.54, "max_partial_current_h2_mean": 231.54, "max_partial_current_liquid_mean": 57.46, "partial_current_c2h4_mean": 1.01, "partial_current_c2h4_std": 0.52, "partial_current_ch4_mean": 3.24, "partial_current_ch4_std": 2.01, "partial_current_co_mean": 10.17, "partial_current_co_std": 7.23, "partial_current_gas_total_mean": 157.75, "partial_current_gas_total_std": 3.18, "partial_current_h2_mean": 143.3, "partial_current_h2_std": 6.56, "partial_current_liquid_mean": 42.25, "partial_current_liquid_std": 3.18, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.833-Cu-0.167_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.833-Cu-0.167", "voltage_mean": 3.8049999999999997, "voltage_std": 0.06363961030678965, "xrf composition": "Ag-0.859-Cu-0.141"}, {"Ag": 0.859, "Au": 0, "Cd": 0, "Cu": 0.141, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1432.63, "current density": 300, "fe_c2h4_mean": 0.29, "fe_c2h4_std": 0.27, "fe_ch4_mean": 0.94, "fe_ch4_std": 1.1, "fe_co_mean": 2.43, "fe_co_std": 2.36, "fe_gas_total_mean": 80.84, "fe_gas_total_std": 1.36, "fe_h2_mean": 77.18, "fe_h2_std": 5.11, "fe_liquid_mean": 19.16, "fe_liquid_std": 1.36, "max_partial_current_c2h4_mean": 1.01, "max_partial_current_ch4_mean": 3.24, "max_partial_current_co_mean": 10.68, "max_partial_current_gas_total_mean": 242.54, "max_partial_current_h2_mean": 231.54, "max_partial_current_liquid_mean": 57.46, "partial_current_c2h4_mean": 0.87, "partial_current_c2h4_std": 0.81, "partial_current_ch4_mean": 2.82, "partial_current_ch4_std": 3.31, "partial_current_co_mean": 7.29, "partial_current_co_std": 7.09, "partial_current_gas_total_mean": 242.54, "partial_current_gas_total_std": 4.09, "partial_current_h2_mean": 231.54, "partial_current_h2_std": 15.32, "partial_current_liquid_mean": 57.46, "partial_current_liquid_std": 4.09, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.833-Cu-0.167_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.833-Cu-0.167", "voltage_mean": 3.795, "voltage_std": 0.03535533905932725, "xrf composition": "Ag-0.859-Cu-0.141"}, {"Ag": 0.831, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.169, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 9196.91, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.833-Pd-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.833-Pd-0.167", "voltage_mean": 2.7533333333333334, "voltage_std": 0.02309401076758486, "xrf composition": "Ag-0.831-Pd-0.169"}, {"Ag": 0.831, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.169, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 9196.91, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.03, "fe_co_mean": 22.94, "fe_co_std": 3.9, "fe_gas_total_mean": 91.11, "fe_gas_total_std": 2.82, "fe_h2_mean": 68.03, "fe_h2_std": 6.06, "fe_liquid_mean": 8.89, "fe_liquid_std": 2.82, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 46.3, "max_partial_current_gas_total_mean": 238.97, "max_partial_current_h2_mean": 226.33, "max_partial_current_liquid_mean": 61.03, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 11.47, "partial_current_co_std": 1.95, "partial_current_gas_total_mean": 45.55, "partial_current_gas_total_std": 1.41, "partial_current_h2_mean": 34.01, "partial_current_h2_std": 3.03, "partial_current_liquid_mean": 4.45, "partial_current_liquid_std": 1.41, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.833-Pd-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.833-Pd-0.167", "voltage_mean": 3.0366666666666666, "voltage_std": 0.020816659994661382, "xrf composition": "Ag-0.831-Pd-0.169"}, {"Ag": 0.831, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.169, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 9196.91, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.02, "fe_co_mean": 27.8, "fe_co_std": 4.44, "fe_gas_total_mean": 86.85, "fe_gas_total_std": 4.87, "fe_h2_mean": 58.91, "fe_h2_std": 4.88, "fe_liquid_mean": 13.15, "fe_liquid_std": 4.87, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 46.3, "max_partial_current_gas_total_mean": 238.97, "max_partial_current_h2_mean": 226.33, "max_partial_current_liquid_mean": 61.03, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 27.8, "partial_current_co_std": 4.44, "partial_current_gas_total_mean": 86.85, "partial_current_gas_total_std": 4.87, "partial_current_h2_mean": 58.91, "partial_current_h2_std": 4.88, "partial_current_liquid_mean": 13.15, "partial_current_liquid_std": 4.87, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.833-Pd-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.833-Pd-0.167", "voltage_mean": 3.3266666666666667, "voltage_std": 0.04932882862316244, "xrf composition": "Ag-0.831-Pd-0.169"}, {"Ag": 0.831, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.169, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 9196.91, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0.02, "fe_co_mean": 30.87, "fe_co_std": 3.38, "fe_gas_total_mean": 88.11, "fe_gas_total_std": 3.85, "fe_h2_mean": 57.09, "fe_h2_std": 6.33, "fe_liquid_mean": 11.89, "fe_liquid_std": 3.85, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 46.3, "max_partial_current_gas_total_mean": 238.97, "max_partial_current_h2_mean": 226.33, "max_partial_current_liquid_mean": 61.03, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.19, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 46.3, "partial_current_co_std": 5.07, "partial_current_gas_total_mean": 132.17, "partial_current_gas_total_std": 5.78, "partial_current_h2_mean": 85.64, "partial_current_h2_std": 9.49, "partial_current_liquid_mean": 17.83, "partial_current_liquid_std": 5.78, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.833-Pd-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.833-Pd-0.167", "voltage_mean": 3.4933333333333336, "voltage_std": 0.04932882862316235, "xrf composition": "Ag-0.831-Pd-0.169"}, {"Ag": 0.831, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.169, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 9196.91, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.01, "fe_co_mean": 20.94, "fe_co_std": 2.84, "fe_gas_total_mean": 82.84, "fe_gas_total_std": 2.76, "fe_h2_mean": 61.76, "fe_h2_std": 1.65, "fe_liquid_mean": 17.16, "fe_liquid_std": 2.76, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 46.3, "max_partial_current_gas_total_mean": 238.97, "max_partial_current_h2_mean": 226.33, "max_partial_current_liquid_mean": 61.03, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.23, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 41.87, "partial_current_co_std": 5.69, "partial_current_gas_total_mean": 165.68, "partial_current_gas_total_std": 5.52, "partial_current_h2_mean": 123.51, "partial_current_h2_std": 3.31, "partial_current_liquid_mean": 34.32, "partial_current_liquid_std": 5.52, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.833-Pd-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.833-Pd-0.167", "voltage_mean": 3.623333333333333, "voltage_std": 0.023094010767585018, "xrf composition": "Ag-0.831-Pd-0.169"}, {"Ag": 0.831, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.169, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 9196.91, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 4.14, "fe_co_std": 2.39, "fe_gas_total_mean": 79.66, "fe_gas_total_std": 6.51, "fe_h2_mean": 75.44, "fe_h2_std": 5.51, "fe_liquid_mean": 20.34, "fe_liquid_std": 6.51, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 46.3, "max_partial_current_gas_total_mean": 238.97, "max_partial_current_h2_mean": 226.33, "max_partial_current_liquid_mean": 61.03, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.17, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 12.43, "partial_current_co_std": 7.18, "partial_current_gas_total_mean": 238.97, "partial_current_gas_total_std": 19.53, "partial_current_h2_mean": 226.33, "partial_current_h2_std": 16.52, "partial_current_liquid_mean": 61.03, "partial_current_liquid_std": 19.53, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.833-Pd-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.833-Pd-0.167", "voltage_mean": 3.6933333333333334, "voltage_std": 0.015275252316519383, "xrf composition": "Ag-0.831-Pd-0.169"}, {"Ag": 0.934, "Au": 0, "Cd": 0, "Cu": 0.066, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1507.73, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.889-Cu-0.111_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Ag-0.889-Cu-0.111", "voltage_mean": 2.86, "voltage_std": 0, "xrf composition": "Ag-0.934-Cu-0.066"}, {"Ag": 0.934, "Au": 0, "Cd": 0, "Cu": 0.066, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1507.73, "current density": 50, "fe_c2h4_mean": 0.1, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 6.19, "fe_co_std": 0, "fe_gas_total_mean": 85.12, "fe_gas_total_std": 0, "fe_h2_mean": 78.71, "fe_h2_std": 0, "fe_liquid_mean": 14.88, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.39, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 6.93, "max_partial_current_gas_total_mean": 255.51, "max_partial_current_h2_mean": 251.4, "max_partial_current_liquid_mean": 44.49, "partial_current_c2h4_mean": 0.05, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0, "partial_current_co_mean": 3.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 39.35, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.889-Cu-0.111_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Ag-0.889-Cu-0.111", "voltage_mean": 3.11, "voltage_std": 0, "xrf composition": "Ag-0.934-Cu-0.066"}, {"Ag": 0.934, "Au": 0, "Cd": 0, "Cu": 0.066, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1507.73, "current density": 100, "fe_c2h4_mean": 0.2, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 5.04, "fe_co_std": 0, "fe_gas_total_mean": 83.34, "fe_gas_total_std": 0, "fe_h2_mean": 77.99, "fe_h2_std": 0, "fe_liquid_mean": 16.66, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.39, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 6.93, "max_partial_current_gas_total_mean": 255.51, "max_partial_current_h2_mean": 251.4, "max_partial_current_liquid_mean": 44.49, "partial_current_c2h4_mean": 0.2, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 5.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 83.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 77.99, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.889-Cu-0.111_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Ag-0.889-Cu-0.111", "voltage_mean": 3.38, "voltage_std": 0, "xrf composition": "Ag-0.934-Cu-0.066"}, {"Ag": 0.934, "Au": 0, "Cd": 0, "Cu": 0.066, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1507.73, "current density": 150, "fe_c2h4_mean": 0.26, "fe_c2h4_std": 0, "fe_ch4_mean": 0.14, "fe_ch4_std": 0, "fe_co_mean": 4.62, "fe_co_std": 0, "fe_gas_total_mean": 88.26, "fe_gas_total_std": 0, "fe_h2_mean": 83.22, "fe_h2_std": 0, "fe_liquid_mean": 11.74, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.39, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 6.93, "max_partial_current_gas_total_mean": 255.51, "max_partial_current_h2_mean": 251.4, "max_partial_current_liquid_mean": 44.49, "partial_current_c2h4_mean": 0.39, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.21, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.93, "partial_current_co_std": 0, "partial_current_gas_total_mean": 132.39, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 124.83, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.61, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.889-Cu-0.111_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Ag-0.889-Cu-0.111", "voltage_mean": 3.57, "voltage_std": 0, "xrf composition": "Ag-0.934-Cu-0.066"}, {"Ag": 0.934, "Au": 0, "Cd": 0, "Cu": 0.066, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1507.73, "current density": 200, "fe_c2h4_mean": 0.15, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0, "fe_co_mean": 1.41, "fe_co_std": 0, "fe_gas_total_mean": 83.3, "fe_gas_total_std": 0, "fe_h2_mean": 81.61, "fe_h2_std": 0, "fe_liquid_mean": 16.7, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.39, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 6.93, "max_partial_current_gas_total_mean": 255.51, "max_partial_current_h2_mean": 251.4, "max_partial_current_liquid_mean": 44.49, "partial_current_c2h4_mean": 0.3, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0, "partial_current_co_mean": 2.82, "partial_current_co_std": 0, "partial_current_gas_total_mean": 166.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 163.22, "partial_current_h2_std": 0, "partial_current_liquid_mean": 33.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.889-Cu-0.111_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Ag-0.889-Cu-0.111", "voltage_mean": 3.63, "voltage_std": 0, "xrf composition": "Ag-0.934-Cu-0.066"}, {"Ag": 0.934, "Au": 0, "Cd": 0, "Cu": 0.066, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1507.73, "current density": 300, "fe_c2h4_mean": 0.1, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0, "fe_co_mean": 1.14, "fe_co_std": 0, "fe_gas_total_mean": 85.17, "fe_gas_total_std": 0, "fe_h2_mean": 83.8, "fe_h2_std": 0, "fe_liquid_mean": 14.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.39, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 6.93, "max_partial_current_gas_total_mean": 255.51, "max_partial_current_h2_mean": 251.4, "max_partial_current_liquid_mean": 44.49, "partial_current_c2h4_mean": 0.3, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 3.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 255.51, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 251.4, "partial_current_h2_std": 0, "partial_current_liquid_mean": 44.49, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.889-Cu-0.111_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Ag-0.889-Cu-0.111", "voltage_mean": 3.73, "voltage_std": 0, "xrf composition": "Ag-0.934-Cu-0.066"}, {"Ag": 0.984, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.016, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1525.68, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-0.889-Hg-0.111_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.889-Hg-0.111", "voltage_mean": 3.013333333333333, "voltage_std": 0.060277137733416856, "xrf composition": "Ag-0.984-Hg-0.016"}, {"Ag": 0.984, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.016, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1525.68, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.22, "fe_ch4_std": 0.02, "fe_co_mean": 24.87, "fe_co_std": 8.9, "fe_gas_total_mean": 89.65, "fe_gas_total_std": 1.72, "fe_h2_mean": 64.51, "fe_h2_std": 10.63, "fe_liquid_mean": 10.35, "fe_liquid_std": 1.72, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 57.53, "max_partial_current_gas_total_mean": 222.49, "max_partial_current_h2_mean": 185.64, "max_partial_current_liquid_mean": 77.51, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 12.44, "partial_current_co_std": 4.45, "partial_current_gas_total_mean": 44.82, "partial_current_gas_total_std": 0.86, "partial_current_h2_mean": 32.26, "partial_current_h2_std": 5.31, "partial_current_liquid_mean": 5.18, "partial_current_liquid_std": 0.86, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.889-Hg-0.111_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.889-Hg-0.111", "voltage_mean": 3.2266666666666666, "voltage_std": 0.10692676621563629, "xrf composition": "Ag-0.984-Hg-0.016"}, {"Ag": 0.984, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.016, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1525.68, "current density": 100, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.21, "fe_ch4_std": 0.01, "fe_co_mean": 34.17, "fe_co_std": 12.92, "fe_gas_total_mean": 86.04, "fe_gas_total_std": 5.34, "fe_h2_mean": 51.61, "fe_h2_std": 11.47, "fe_liquid_mean": 13.96, "fe_liquid_std": 5.34, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 57.53, "max_partial_current_gas_total_mean": 222.49, "max_partial_current_h2_mean": 185.64, "max_partial_current_liquid_mean": 77.51, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.21, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 34.17, "partial_current_co_std": 12.92, "partial_current_gas_total_mean": 86.04, "partial_current_gas_total_std": 5.34, "partial_current_h2_mean": 51.61, "partial_current_h2_std": 11.47, "partial_current_liquid_mean": 13.96, "partial_current_liquid_std": 5.34, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.889-Hg-0.111_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.889-Hg-0.111", "voltage_mean": 3.56, "voltage_std": 0.11789826122551592, "xrf composition": "Ag-0.984-Hg-0.016"}, {"Ag": 0.984, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.016, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1525.68, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.17, "fe_ch4_std": 0.03, "fe_co_mean": 38.35, "fe_co_std": 12.58, "fe_gas_total_mean": 88.91, "fe_gas_total_std": 5.58, "fe_h2_mean": 50.35, "fe_h2_std": 16.47, "fe_liquid_mean": 11.09, "fe_liquid_std": 5.58, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 57.53, "max_partial_current_gas_total_mean": 222.49, "max_partial_current_h2_mean": 185.64, "max_partial_current_liquid_mean": 77.51, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.26, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 57.53, "partial_current_co_std": 18.88, "partial_current_gas_total_mean": 133.37, "partial_current_gas_total_std": 8.37, "partial_current_h2_mean": 75.52, "partial_current_h2_std": 24.7, "partial_current_liquid_mean": 16.63, "partial_current_liquid_std": 8.37, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.889-Hg-0.111_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.889-Hg-0.111", "voltage_mean": 3.736666666666667, "voltage_std": 0.07094598884597578, "xrf composition": "Ag-0.984-Hg-0.016"}, {"Ag": 0.984, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.016, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1525.68, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0.02, "fe_co_mean": 20.92, "fe_co_std": 1.67, "fe_gas_total_mean": 83.51, "fe_gas_total_std": 1.98, "fe_h2_mean": 62.42, "fe_h2_std": 1.82, "fe_liquid_mean": 16.49, "fe_liquid_std": 1.98, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 57.53, "max_partial_current_gas_total_mean": 222.49, "max_partial_current_h2_mean": 185.64, "max_partial_current_liquid_mean": 77.51, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.27, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 41.84, "partial_current_co_std": 3.34, "partial_current_gas_total_mean": 167.01, "partial_current_gas_total_std": 3.96, "partial_current_h2_mean": 124.85, "partial_current_h2_std": 3.63, "partial_current_liquid_mean": 32.99, "partial_current_liquid_std": 3.96, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.889-Hg-0.111_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.889-Hg-0.111", "voltage_mean": 3.8633333333333333, "voltage_std": 0.09073771725877472, "xrf composition": "Ag-0.984-Hg-0.016"}, {"Ag": 0.984, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.016, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1525.68, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.03, "fe_co_mean": 12.17, "fe_co_std": 3.92, "fe_gas_total_mean": 74.16, "fe_gas_total_std": 3.89, "fe_h2_mean": 61.88, "fe_h2_std": 6.58, "fe_liquid_mean": 25.84, "fe_liquid_std": 3.89, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 57.53, "max_partial_current_gas_total_mean": 222.49, "max_partial_current_h2_mean": 185.64, "max_partial_current_liquid_mean": 77.51, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.3, "partial_current_ch4_std": 0.08, "partial_current_co_mean": 36.5, "partial_current_co_std": 11.76, "partial_current_gas_total_mean": 222.49, "partial_current_gas_total_std": 11.66, "partial_current_h2_mean": 185.64, "partial_current_h2_std": 19.74, "partial_current_liquid_mean": 77.51, "partial_current_liquid_std": 11.66, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-0.889-Hg-0.111_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.889-Hg-0.111", "voltage_mean": 3.9466666666666668, "voltage_std": 0.08082903768654742, "xrf composition": "Ag-0.984-Hg-0.016"}, {"Ag": 1, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1570, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Ag-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-1.0", "voltage_mean": 2.8166666666666664, "voltage_std": 0.16563010998406458, "xrf composition": "Ag-1.0"}, {"Ag": 1, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1570, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.17, "fe_ch4_std": 0.04, "fe_co_mean": 25.97, "fe_co_std": 14.68, "fe_gas_total_mean": 84.14, "fe_gas_total_std": 5.17, "fe_h2_mean": 57.95, "fe_h2_std": 9.5, "fe_liquid_mean": 15.86, "fe_liquid_std": 5.17, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 47.91, "max_partial_current_gas_total_mean": 230.15, "max_partial_current_h2_mean": 209.49, "max_partial_current_liquid_mean": 69.85, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 12.99, "partial_current_co_std": 7.34, "partial_current_gas_total_mean": 42.07, "partial_current_gas_total_std": 2.59, "partial_current_h2_mean": 28.98, "partial_current_h2_std": 4.75, "partial_current_liquid_mean": 7.93, "partial_current_liquid_std": 2.59, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-1.0", "voltage_mean": 3.1033333333333335, "voltage_std": 0.1973153144926498, "xrf composition": "Ag-1.0"}, {"Ag": 1, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1570, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.16, "fe_ch4_std": 0.06, "fe_co_mean": 37.28, "fe_co_std": 16.6, "fe_gas_total_mean": 85.19, "fe_gas_total_std": 6.54, "fe_h2_mean": 47.71, "fe_h2_std": 10.06, "fe_liquid_mean": 14.81, "fe_liquid_std": 6.54, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 47.91, "max_partial_current_gas_total_mean": 230.15, "max_partial_current_h2_mean": 209.49, "max_partial_current_liquid_mean": 69.85, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.16, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 37.28, "partial_current_co_std": 16.6, "partial_current_gas_total_mean": 85.19, "partial_current_gas_total_std": 6.54, "partial_current_h2_mean": 47.71, "partial_current_h2_std": 10.06, "partial_current_liquid_mean": 14.81, "partial_current_liquid_std": 6.54, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-1.0", "voltage_mean": 3.4433333333333334, "voltage_std": 0.24826061575153915, "xrf composition": "Ag-1.0"}, {"Ag": 1, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1570, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.04, "fe_co_mean": 31.94, "fe_co_std": 19.97, "fe_gas_total_mean": 83.6, "fe_gas_total_std": 4.99, "fe_h2_mean": 51.52, "fe_h2_std": 20.82, "fe_liquid_mean": 16.4, "fe_liquid_std": 4.99, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 47.91, "max_partial_current_gas_total_mean": 230.15, "max_partial_current_h2_mean": 209.49, "max_partial_current_liquid_mean": 69.85, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.16, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 47.91, "partial_current_co_std": 29.95, "partial_current_gas_total_mean": 125.4, "partial_current_gas_total_std": 7.49, "partial_current_h2_mean": 77.28, "partial_current_h2_std": 31.23, "partial_current_liquid_mean": 24.6, "partial_current_liquid_std": 7.49, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-1.0", "voltage_mean": 3.5833333333333335, "voltage_std": 0.21733231083604052, "xrf composition": "Ag-1.0"}, {"Ag": 1, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1570, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.02, "fe_co_mean": 9.96, "fe_co_std": 1.93, "fe_gas_total_mean": 83.83, "fe_gas_total_std": 1.71, "fe_h2_mean": 73.79, "fe_h2_std": 1.8, "fe_liquid_mean": 16.17, "fe_liquid_std": 1.71, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 47.91, "max_partial_current_gas_total_mean": 230.15, "max_partial_current_h2_mean": 209.49, "max_partial_current_liquid_mean": 69.85, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.13, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 19.92, "partial_current_co_std": 3.87, "partial_current_gas_total_mean": 167.66, "partial_current_gas_total_std": 3.42, "partial_current_h2_mean": 147.59, "partial_current_h2_std": 3.6, "partial_current_liquid_mean": 32.34, "partial_current_liquid_std": 3.42, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-1.0", "voltage_mean": 3.6166666666666667, "voltage_std": 0.14011899704655786, "xrf composition": "Ag-1.0"}, {"Ag": 1, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 1570, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 6.82, "fe_co_std": 3.39, "fe_gas_total_mean": 76.72, "fe_gas_total_std": 5.31, "fe_h2_mean": 69.83, "fe_h2_std": 1.93, "fe_liquid_mean": 23.28, "fe_liquid_std": 5.31, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 47.91, "max_partial_current_gas_total_mean": 230.15, "max_partial_current_h2_mean": 209.49, "max_partial_current_liquid_mean": 69.85, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 20.47, "partial_current_co_std": 10.16, "partial_current_gas_total_mean": 230.15, "partial_current_gas_total_std": 15.94, "partial_current_h2_mean": 209.49, "partial_current_h2_std": 5.8, "partial_current_liquid_mean": 69.85, "partial_current_liquid_std": 15.94, "reaction": "CO2R", "sample id": "uoft4_240405_Ag-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-1.0", "voltage_mean": 3.7866666666666666, "voltage_std": 0.22744962812309308, "xrf composition": "Ag-1.0"}, {"Ag": 0, "Au": 0.415, "Cd": 0, "Cu": 0.585, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 88807.42, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Au-0.2-Cu-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.2-Cu-0.8", "voltage_mean": 2.7133333333333334, "voltage_std": 0.09504384952922167, "xrf composition": "Au-0.415-Cu-0.585"}, {"Ag": 0, "Au": 0.415, "Cd": 0, "Cu": 0.585, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 88807.42, "current density": 50, "fe_c2h4_mean": 0.12, "fe_c2h4_std": 0.04, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 33.05, "fe_co_std": 7.96, "fe_gas_total_mean": 69.35, "fe_gas_total_std": 3.37, "fe_h2_mean": 36.17, "fe_h2_std": 6.19, "fe_liquid_mean": 30.65, "fe_liquid_std": 3.37, "max_partial_current_c2h4_mean": 17.99, "max_partial_current_ch4_mean": 3.38, "max_partial_current_co_mean": 54.62, "max_partial_current_gas_total_mean": 237.38, "max_partial_current_h2_mean": 222.07, "max_partial_current_liquid_mean": 62.62, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.53, "partial_current_co_std": 3.98, "partial_current_gas_total_mean": 34.68, "partial_current_gas_total_std": 1.68, "partial_current_h2_mean": 18.08, "partial_current_h2_std": 3.09, "partial_current_liquid_mean": 15.32, "partial_current_liquid_std": 1.68, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.2-Cu-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.2-Cu-0.8", "voltage_mean": 2.9, "voltage_std": 0.0854400374531752, "xrf composition": "Au-0.415-Cu-0.585"}, {"Ag": 0, "Au": 0.415, "Cd": 0, "Cu": 0.585, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 88807.42, "current density": 100, "fe_c2h4_mean": 0.38, "fe_c2h4_std": 0.13, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 39.09, "fe_co_std": 12.25, "fe_gas_total_mean": 69.29, "fe_gas_total_std": 4.05, "fe_h2_mean": 29.78, "fe_h2_std": 8.34, "fe_liquid_mean": 30.71, "fe_liquid_std": 4.05, "max_partial_current_c2h4_mean": 17.99, "max_partial_current_ch4_mean": 3.38, "max_partial_current_co_mean": 54.62, "max_partial_current_gas_total_mean": 237.38, "max_partial_current_h2_mean": 222.07, "max_partial_current_liquid_mean": 62.62, "partial_current_c2h4_mean": 0.38, "partial_current_c2h4_std": 0.13, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 39.09, "partial_current_co_std": 12.25, "partial_current_gas_total_mean": 69.29, "partial_current_gas_total_std": 4.05, "partial_current_h2_mean": 29.78, "partial_current_h2_std": 8.34, "partial_current_liquid_mean": 30.71, "partial_current_liquid_std": 4.05, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.2-Cu-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.2-Cu-0.8", "voltage_mean": 3.236666666666667, "voltage_std": 0.07023769168568492, "xrf composition": "Au-0.415-Cu-0.585"}, {"Ag": 0, "Au": 0.415, "Cd": 0, "Cu": 0.585, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 88807.42, "current density": 150, "fe_c2h4_mean": 4.89, "fe_c2h4_std": 1.54, "fe_ch4_mean": 0.37, "fe_ch4_std": 0.38, "fe_co_mean": 36.41, "fe_co_std": 13.92, "fe_gas_total_mean": 72.16, "fe_gas_total_std": 2.71, "fe_h2_mean": 30.47, "fe_h2_std": 10.53, "fe_liquid_mean": 27.84, "fe_liquid_std": 2.71, "max_partial_current_c2h4_mean": 17.99, "max_partial_current_ch4_mean": 3.38, "max_partial_current_co_mean": 54.62, "max_partial_current_gas_total_mean": 237.38, "max_partial_current_h2_mean": 222.07, "max_partial_current_liquid_mean": 62.62, "partial_current_c2h4_mean": 7.33, "partial_current_c2h4_std": 2.3, "partial_current_ch4_mean": 0.56, "partial_current_ch4_std": 0.57, "partial_current_co_mean": 54.62, "partial_current_co_std": 20.88, "partial_current_gas_total_mean": 108.24, "partial_current_gas_total_std": 4.06, "partial_current_h2_mean": 45.7, "partial_current_h2_std": 15.8, "partial_current_liquid_mean": 41.76, "partial_current_liquid_std": 4.06, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.2-Cu-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.2-Cu-0.8", "voltage_mean": 3.4266666666666663, "voltage_std": 0.11060440015358021, "xrf composition": "Au-0.415-Cu-0.585"}, {"Ag": 0, "Au": 0.415, "Cd": 0, "Cu": 0.585, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 88807.42, "current density": 200, "fe_c2h4_mean": 8.99, "fe_c2h4_std": 2.47, "fe_ch4_mean": 1.67, "fe_ch4_std": 0.83, "fe_co_mean": 17.11, "fe_co_std": 13.21, "fe_gas_total_mean": 71.87, "fe_gas_total_std": 7.23, "fe_h2_mean": 44.09, "fe_h2_std": 19.58, "fe_liquid_mean": 28.13, "fe_liquid_std": 7.23, "max_partial_current_c2h4_mean": 17.99, "max_partial_current_ch4_mean": 3.38, "max_partial_current_co_mean": 54.62, "max_partial_current_gas_total_mean": 237.38, "max_partial_current_h2_mean": 222.07, "max_partial_current_liquid_mean": 62.62, "partial_current_c2h4_mean": 17.99, "partial_current_c2h4_std": 4.94, "partial_current_ch4_mean": 3.34, "partial_current_ch4_std": 1.66, "partial_current_co_mean": 34.21, "partial_current_co_std": 26.41, "partial_current_gas_total_mean": 143.74, "partial_current_gas_total_std": 14.45, "partial_current_h2_mean": 88.17, "partial_current_h2_std": 39.16, "partial_current_liquid_mean": 56.26, "partial_current_liquid_std": 14.45, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.2-Cu-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.2-Cu-0.8", "voltage_mean": 3.6133333333333333, "voltage_std": 0.09865765724632507, "xrf composition": "Au-0.415-Cu-0.585"}, {"Ag": 0, "Au": 0.415, "Cd": 0, "Cu": 0.585, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 88807.42, "current density": 300, "fe_c2h4_mean": 2.22, "fe_c2h4_std": 1.12, "fe_ch4_mean": 1.13, "fe_ch4_std": 0.45, "fe_co_mean": 1.74, "fe_co_std": 0.67, "fe_gas_total_mean": 79.13, "fe_gas_total_std": 1.59, "fe_h2_mean": 74.02, "fe_h2_std": 3.65, "fe_liquid_mean": 20.87, "fe_liquid_std": 1.59, "max_partial_current_c2h4_mean": 17.99, "max_partial_current_ch4_mean": 3.38, "max_partial_current_co_mean": 54.62, "max_partial_current_gas_total_mean": 237.38, "max_partial_current_h2_mean": 222.07, "max_partial_current_liquid_mean": 62.62, "partial_current_c2h4_mean": 6.67, "partial_current_c2h4_std": 3.35, "partial_current_ch4_mean": 3.38, "partial_current_ch4_std": 1.34, "partial_current_co_mean": 5.22, "partial_current_co_std": 2.02, "partial_current_gas_total_mean": 237.38, "partial_current_gas_total_std": 4.77, "partial_current_h2_mean": 222.07, "partial_current_h2_std": 10.95, "partial_current_liquid_mean": 62.62, "partial_current_liquid_std": 4.77, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.2-Cu-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.2-Cu-0.8", "voltage_mean": 3.7266666666666666, "voltage_std": 0.11930353445448848, "xrf composition": "Au-0.415-Cu-0.585"}, {"Ag": 0, "Au": 0.466, "Cd": 0, "Cu": 0.534, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 94323.07, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Au-0.25-Cu-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Cu-0.75", "voltage_mean": 2.8166666666666664, "voltage_std": 0.08082903768654767, "xrf composition": "Au-0.466-Cu-0.534"}, {"Ag": 0, "Au": 0.466, "Cd": 0, "Cu": 0.534, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 94323.07, "current density": 50, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 43.33, "fe_co_std": 6.88, "fe_gas_total_mean": 85.88, "fe_gas_total_std": 8.89, "fe_h2_mean": 42.48, "fe_h2_std": 6.95, "fe_liquid_mean": 14.12, "fe_liquid_std": 8.89, "max_partial_current_c2h4_mean": 19.35, "max_partial_current_ch4_mean": 4.83, "max_partial_current_co_mean": 54.22, "max_partial_current_gas_total_mean": 272.87, "max_partial_current_h2_mean": 256.81, "max_partial_current_liquid_mean": 27.13, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.67, "partial_current_co_std": 3.44, "partial_current_gas_total_mean": 42.94, "partial_current_gas_total_std": 4.45, "partial_current_h2_mean": 21.24, "partial_current_h2_std": 3.47, "partial_current_liquid_mean": 7.06, "partial_current_liquid_std": 4.45, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.25-Cu-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Cu-0.75", "voltage_mean": 2.936666666666667, "voltage_std": 0.07023769168568475, "xrf composition": "Au-0.466-Cu-0.534"}, {"Ag": 0, "Au": 0.466, "Cd": 0, "Cu": 0.534, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 94323.07, "current density": 100, "fe_c2h4_mean": 0.65, "fe_c2h4_std": 0.74, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.08, "fe_co_mean": 43.78, "fe_co_std": 3.19, "fe_gas_total_mean": 85.43, "fe_gas_total_std": 8.47, "fe_h2_mean": 40.93, "fe_h2_std": 6.79, "fe_liquid_mean": 14.57, "fe_liquid_std": 8.47, "max_partial_current_c2h4_mean": 19.35, "max_partial_current_ch4_mean": 4.83, "max_partial_current_co_mean": 54.22, "max_partial_current_gas_total_mean": 272.87, "max_partial_current_h2_mean": 256.81, "max_partial_current_liquid_mean": 27.13, "partial_current_c2h4_mean": 0.65, "partial_current_c2h4_std": 0.74, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.08, "partial_current_co_mean": 43.78, "partial_current_co_std": 3.19, "partial_current_gas_total_mean": 85.43, "partial_current_gas_total_std": 8.47, "partial_current_h2_mean": 40.93, "partial_current_h2_std": 6.79, "partial_current_liquid_mean": 14.57, "partial_current_liquid_std": 8.47, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.25-Cu-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Cu-0.75", "voltage_mean": 3.266666666666667, "voltage_std": 0.08504900548115378, "xrf composition": "Au-0.466-Cu-0.534"}, {"Ag": 0, "Au": 0.466, "Cd": 0, "Cu": 0.534, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 94323.07, "current density": 150, "fe_c2h4_mean": 8.4, "fe_c2h4_std": 6.74, "fe_ch4_mean": 1.16, "fe_ch4_std": 1.49, "fe_co_mean": 36.15, "fe_co_std": 7.82, "fe_gas_total_mean": 88.07, "fe_gas_total_std": 8.86, "fe_h2_mean": 42.35, "fe_h2_std": 8.13, "fe_liquid_mean": 11.93, "fe_liquid_std": 8.86, "max_partial_current_c2h4_mean": 19.35, "max_partial_current_ch4_mean": 4.83, "max_partial_current_co_mean": 54.22, "max_partial_current_gas_total_mean": 272.87, "max_partial_current_h2_mean": 256.81, "max_partial_current_liquid_mean": 27.13, "partial_current_c2h4_mean": 12.6, "partial_current_c2h4_std": 10.12, "partial_current_ch4_mean": 1.74, "partial_current_ch4_std": 2.24, "partial_current_co_mean": 54.22, "partial_current_co_std": 11.74, "partial_current_gas_total_mean": 132.11, "partial_current_gas_total_std": 13.28, "partial_current_h2_mean": 63.52, "partial_current_h2_std": 12.19, "partial_current_liquid_mean": 17.9, "partial_current_liquid_std": 13.28, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.25-Cu-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Cu-0.75", "voltage_mean": 3.5066666666666664, "voltage_std": 0.10408329997330637, "xrf composition": "Au-0.466-Cu-0.534"}, {"Ag": 0, "Au": 0.466, "Cd": 0, "Cu": 0.534, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 94323.07, "current density": 200, "fe_c2h4_mean": 9.68, "fe_c2h4_std": 1.67, "fe_ch4_mean": 2.41, "fe_ch4_std": 1.08, "fe_co_mean": 16.52, "fe_co_std": 9.15, "fe_gas_total_mean": 89.29, "fe_gas_total_std": 11.38, "fe_h2_mean": 60.66, "fe_h2_std": 18.73, "fe_liquid_mean": 10.71, "fe_liquid_std": 11.38, "max_partial_current_c2h4_mean": 19.35, "max_partial_current_ch4_mean": 4.83, "max_partial_current_co_mean": 54.22, "max_partial_current_gas_total_mean": 272.87, "max_partial_current_h2_mean": 256.81, "max_partial_current_liquid_mean": 27.13, "partial_current_c2h4_mean": 19.35, "partial_current_c2h4_std": 3.34, "partial_current_ch4_mean": 4.83, "partial_current_ch4_std": 2.16, "partial_current_co_mean": 33.04, "partial_current_co_std": 18.3, "partial_current_gas_total_mean": 178.59, "partial_current_gas_total_std": 22.76, "partial_current_h2_mean": 121.32, "partial_current_h2_std": 37.46, "partial_current_liquid_mean": 21.41, "partial_current_liquid_std": 22.76, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.25-Cu-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Cu-0.75", "voltage_mean": 3.6933333333333334, "voltage_std": 0.08621678104251704, "xrf composition": "Au-0.466-Cu-0.534"}, {"Ag": 0, "Au": 0.466, "Cd": 0, "Cu": 0.534, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 94323.07, "current density": 300, "fe_c2h4_mean": 1.42, "fe_c2h4_std": 0.55, "fe_ch4_mean": 0.97, "fe_ch4_std": 0.4, "fe_co_mean": 2.96, "fe_co_std": 1.18, "fe_gas_total_mean": 90.96, "fe_gas_total_std": 6.44, "fe_h2_mean": 85.6, "fe_h2_std": 7.72, "fe_liquid_mean": 9.04, "fe_liquid_std": 6.44, "max_partial_current_c2h4_mean": 19.35, "max_partial_current_ch4_mean": 4.83, "max_partial_current_co_mean": 54.22, "max_partial_current_gas_total_mean": 272.87, "max_partial_current_h2_mean": 256.81, "max_partial_current_liquid_mean": 27.13, "partial_current_c2h4_mean": 4.26, "partial_current_c2h4_std": 1.66, "partial_current_ch4_mean": 2.9, "partial_current_ch4_std": 1.2, "partial_current_co_mean": 8.89, "partial_current_co_std": 3.55, "partial_current_gas_total_mean": 272.87, "partial_current_gas_total_std": 19.31, "partial_current_h2_mean": 256.81, "partial_current_h2_std": 23.17, "partial_current_liquid_mean": 27.13, "partial_current_liquid_std": 19.31, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.25-Cu-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Cu-0.75", "voltage_mean": 3.8000000000000003, "voltage_std": 0.036055512754640064, "xrf composition": "Au-0.466-Cu-0.534"}, {"Ag": 0, "Au": 0.347, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.653, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 51590.26, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Au-0.333-Tl-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.333-Tl-0.667", "voltage_mean": 3.013333333333333, "voltage_std": 0.01527525231651948, "xrf composition": "Au-0.347-Tl-0.653"}, {"Ag": 0, "Au": 0.347, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.653, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 51590.26, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.19, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.14, "fe_gas_total_std": 5.22, "fe_h2_mean": 85.92, "fe_h2_std": 5.21, "fe_liquid_mean": 13.86, "fe_liquid_std": 5.22, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 0.74, "max_partial_current_gas_total_mean": 215.91, "max_partial_current_h2_mean": 214.94, "max_partial_current_liquid_mean": 84.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.07, "partial_current_gas_total_std": 2.61, "partial_current_h2_mean": 42.96, "partial_current_h2_std": 2.61, "partial_current_liquid_mean": 6.93, "partial_current_liquid_std": 2.61, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.333-Tl-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.333-Tl-0.667", "voltage_mean": 3.1366666666666667, "voltage_std": 0.028867513459481187, "xrf composition": "Au-0.347-Tl-0.653"}, {"Ag": 0, "Au": 0.347, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.653, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 51590.26, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.18, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 79.91, "fe_gas_total_std": 5.49, "fe_h2_mean": 79.69, "fe_h2_std": 5.48, "fe_liquid_mean": 20.09, "fe_liquid_std": 5.49, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 0.74, "max_partial_current_gas_total_mean": 215.91, "max_partial_current_h2_mean": 214.94, "max_partial_current_liquid_mean": 84.09, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 79.91, "partial_current_gas_total_std": 5.49, "partial_current_h2_mean": 79.69, "partial_current_h2_std": 5.48, "partial_current_liquid_mean": 20.09, "partial_current_liquid_std": 5.49, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.333-Tl-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.333-Tl-0.667", "voltage_mean": 3.4133333333333336, "voltage_std": 0.05033222956847165, "xrf composition": "Au-0.347-Tl-0.653"}, {"Ag": 0, "Au": 0.347, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.653, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 51590.26, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.18, "fe_ch4_std": 0.01, "fe_co_mean": 0.49, "fe_co_std": 0.44, "fe_gas_total_mean": 75.5, "fe_gas_total_std": 3.3, "fe_h2_mean": 74.79, "fe_h2_std": 3.35, "fe_liquid_mean": 24.5, "fe_liquid_std": 3.3, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 0.74, "max_partial_current_gas_total_mean": 215.91, "max_partial_current_h2_mean": 214.94, "max_partial_current_liquid_mean": 84.09, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.28, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 0.74, "partial_current_co_std": 0.65, "partial_current_gas_total_mean": 113.24, "partial_current_gas_total_std": 4.95, "partial_current_h2_mean": 112.19, "partial_current_h2_std": 5.02, "partial_current_liquid_mean": 36.76, "partial_current_liquid_std": 4.95, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.333-Tl-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.333-Tl-0.667", "voltage_mean": 3.59, "voltage_std": 0.0529150262212919, "xrf composition": "Au-0.347-Tl-0.653"}, {"Ag": 0, "Au": 0.347, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.653, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 51590.26, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.15, "fe_ch4_std": 0.03, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 75.72, "fe_gas_total_std": 7.18, "fe_h2_mean": 75.54, "fe_h2_std": 7.21, "fe_liquid_mean": 24.28, "fe_liquid_std": 7.18, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 0.74, "max_partial_current_gas_total_mean": 215.91, "max_partial_current_h2_mean": 214.94, "max_partial_current_liquid_mean": 84.09, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.31, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 151.45, "partial_current_gas_total_std": 14.37, "partial_current_h2_mean": 151.09, "partial_current_h2_std": 14.42, "partial_current_liquid_mean": 48.55, "partial_current_liquid_std": 14.37, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.333-Tl-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.333-Tl-0.667", "voltage_mean": 3.6833333333333336, "voltage_std": 0.03511884584284265, "xrf composition": "Au-0.347-Tl-0.653"}, {"Ag": 0, "Au": 0.347, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.653, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 51590.26, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.11, "fe_ch4_std": 0.07, "fe_co_mean": 0.19, "fe_co_std": 0.19, "fe_gas_total_mean": 71.97, "fe_gas_total_std": 8.46, "fe_h2_mean": 71.65, "fe_h2_std": 8.64, "fe_liquid_mean": 28.03, "fe_liquid_std": 8.46, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 0.74, "max_partial_current_gas_total_mean": 215.91, "max_partial_current_h2_mean": 214.94, "max_partial_current_liquid_mean": 84.09, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.33, "partial_current_ch4_std": 0.2, "partial_current_co_mean": 0.58, "partial_current_co_std": 0.57, "partial_current_gas_total_mean": 215.91, "partial_current_gas_total_std": 25.39, "partial_current_h2_mean": 214.94, "partial_current_h2_std": 25.93, "partial_current_liquid_mean": 84.09, "partial_current_liquid_std": 25.39, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.333-Tl-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.333-Tl-0.667", "voltage_mean": 3.8466666666666662, "voltage_std": 0.06506407098647728, "xrf composition": "Au-0.347-Tl-0.653"}, {"Ag": 0, "Au": 0.629, "Cd": 0, "Cu": 0.371, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 108538.37, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Au-0.429-Cu-0.571_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.429-Cu-0.571", "voltage_mean": 2.8333333333333335, "voltage_std": 0.020816659994661098, "xrf composition": "Au-0.629-Cu-0.371"}, {"Ag": 0, "Au": 0.629, "Cd": 0, "Cu": 0.371, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 108538.37, "current density": 50, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.01, "fe_co_mean": 38.89, "fe_co_std": 7.72, "fe_gas_total_mean": 97.81, "fe_gas_total_std": 12.2, "fe_h2_mean": 58.77, "fe_h2_std": 6.61, "fe_liquid_mean": 2.19, "fe_liquid_std": 12.2, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.31, "max_partial_current_co_mean": 32.02, "max_partial_current_gas_total_mean": 270.12, "max_partial_current_h2_mean": 258.87, "max_partial_current_liquid_mean": 29.88, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 19.45, "partial_current_co_std": 3.86, "partial_current_gas_total_mean": 48.9, "partial_current_gas_total_std": 6.1, "partial_current_h2_mean": 29.39, "partial_current_h2_std": 3.31, "partial_current_liquid_mean": 1.1, "partial_current_liquid_std": 6.1, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.429-Cu-0.571_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.429-Cu-0.571", "voltage_mean": 3.0233333333333334, "voltage_std": 0.020816659994661525, "xrf composition": "Au-0.629-Cu-0.371"}, {"Ag": 0, "Au": 0.629, "Cd": 0, "Cu": 0.371, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 108538.37, "current density": 100, "fe_c2h4_mean": 0.08, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.11, "fe_ch4_std": 0.01, "fe_co_mean": 29.39, "fe_co_std": 6.44, "fe_gas_total_mean": 95.7, "fe_gas_total_std": 13.01, "fe_h2_mean": 66.1, "fe_h2_std": 7.25, "fe_liquid_mean": 4.3, "fe_liquid_std": 13.01, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.31, "max_partial_current_co_mean": 32.02, "max_partial_current_gas_total_mean": 270.12, "max_partial_current_h2_mean": 258.87, "max_partial_current_liquid_mean": 29.88, "partial_current_c2h4_mean": 0.08, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 29.39, "partial_current_co_std": 6.44, "partial_current_gas_total_mean": 95.7, "partial_current_gas_total_std": 13.01, "partial_current_h2_mean": 66.1, "partial_current_h2_std": 7.25, "partial_current_liquid_mean": 4.3, "partial_current_liquid_std": 13.01, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.429-Cu-0.571_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.429-Cu-0.571", "voltage_mean": 3.3699999999999997, "voltage_std": 0.020000000000000018, "xrf composition": "Au-0.629-Cu-0.371"}, {"Ag": 0, "Au": 0.629, "Cd": 0, "Cu": 0.371, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 108538.37, "current density": 150, "fe_c2h4_mean": 0.09, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.14, "fe_ch4_std": 0.03, "fe_co_mean": 21.35, "fe_co_std": 4.52, "fe_gas_total_mean": 91.07, "fe_gas_total_std": 11.17, "fe_h2_mean": 69.47, "fe_h2_std": 6.96, "fe_liquid_mean": 8.93, "fe_liquid_std": 11.17, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.31, "max_partial_current_co_mean": 32.02, "max_partial_current_gas_total_mean": 270.12, "max_partial_current_h2_mean": 258.87, "max_partial_current_liquid_mean": 29.88, "partial_current_c2h4_mean": 0.14, "partial_current_c2h4_std": 0.04, "partial_current_ch4_mean": 0.21, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 32.02, "partial_current_co_std": 6.78, "partial_current_gas_total_mean": 136.6, "partial_current_gas_total_std": 16.75, "partial_current_h2_mean": 104.2, "partial_current_h2_std": 10.44, "partial_current_liquid_mean": 13.4, "partial_current_liquid_std": 16.75, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.429-Cu-0.571_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.429-Cu-0.571", "voltage_mean": 3.5500000000000003, "voltage_std": 0.01000000000000012, "xrf composition": "Au-0.629-Cu-0.371"}, {"Ag": 0, "Au": 0.629, "Cd": 0, "Cu": 0.371, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 108538.37, "current density": 200, "fe_c2h4_mean": 0.07, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.15, "fe_ch4_std": 0.02, "fe_co_mean": 11.77, "fe_co_std": 6.01, "fe_gas_total_mean": 90.83, "fe_gas_total_std": 4.71, "fe_h2_mean": 78.81, "fe_h2_std": 3.24, "fe_liquid_mean": 9.17, "fe_liquid_std": 4.71, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.31, "max_partial_current_co_mean": 32.02, "max_partial_current_gas_total_mean": 270.12, "max_partial_current_h2_mean": 258.87, "max_partial_current_liquid_mean": 29.88, "partial_current_c2h4_mean": 0.15, "partial_current_c2h4_std": 0.05, "partial_current_ch4_mean": 0.29, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 23.54, "partial_current_co_std": 12.02, "partial_current_gas_total_mean": 181.65, "partial_current_gas_total_std": 9.42, "partial_current_h2_mean": 157.63, "partial_current_h2_std": 6.48, "partial_current_liquid_mean": 18.35, "partial_current_liquid_std": 9.42, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.429-Cu-0.571_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.429-Cu-0.571", "voltage_mean": 3.6933333333333334, "voltage_std": 0.020816659994661382, "xrf composition": "Au-0.629-Cu-0.371"}, {"Ag": 0, "Au": 0.629, "Cd": 0, "Cu": 0.371, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 108538.37, "current density": 300, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.03, "fe_co_mean": 3.59, "fe_co_std": 1.57, "fe_gas_total_mean": 90.04, "fe_gas_total_std": 13.98, "fe_h2_mean": 86.29, "fe_h2_std": 13.01, "fe_liquid_mean": 9.96, "fe_liquid_std": 13.98, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.31, "max_partial_current_co_mean": 32.02, "max_partial_current_gas_total_mean": 270.12, "max_partial_current_h2_mean": 258.87, "max_partial_current_liquid_mean": 29.88, "partial_current_c2h4_mean": 0.12, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.31, "partial_current_ch4_std": 0.09, "partial_current_co_mean": 10.76, "partial_current_co_std": 4.7, "partial_current_gas_total_mean": 270.12, "partial_current_gas_total_std": 41.95, "partial_current_h2_mean": 258.87, "partial_current_h2_std": 39.03, "partial_current_liquid_mean": 29.88, "partial_current_liquid_std": 41.95, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.429-Cu-0.571_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.429-Cu-0.571", "voltage_mean": 3.8066666666666666, "voltage_std": 0.03511884584284239, "xrf composition": "Au-0.629-Cu-0.371"}, {"Ag": 0, "Au": 0.706, "Cd": 0, "Cu": 0.294, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 113890.41, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Au-0.5-Cu-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cu-0.5", "voltage_mean": 2.813333333333333, "voltage_std": 0.015275252316519794, "xrf composition": "Au-0.706-Cu-0.294"}, {"Ag": 0, "Au": 0.706, "Cd": 0, "Cu": 0.294, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 113890.41, "current density": 50, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.01, "fe_co_mean": 32.56, "fe_co_std": 2.77, "fe_gas_total_mean": 87.96, "fe_gas_total_std": 3.14, "fe_h2_mean": 55.28, "fe_h2_std": 5.85, "fe_liquid_mean": 12.04, "fe_liquid_std": 3.14, "max_partial_current_c2h4_mean": 0.23, "max_partial_current_ch4_mean": 0.34, "max_partial_current_co_mean": 53.85, "max_partial_current_gas_total_mean": 246.8, "max_partial_current_h2_mean": 226.23, "max_partial_current_liquid_mean": 53.2, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.28, "partial_current_co_std": 1.39, "partial_current_gas_total_mean": 43.98, "partial_current_gas_total_std": 1.57, "partial_current_h2_mean": 27.64, "partial_current_h2_std": 2.92, "partial_current_liquid_mean": 6.02, "partial_current_liquid_std": 1.57, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.5-Cu-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cu-0.5", "voltage_mean": 3.0533333333333332, "voltage_std": 0.023094010767585115, "xrf composition": "Au-0.706-Cu-0.294"}, {"Ag": 0, "Au": 0.706, "Cd": 0, "Cu": 0.294, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 113890.41, "current density": 100, "fe_c2h4_mean": 0.08, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.01, "fe_co_mean": 34.82, "fe_co_std": 1.65, "fe_gas_total_mean": 91.05, "fe_gas_total_std": 1.47, "fe_h2_mean": 56.06, "fe_h2_std": 2.83, "fe_liquid_mean": 8.95, "fe_liquid_std": 1.47, "max_partial_current_c2h4_mean": 0.23, "max_partial_current_ch4_mean": 0.34, "max_partial_current_co_mean": 53.85, "max_partial_current_gas_total_mean": 246.8, "max_partial_current_h2_mean": 226.23, "max_partial_current_liquid_mean": 53.2, "partial_current_c2h4_mean": 0.08, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 34.82, "partial_current_co_std": 1.65, "partial_current_gas_total_mean": 91.05, "partial_current_gas_total_std": 1.47, "partial_current_h2_mean": 56.06, "partial_current_h2_std": 2.83, "partial_current_liquid_mean": 8.95, "partial_current_liquid_std": 1.47, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.5-Cu-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cu-0.5", "voltage_mean": 3.356666666666667, "voltage_std": 0.04041451884327388, "xrf composition": "Au-0.706-Cu-0.294"}, {"Ag": 0, "Au": 0.706, "Cd": 0, "Cu": 0.294, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 113890.41, "current density": 150, "fe_c2h4_mean": 0.09, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.01, "fe_co_mean": 33.76, "fe_co_std": 1.57, "fe_gas_total_mean": 87.92, "fe_gas_total_std": 1.34, "fe_h2_mean": 53.95, "fe_h2_std": 2.08, "fe_liquid_mean": 12.08, "fe_liquid_std": 1.34, "max_partial_current_c2h4_mean": 0.23, "max_partial_current_ch4_mean": 0.34, "max_partial_current_co_mean": 53.85, "max_partial_current_gas_total_mean": 246.8, "max_partial_current_h2_mean": 226.23, "max_partial_current_liquid_mean": 53.2, "partial_current_c2h4_mean": 0.14, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 50.64, "partial_current_co_std": 2.35, "partial_current_gas_total_mean": 131.88, "partial_current_gas_total_std": 2, "partial_current_h2_mean": 80.92, "partial_current_h2_std": 3.12, "partial_current_liquid_mean": 18.12, "partial_current_liquid_std": 2, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.5-Cu-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cu-0.5", "voltage_mean": 3.533333333333333, "voltage_std": 0.06658328118479385, "xrf composition": "Au-0.706-Cu-0.294"}, {"Ag": 0, "Au": 0.706, "Cd": 0, "Cu": 0.294, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 113890.41, "current density": 200, "fe_c2h4_mean": 0.12, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.17, "fe_ch4_std": 0.02, "fe_co_mean": 26.93, "fe_co_std": 5.22, "fe_gas_total_mean": 82.99, "fe_gas_total_std": 5.13, "fe_h2_mean": 55.76, "fe_h2_std": 2.55, "fe_liquid_mean": 17.01, "fe_liquid_std": 5.13, "max_partial_current_c2h4_mean": 0.23, "max_partial_current_ch4_mean": 0.34, "max_partial_current_co_mean": 53.85, "max_partial_current_gas_total_mean": 246.8, "max_partial_current_h2_mean": 226.23, "max_partial_current_liquid_mean": 53.2, "partial_current_c2h4_mean": 0.23, "partial_current_c2h4_std": 0.04, "partial_current_ch4_mean": 0.34, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 53.85, "partial_current_co_std": 10.44, "partial_current_gas_total_mean": 165.98, "partial_current_gas_total_std": 10.26, "partial_current_h2_mean": 111.53, "partial_current_h2_std": 5.11, "partial_current_liquid_mean": 34.02, "partial_current_liquid_std": 10.26, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.5-Cu-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cu-0.5", "voltage_mean": 3.7066666666666666, "voltage_std": 0.08144527815247064, "xrf composition": "Au-0.706-Cu-0.294"}, {"Ag": 0, "Au": 0.706, "Cd": 0, "Cu": 0.294, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 113890.41, "current density": 300, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.02, "fe_co_mean": 6.72, "fe_co_std": 0.83, "fe_gas_total_mean": 82.27, "fe_gas_total_std": 5.42, "fe_h2_mean": 75.41, "fe_h2_std": 6.23, "fe_liquid_mean": 17.73, "fe_liquid_std": 5.42, "max_partial_current_c2h4_mean": 0.23, "max_partial_current_ch4_mean": 0.34, "max_partial_current_co_mean": 53.85, "max_partial_current_gas_total_mean": 246.8, "max_partial_current_h2_mean": 226.23, "max_partial_current_liquid_mean": 53.2, "partial_current_c2h4_mean": 0.12, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.28, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 20.15, "partial_current_co_std": 2.5, "partial_current_gas_total_mean": 246.8, "partial_current_gas_total_std": 16.25, "partial_current_h2_mean": 226.23, "partial_current_h2_std": 18.7, "partial_current_liquid_mean": 53.2, "partial_current_liquid_std": 16.25, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.5-Cu-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cu-0.5", "voltage_mean": 3.8333333333333335, "voltage_std": 0.10066445913694314, "xrf composition": "Au-0.706-Cu-0.294"}, {"Ag": 0, "Au": 0.642, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.358, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 110209.23, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Au-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Pd-0.5", "voltage_mean": 2.5433333333333334, "voltage_std": 0.04932882862316241, "xrf composition": "Au-0.642-Pd-0.358"}, {"Ag": 0, "Au": 0.642, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.358, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 110209.23, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 16.19, "fe_co_std": 13.53, "fe_gas_total_mean": 85.11, "fe_gas_total_std": 3.17, "fe_h2_mean": 68.89, "fe_h2_std": 10.98, "fe_liquid_mean": 14.89, "fe_liquid_std": 3.17, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 8.69, "max_partial_current_gas_total_mean": 249.77, "max_partial_current_h2_mean": 247.75, "max_partial_current_liquid_mean": 50.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.09, "partial_current_co_std": 6.76, "partial_current_gas_total_mean": 42.56, "partial_current_gas_total_std": 1.58, "partial_current_h2_mean": 34.45, "partial_current_h2_std": 5.49, "partial_current_liquid_mean": 7.44, "partial_current_liquid_std": 1.58, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Pd-0.5", "voltage_mean": 3.08, "voltage_std": 0.08000000000000007, "xrf composition": "Au-0.642-Pd-0.358"}, {"Ag": 0, "Au": 0.642, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.358, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 110209.23, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 8.69, "fe_co_std": 7.1, "fe_gas_total_mean": 86.41, "fe_gas_total_std": 0.54, "fe_h2_mean": 77.67, "fe_h2_std": 6.92, "fe_liquid_mean": 13.59, "fe_liquid_std": 0.54, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 8.69, "max_partial_current_gas_total_mean": 249.77, "max_partial_current_h2_mean": 247.75, "max_partial_current_liquid_mean": 50.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 8.69, "partial_current_co_std": 7.1, "partial_current_gas_total_mean": 86.41, "partial_current_gas_total_std": 0.54, "partial_current_h2_mean": 77.67, "partial_current_h2_std": 6.92, "partial_current_liquid_mean": 13.59, "partial_current_liquid_std": 0.54, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Pd-0.5", "voltage_mean": 3.4466666666666668, "voltage_std": 0.10066445913694348, "xrf composition": "Au-0.642-Pd-0.358"}, {"Ag": 0, "Au": 0.642, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.358, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 110209.23, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 4.99, "fe_co_std": 3.87, "fe_gas_total_mean": 85.88, "fe_gas_total_std": 1.77, "fe_h2_mean": 80.81, "fe_h2_std": 3.06, "fe_liquid_mean": 14.12, "fe_liquid_std": 1.77, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 8.69, "max_partial_current_gas_total_mean": 249.77, "max_partial_current_h2_mean": 247.75, "max_partial_current_liquid_mean": 50.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 7.48, "partial_current_co_std": 5.8, "partial_current_gas_total_mean": 128.82, "partial_current_gas_total_std": 2.65, "partial_current_h2_mean": 121.22, "partial_current_h2_std": 4.59, "partial_current_liquid_mean": 21.18, "partial_current_liquid_std": 2.65, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Pd-0.5", "voltage_mean": 3.67, "voltage_std": 0.12999999999999992, "xrf composition": "Au-0.642-Pd-0.358"}, {"Ag": 0, "Au": 0.642, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.358, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 110209.23, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 2.28, "fe_co_std": 1.75, "fe_gas_total_mean": 86.34, "fe_gas_total_std": 2.59, "fe_h2_mean": 84, "fe_h2_std": 0.85, "fe_liquid_mean": 13.66, "fe_liquid_std": 2.59, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 8.69, "max_partial_current_gas_total_mean": 249.77, "max_partial_current_h2_mean": 247.75, "max_partial_current_liquid_mean": 50.23, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 4.57, "partial_current_co_std": 3.49, "partial_current_gas_total_mean": 172.67, "partial_current_gas_total_std": 5.18, "partial_current_h2_mean": 167.99, "partial_current_h2_std": 1.69, "partial_current_liquid_mean": 27.33, "partial_current_liquid_std": 5.18, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Pd-0.5", "voltage_mean": 3.7866666666666666, "voltage_std": 0.14843629385474877, "xrf composition": "Au-0.642-Pd-0.358"}, {"Ag": 0, "Au": 0.642, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.358, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 110209.23, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 0.65, "fe_co_std": 0.76, "fe_gas_total_mean": 83.26, "fe_gas_total_std": 4.32, "fe_h2_mean": 82.58, "fe_h2_std": 3.58, "fe_liquid_mean": 16.74, "fe_liquid_std": 4.32, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 8.69, "max_partial_current_gas_total_mean": 249.77, "max_partial_current_h2_mean": 247.75, "max_partial_current_liquid_mean": 50.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 1.95, "partial_current_co_std": 2.27, "partial_current_gas_total_mean": 249.77, "partial_current_gas_total_std": 12.95, "partial_current_h2_mean": 247.75, "partial_current_h2_std": 10.74, "partial_current_liquid_mean": 50.23, "partial_current_liquid_std": 12.95, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Pd-0.5", "voltage_mean": 3.9166666666666665, "voltage_std": 0.14843629385474877, "xrf composition": "Au-0.642-Pd-0.358"}, {"Ag": 0, "Au": 0.76, "Cd": 0, "Cu": 0.24, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 117246.07, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Au-0.556-Cu-0.444_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.556-Cu-0.444", "voltage_mean": 2.71, "voltage_std": 0.042426406871192736, "xrf composition": "Au-0.76-Cu-0.24"}, {"Ag": 0, "Au": 0.76, "Cd": 0, "Cu": 0.24, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 117246.07, "current density": 50, "fe_c2h4_mean": 0.92, "fe_c2h4_std": 0.76, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 30.8, "fe_co_std": 5.71, "fe_gas_total_mean": 70.32, "fe_gas_total_std": 3.59, "fe_h2_mean": 38.56, "fe_h2_std": 2.91, "fe_liquid_mean": 29.68, "fe_liquid_std": 3.59, "max_partial_current_c2h4_mean": 17.46, "max_partial_current_ch4_mean": 3.28, "max_partial_current_co_mean": 38.25, "max_partial_current_gas_total_mean": 245.96, "max_partial_current_h2_mean": 228.48, "max_partial_current_liquid_mean": 54.04, "partial_current_c2h4_mean": 0.46, "partial_current_c2h4_std": 0.38, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.4, "partial_current_co_std": 2.85, "partial_current_gas_total_mean": 35.16, "partial_current_gas_total_std": 1.79, "partial_current_h2_mean": 19.28, "partial_current_h2_std": 1.45, "partial_current_liquid_mean": 14.84, "partial_current_liquid_std": 1.79, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.556-Cu-0.444_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.556-Cu-0.444", "voltage_mean": 2.9450000000000003, "voltage_std": 0.03535533905932772, "xrf composition": "Au-0.76-Cu-0.24"}, {"Ag": 0, "Au": 0.76, "Cd": 0, "Cu": 0.24, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 117246.07, "current density": 100, "fe_c2h4_mean": 2.71, "fe_c2h4_std": 1, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 38.25, "fe_co_std": 6.53, "fe_gas_total_mean": 77.39, "fe_gas_total_std": 1.75, "fe_h2_mean": 36.33, "fe_h2_std": 5.78, "fe_liquid_mean": 22.61, "fe_liquid_std": 1.75, "max_partial_current_c2h4_mean": 17.46, "max_partial_current_ch4_mean": 3.28, "max_partial_current_co_mean": 38.25, "max_partial_current_gas_total_mean": 245.96, "max_partial_current_h2_mean": 228.48, "max_partial_current_liquid_mean": 54.04, "partial_current_c2h4_mean": 2.71, "partial_current_c2h4_std": 1, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 38.25, "partial_current_co_std": 6.53, "partial_current_gas_total_mean": 77.39, "partial_current_gas_total_std": 1.75, "partial_current_h2_mean": 36.33, "partial_current_h2_std": 5.78, "partial_current_liquid_mean": 22.61, "partial_current_liquid_std": 1.75, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.556-Cu-0.444_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.556-Cu-0.444", "voltage_mean": 3.21, "voltage_std": 0.028284271247461926, "xrf composition": "Au-0.76-Cu-0.24"}, {"Ag": 0, "Au": 0.76, "Cd": 0, "Cu": 0.24, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 117246.07, "current density": 150, "fe_c2h4_mean": 10.55, "fe_c2h4_std": 1.22, "fe_ch4_mean": 0.92, "fe_ch4_std": 0.63, "fe_co_mean": 22.29, "fe_co_std": 7.2, "fe_gas_total_mean": 71.28, "fe_gas_total_std": 1.07, "fe_h2_mean": 37.5, "fe_h2_std": 6.68, "fe_liquid_mean": 28.72, "fe_liquid_std": 1.07, "max_partial_current_c2h4_mean": 17.46, "max_partial_current_ch4_mean": 3.28, "max_partial_current_co_mean": 38.25, "max_partial_current_gas_total_mean": 245.96, "max_partial_current_h2_mean": 228.48, "max_partial_current_liquid_mean": 54.04, "partial_current_c2h4_mean": 15.82, "partial_current_c2h4_std": 1.82, "partial_current_ch4_mean": 1.37, "partial_current_ch4_std": 0.94, "partial_current_co_mean": 33.44, "partial_current_co_std": 10.8, "partial_current_gas_total_mean": 106.91, "partial_current_gas_total_std": 1.6, "partial_current_h2_mean": 56.26, "partial_current_h2_std": 10.02, "partial_current_liquid_mean": 43.09, "partial_current_liquid_std": 1.6, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.556-Cu-0.444_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.556-Cu-0.444", "voltage_mean": 3.425, "voltage_std": 0.007071067811865481, "xrf composition": "Au-0.76-Cu-0.24"}, {"Ag": 0, "Au": 0.76, "Cd": 0, "Cu": 0.24, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 117246.07, "current density": 200, "fe_c2h4_mean": 8.73, "fe_c2h4_std": 4.31, "fe_ch4_mean": 1.64, "fe_ch4_std": 0.74, "fe_co_mean": 17.11, "fe_co_std": 5.42, "fe_gas_total_mean": 74.65, "fe_gas_total_std": 8.1, "fe_h2_mean": 47.14, "fe_h2_std": 17.1, "fe_liquid_mean": 25.35, "fe_liquid_std": 8.1, "max_partial_current_c2h4_mean": 17.46, "max_partial_current_ch4_mean": 3.28, "max_partial_current_co_mean": 38.25, "max_partial_current_gas_total_mean": 245.96, "max_partial_current_h2_mean": 228.48, "max_partial_current_liquid_mean": 54.04, "partial_current_c2h4_mean": 17.46, "partial_current_c2h4_std": 8.63, "partial_current_ch4_mean": 3.28, "partial_current_ch4_std": 1.47, "partial_current_co_mean": 34.23, "partial_current_co_std": 10.85, "partial_current_gas_total_mean": 149.3, "partial_current_gas_total_std": 16.21, "partial_current_h2_mean": 94.28, "partial_current_h2_std": 34.2, "partial_current_liquid_mean": 50.7, "partial_current_liquid_std": 16.21, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.556-Cu-0.444_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.556-Cu-0.444", "voltage_mean": 3.6, "voltage_std": 0, "xrf composition": "Au-0.76-Cu-0.24"}, {"Ag": 0, "Au": 0.76, "Cd": 0, "Cu": 0.24, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 117246.07, "current density": 300, "fe_c2h4_mean": 1.44, "fe_c2h4_std": 1.16, "fe_ch4_mean": 0.5, "fe_ch4_std": 0.21, "fe_co_mean": 3.88, "fe_co_std": 1.97, "fe_gas_total_mean": 81.98, "fe_gas_total_std": 0.49, "fe_h2_mean": 76.16, "fe_h2_std": 3.83, "fe_liquid_mean": 18.02, "fe_liquid_std": 0.49, "max_partial_current_c2h4_mean": 17.46, "max_partial_current_ch4_mean": 3.28, "max_partial_current_co_mean": 38.25, "max_partial_current_gas_total_mean": 245.96, "max_partial_current_h2_mean": 228.48, "max_partial_current_liquid_mean": 54.04, "partial_current_c2h4_mean": 4.32, "partial_current_c2h4_std": 3.48, "partial_current_ch4_mean": 1.5, "partial_current_ch4_std": 0.64, "partial_current_co_mean": 11.66, "partial_current_co_std": 5.92, "partial_current_gas_total_mean": 245.96, "partial_current_gas_total_std": 1.46, "partial_current_h2_mean": 228.48, "partial_current_h2_std": 11.5, "partial_current_liquid_mean": 54.04, "partial_current_liquid_std": 1.46, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.556-Cu-0.444_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.556-Cu-0.444", "voltage_mean": 3.74, "voltage_std": 0.04242640687119305, "xrf composition": "Au-0.76-Cu-0.24"}, {"Ag": 0, "Au": 0.735, "Cd": 0, "Cu": 0.265, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 115729.72, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Au-0.6-Cu-0.4_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.6-Cu-0.4", "voltage_mean": 2.9000000000000004, "voltage_std": 0.042426406871192736, "xrf composition": "Au-0.735-Cu-0.265"}, {"Ag": 0, "Au": 0.735, "Cd": 0, "Cu": 0.265, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 115729.72, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.01, "fe_co_mean": 41.98, "fe_co_std": 0.42, "fe_gas_total_mean": 93.25, "fe_gas_total_std": 0.72, "fe_h2_mean": 51.16, "fe_h2_std": 1.15, "fe_liquid_mean": 6.75, "fe_liquid_std": 0.72, "max_partial_current_c2h4_mean": 0.31, "max_partial_current_ch4_mean": 0.66, "max_partial_current_co_mean": 33.72, "max_partial_current_gas_total_mean": 253.89, "max_partial_current_h2_mean": 246.62, "max_partial_current_liquid_mean": 46.11, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.99, "partial_current_co_std": 0.21, "partial_current_gas_total_mean": 46.62, "partial_current_gas_total_std": 0.36, "partial_current_h2_mean": 25.58, "partial_current_h2_std": 0.57, "partial_current_liquid_mean": 3.38, "partial_current_liquid_std": 0.36, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.6-Cu-0.4_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.6-Cu-0.4", "voltage_mean": 3.0999999999999996, "voltage_std": 0.07071067811865497, "xrf composition": "Au-0.735-Cu-0.265"}, {"Ag": 0, "Au": 0.735, "Cd": 0, "Cu": 0.265, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 115729.72, "current density": 100, "fe_c2h4_mean": 0.15, "fe_c2h4_std": 0.08, "fe_ch4_mean": 0.21, "fe_ch4_std": 0.06, "fe_co_mean": 33.72, "fe_co_std": 0.41, "fe_gas_total_mean": 94.58, "fe_gas_total_std": 1.46, "fe_h2_mean": 60.49, "fe_h2_std": 2.01, "fe_liquid_mean": 5.42, "fe_liquid_std": 1.46, "max_partial_current_c2h4_mean": 0.31, "max_partial_current_ch4_mean": 0.66, "max_partial_current_co_mean": 33.72, "max_partial_current_gas_total_mean": 253.89, "max_partial_current_h2_mean": 246.62, "max_partial_current_liquid_mean": 46.11, "partial_current_c2h4_mean": 0.15, "partial_current_c2h4_std": 0.08, "partial_current_ch4_mean": 0.21, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 33.72, "partial_current_co_std": 0.41, "partial_current_gas_total_mean": 94.58, "partial_current_gas_total_std": 1.46, "partial_current_h2_mean": 60.49, "partial_current_h2_std": 2.01, "partial_current_liquid_mean": 5.42, "partial_current_liquid_std": 1.46, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.6-Cu-0.4_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.6-Cu-0.4", "voltage_mean": 3.46, "voltage_std": 0.14142135623730964, "xrf composition": "Au-0.735-Cu-0.265"}, {"Ag": 0, "Au": 0.735, "Cd": 0, "Cu": 0.265, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 115729.72, "current density": 150, "fe_c2h4_mean": 0.18, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.3, "fe_ch4_std": 0.11, "fe_co_mean": 18.32, "fe_co_std": 10.88, "fe_gas_total_mean": 90.02, "fe_gas_total_std": 0.57, "fe_h2_mean": 71.22, "fe_h2_std": 10.43, "fe_liquid_mean": 9.98, "fe_liquid_std": 0.57, "max_partial_current_c2h4_mean": 0.31, "max_partial_current_ch4_mean": 0.66, "max_partial_current_co_mean": 33.72, "max_partial_current_gas_total_mean": 253.89, "max_partial_current_h2_mean": 246.62, "max_partial_current_liquid_mean": 46.11, "partial_current_c2h4_mean": 0.26, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.46, "partial_current_ch4_std": 0.16, "partial_current_co_mean": 27.47, "partial_current_co_std": 16.32, "partial_current_gas_total_mean": 135.04, "partial_current_gas_total_std": 0.86, "partial_current_h2_mean": 106.82, "partial_current_h2_std": 15.64, "partial_current_liquid_mean": 14.96, "partial_current_liquid_std": 0.86, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.6-Cu-0.4_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.6-Cu-0.4", "voltage_mean": 3.69, "voltage_std": 0.16970562748477155, "xrf composition": "Au-0.735-Cu-0.265"}, {"Ag": 0, "Au": 0.735, "Cd": 0, "Cu": 0.265, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 115729.72, "current density": 200, "fe_c2h4_mean": 0.16, "fe_c2h4_std": 0.05, "fe_ch4_mean": 0.33, "fe_ch4_std": 0.14, "fe_co_mean": 9.48, "fe_co_std": 1.45, "fe_gas_total_mean": 91.1, "fe_gas_total_std": 0.33, "fe_h2_mean": 81.12, "fe_h2_std": 1.32, "fe_liquid_mean": 8.91, "fe_liquid_std": 0.33, "max_partial_current_c2h4_mean": 0.31, "max_partial_current_ch4_mean": 0.66, "max_partial_current_co_mean": 33.72, "max_partial_current_gas_total_mean": 253.89, "max_partial_current_h2_mean": 246.62, "max_partial_current_liquid_mean": 46.11, "partial_current_c2h4_mean": 0.31, "partial_current_c2h4_std": 0.1, "partial_current_ch4_mean": 0.66, "partial_current_ch4_std": 0.28, "partial_current_co_mean": 18.97, "partial_current_co_std": 2.9, "partial_current_gas_total_mean": 182.19, "partial_current_gas_total_std": 0.66, "partial_current_h2_mean": 162.23, "partial_current_h2_std": 2.64, "partial_current_liquid_mean": 17.81, "partial_current_liquid_std": 0.66, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.6-Cu-0.4_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.6-Cu-0.4", "voltage_mean": 3.785, "voltage_std": 0.06363961030678918, "xrf composition": "Au-0.735-Cu-0.265"}, {"Ag": 0, "Au": 0.735, "Cd": 0, "Cu": 0.265, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 115729.72, "current density": 300, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.01, "fe_co_mean": 2.28, "fe_co_std": 0.93, "fe_gas_total_mean": 84.63, "fe_gas_total_std": 3.05, "fe_h2_mean": 82.2, "fe_h2_std": 2.11, "fe_liquid_mean": 15.37, "fe_liquid_std": 3.05, "max_partial_current_c2h4_mean": 0.31, "max_partial_current_ch4_mean": 0.66, "max_partial_current_co_mean": 33.72, "max_partial_current_gas_total_mean": 253.89, "max_partial_current_h2_mean": 246.62, "max_partial_current_liquid_mean": 46.11, "partial_current_c2h4_mean": 0.12, "partial_current_c2h4_std": 0.04, "partial_current_ch4_mean": 0.28, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 6.86, "partial_current_co_std": 2.78, "partial_current_gas_total_mean": 253.89, "partial_current_gas_total_std": 9.16, "partial_current_h2_mean": 246.62, "partial_current_h2_std": 6.34, "partial_current_liquid_mean": 46.11, "partial_current_liquid_std": 9.16, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.6-Cu-0.4_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.6-Cu-0.4", "voltage_mean": 3.885, "voltage_std": 0.13435028842544414, "xrf composition": "Au-0.735-Cu-0.265"}, {"Ag": 0, "Au": 0.866, "Cd": 0, "Cu": 0.134, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 123047.93, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Au-0.75-Cu-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cu-0.25", "voltage_mean": 2.9133333333333336, "voltage_std": 0.05507570547286098, "xrf composition": "Au-0.866-Cu-0.134"}, {"Ag": 0, "Au": 0.866, "Cd": 0, "Cu": 0.134, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 123047.93, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.11, "fe_ch4_std": 0.02, "fe_co_mean": 5.72, "fe_co_std": 1.89, "fe_gas_total_mean": 90.74, "fe_gas_total_std": 3.31, "fe_h2_mean": 84.88, "fe_h2_std": 3.33, "fe_liquid_mean": 9.26, "fe_liquid_std": 3.31, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 4.94, "max_partial_current_gas_total_mean": 261.04, "max_partial_current_h2_mean": 259.16, "max_partial_current_liquid_mean": 38.96, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 2.86, "partial_current_co_std": 0.94, "partial_current_gas_total_mean": 45.37, "partial_current_gas_total_std": 1.66, "partial_current_h2_mean": 42.44, "partial_current_h2_std": 1.67, "partial_current_liquid_mean": 4.63, "partial_current_liquid_std": 1.66, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.75-Cu-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cu-0.25", "voltage_mean": 3.1366666666666667, "voltage_std": 0.035118845842842285, "xrf composition": "Au-0.866-Cu-0.134"}, {"Ag": 0, "Au": 0.866, "Cd": 0, "Cu": 0.134, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 123047.93, "current density": 100, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0, "fe_ch4_mean": 0.14, "fe_ch4_std": 0.04, "fe_co_mean": 4.94, "fe_co_std": 1.49, "fe_gas_total_mean": 89.01, "fe_gas_total_std": 7.28, "fe_h2_mean": 83.87, "fe_h2_std": 5.89, "fe_liquid_mean": 10.99, "fe_liquid_std": 7.28, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 4.94, "max_partial_current_gas_total_mean": 261.04, "max_partial_current_h2_mean": 259.16, "max_partial_current_liquid_mean": 38.96, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 4.94, "partial_current_co_std": 1.49, "partial_current_gas_total_mean": 89.01, "partial_current_gas_total_std": 7.28, "partial_current_h2_mean": 83.87, "partial_current_h2_std": 5.89, "partial_current_liquid_mean": 10.99, "partial_current_liquid_std": 7.28, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.75-Cu-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cu-0.25", "voltage_mean": 3.4066666666666667, "voltage_std": 0.10115993936995682, "xrf composition": "Au-0.866-Cu-0.134"}, {"Ag": 0, "Au": 0.866, "Cd": 0, "Cu": 0.134, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 123047.93, "current density": 150, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.15, "fe_ch4_std": 0.04, "fe_co_mean": 2.56, "fe_co_std": 0.95, "fe_gas_total_mean": 91.05, "fe_gas_total_std": 3.58, "fe_h2_mean": 88.3, "fe_h2_std": 3.41, "fe_liquid_mean": 8.95, "fe_liquid_std": 3.58, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 4.94, "max_partial_current_gas_total_mean": 261.04, "max_partial_current_h2_mean": 259.16, "max_partial_current_liquid_mean": 38.96, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.22, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 3.84, "partial_current_co_std": 1.43, "partial_current_gas_total_mean": 136.58, "partial_current_gas_total_std": 5.37, "partial_current_h2_mean": 132.46, "partial_current_h2_std": 5.12, "partial_current_liquid_mean": 13.42, "partial_current_liquid_std": 5.37, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.75-Cu-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cu-0.25", "voltage_mean": 3.66, "voltage_std": 0.026457513110645887, "xrf composition": "Au-0.866-Cu-0.134"}, {"Ag": 0, "Au": 0.866, "Cd": 0, "Cu": 0.134, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 123047.93, "current density": 200, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.06, "fe_co_mean": 1.33, "fe_co_std": 0.49, "fe_gas_total_mean": 89.19, "fe_gas_total_std": 2.78, "fe_h2_mean": 87.71, "fe_h2_std": 2.42, "fe_liquid_mean": 10.81, "fe_liquid_std": 2.78, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 4.94, "max_partial_current_gas_total_mean": 261.04, "max_partial_current_h2_mean": 259.16, "max_partial_current_liquid_mean": 38.96, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0.12, "partial_current_co_mean": 2.66, "partial_current_co_std": 0.97, "partial_current_gas_total_mean": 178.37, "partial_current_gas_total_std": 5.56, "partial_current_h2_mean": 175.42, "partial_current_h2_std": 4.83, "partial_current_liquid_mean": 21.63, "partial_current_liquid_std": 5.56, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.75-Cu-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cu-0.25", "voltage_mean": 3.72, "voltage_std": 0.05567764362830037, "xrf composition": "Au-0.866-Cu-0.134"}, {"Ag": 0, "Au": 0.866, "Cd": 0, "Cu": 0.134, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 123047.93, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.02, "fe_co_mean": 0.55, "fe_co_std": 0.31, "fe_gas_total_mean": 87.01, "fe_gas_total_std": 6.44, "fe_h2_mean": 86.39, "fe_h2_std": 6.12, "fe_liquid_mean": 12.99, "fe_liquid_std": 6.44, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 4.94, "max_partial_current_gas_total_mean": 261.04, "max_partial_current_h2_mean": 259.16, "max_partial_current_liquid_mean": 38.96, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.19, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 1.66, "partial_current_co_std": 0.93, "partial_current_gas_total_mean": 261.04, "partial_current_gas_total_std": 19.32, "partial_current_h2_mean": 259.16, "partial_current_h2_std": 18.36, "partial_current_liquid_mean": 38.96, "partial_current_liquid_std": 19.32, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.75-Cu-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cu-0.25", "voltage_mean": 3.813333333333333, "voltage_std": 0.04932882862316263, "xrf composition": "Au-0.866-Cu-0.134"}, {"Ag": 0, "Au": 0.921, "Cd": 0, "Cu": 0.079, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 125711.46, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Au-0.8-Cu-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.8-Cu-0.2", "voltage_mean": 2.9333333333333336, "voltage_std": 0.07505553499465113, "xrf composition": "Au-0.921-Cu-0.079"}, {"Ag": 0, "Au": 0.921, "Cd": 0, "Cu": 0.079, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 125711.46, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0.05, "fe_co_mean": 8.14, "fe_co_std": 7.85, "fe_gas_total_mean": 94.9, "fe_gas_total_std": 3, "fe_h2_mean": 86.61, "fe_h2_std": 4.83, "fe_liquid_mean": 5.1, "fe_liquid_std": 3, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 6.36, "max_partial_current_gas_total_mean": 252.94, "max_partial_current_h2_mean": 251.7, "max_partial_current_liquid_mean": 47.06, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 4.07, "partial_current_co_std": 3.92, "partial_current_gas_total_mean": 47.45, "partial_current_gas_total_std": 1.5, "partial_current_h2_mean": 43.31, "partial_current_h2_std": 2.41, "partial_current_liquid_mean": 2.55, "partial_current_liquid_std": 1.5, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.8-Cu-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.8-Cu-0.2", "voltage_mean": 3.216666666666667, "voltage_std": 0.32578111260988313, "xrf composition": "Au-0.921-Cu-0.079"}, {"Ag": 0, "Au": 0.921, "Cd": 0, "Cu": 0.079, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 125711.46, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0.03, "fe_co_mean": 6.36, "fe_co_std": 5.77, "fe_gas_total_mean": 92.05, "fe_gas_total_std": 4.53, "fe_h2_mean": 85.54, "fe_h2_std": 1.61, "fe_liquid_mean": 7.95, "fe_liquid_std": 4.53, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 6.36, "max_partial_current_gas_total_mean": 252.94, "max_partial_current_h2_mean": 251.7, "max_partial_current_liquid_mean": 47.06, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.13, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 6.36, "partial_current_co_std": 5.77, "partial_current_gas_total_mean": 92.05, "partial_current_gas_total_std": 4.53, "partial_current_h2_mean": 85.54, "partial_current_h2_std": 1.61, "partial_current_liquid_mean": 7.95, "partial_current_liquid_std": 4.53, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.8-Cu-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.8-Cu-0.2", "voltage_mean": 3.686666666666666, "voltage_std": 0.6034346139668598, "xrf composition": "Au-0.921-Cu-0.079"}, {"Ag": 0, "Au": 0.921, "Cd": 0, "Cu": 0.079, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 125711.46, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.02, "fe_co_mean": 2.03, "fe_co_std": 1.16, "fe_gas_total_mean": 91.89, "fe_gas_total_std": 2.95, "fe_h2_mean": 89.71, "fe_h2_std": 1.89, "fe_liquid_mean": 8.11, "fe_liquid_std": 2.95, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 6.36, "max_partial_current_gas_total_mean": 252.94, "max_partial_current_h2_mean": 251.7, "max_partial_current_liquid_mean": 47.06, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 3.05, "partial_current_co_std": 1.74, "partial_current_gas_total_mean": 137.83, "partial_current_gas_total_std": 4.42, "partial_current_h2_mean": 134.56, "partial_current_h2_std": 2.83, "partial_current_liquid_mean": 12.17, "partial_current_liquid_std": 4.42, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.8-Cu-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.8-Cu-0.2", "voltage_mean": 3.6300000000000003, "voltage_std": 0.16522711641858281, "xrf composition": "Au-0.921-Cu-0.079"}, {"Ag": 0, "Au": 0.921, "Cd": 0, "Cu": 0.079, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 125711.46, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.03, "fe_co_mean": 1.22, "fe_co_std": 0.77, "fe_gas_total_mean": 89.75, "fe_gas_total_std": 2.07, "fe_h2_mean": 88.44, "fe_h2_std": 1.54, "fe_liquid_mean": 10.25, "fe_liquid_std": 2.07, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 6.36, "max_partial_current_gas_total_mean": 252.94, "max_partial_current_h2_mean": 251.7, "max_partial_current_liquid_mean": 47.06, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 2.43, "partial_current_co_std": 1.54, "partial_current_gas_total_mean": 179.5, "partial_current_gas_total_std": 4.14, "partial_current_h2_mean": 176.87, "partial_current_h2_std": 3.07, "partial_current_liquid_mean": 20.5, "partial_current_liquid_std": 4.14, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.8-Cu-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.8-Cu-0.2", "voltage_mean": 3.7099999999999995, "voltage_std": 0.15524174696260026, "xrf composition": "Au-0.921-Cu-0.079"}, {"Ag": 0, "Au": 0.921, "Cd": 0, "Cu": 0.079, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 125711.46, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 0.36, "fe_co_std": 0.39, "fe_gas_total_mean": 84.31, "fe_gas_total_std": 5.97, "fe_h2_mean": 83.9, "fe_h2_std": 5.59, "fe_liquid_mean": 15.69, "fe_liquid_std": 5.97, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 6.36, "max_partial_current_gas_total_mean": 252.94, "max_partial_current_h2_mean": 251.7, "max_partial_current_liquid_mean": 47.06, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 1.09, "partial_current_co_std": 1.16, "partial_current_gas_total_mean": 252.94, "partial_current_gas_total_std": 17.9, "partial_current_h2_mean": 251.7, "partial_current_h2_std": 16.77, "partial_current_liquid_mean": 47.06, "partial_current_liquid_std": 17.9, "reaction": "CO2R", "sample id": "uoft4_240405_Au-0.8-Cu-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.8-Cu-0.2", "voltage_mean": 3.8200000000000003, "voltage_std": 0.17521415467935242, "xrf composition": "Au-0.921-Cu-0.079"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.11, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.89, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 43966.1, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Cu-0.111-Pd-0.889_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.111-Pd-0.889", "voltage_mean": 2.5066666666666664, "voltage_std": 0.28936712552280924, "xrf composition": "Cu-0.11-Pd-0.89"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.11, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.89, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 43966.1, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 13.77, "fe_co_std": 4.8, "fe_gas_total_mean": 79.93, "fe_gas_total_std": 2.86, "fe_h2_mean": 66.12, "fe_h2_std": 5.37, "fe_liquid_mean": 20.07, "fe_liquid_std": 2.86, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 15.29, "max_partial_current_gas_total_mean": 228.47, "max_partial_current_h2_mean": 225.49, "max_partial_current_liquid_mean": 71.53, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.88, "partial_current_co_std": 2.4, "partial_current_gas_total_mean": 39.97, "partial_current_gas_total_std": 1.43, "partial_current_h2_mean": 33.06, "partial_current_h2_std": 2.68, "partial_current_liquid_mean": 10.04, "partial_current_liquid_std": 1.43, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.111-Pd-0.889_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.111-Pd-0.889", "voltage_mean": 3.123333333333333, "voltage_std": 0.18770544300401432, "xrf composition": "Cu-0.11-Pd-0.89"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.11, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.89, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 43966.1, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 12.19, "fe_co_std": 3.32, "fe_gas_total_mean": 75.01, "fe_gas_total_std": 5.46, "fe_h2_mean": 62.75, "fe_h2_std": 3.23, "fe_liquid_mean": 24.99, "fe_liquid_std": 5.46, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 15.29, "max_partial_current_gas_total_mean": 228.47, "max_partial_current_h2_mean": 225.49, "max_partial_current_liquid_mean": 71.53, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 12.19, "partial_current_co_std": 3.32, "partial_current_gas_total_mean": 75.01, "partial_current_gas_total_std": 5.46, "partial_current_h2_mean": 62.75, "partial_current_h2_std": 3.23, "partial_current_liquid_mean": 24.99, "partial_current_liquid_std": 5.46, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.111-Pd-0.889_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.111-Pd-0.889", "voltage_mean": 3.4566666666666666, "voltage_std": 0.21962088546705516, "xrf composition": "Cu-0.11-Pd-0.89"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.11, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.89, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 43966.1, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.01, "fe_co_mean": 10.19, "fe_co_std": 3.24, "fe_gas_total_mean": 73.47, "fe_gas_total_std": 8.98, "fe_h2_mean": 63.18, "fe_h2_std": 5.76, "fe_liquid_mean": 26.53, "fe_liquid_std": 8.98, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 15.29, "max_partial_current_gas_total_mean": 228.47, "max_partial_current_h2_mean": 225.49, "max_partial_current_liquid_mean": 71.53, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 15.29, "partial_current_co_std": 4.86, "partial_current_gas_total_mean": 110.21, "partial_current_gas_total_std": 13.46, "partial_current_h2_mean": 94.78, "partial_current_h2_std": 8.64, "partial_current_liquid_mean": 39.79, "partial_current_liquid_std": 13.46, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.111-Pd-0.889_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.111-Pd-0.889", "voltage_mean": 3.72, "voltage_std": 0.25980762113533157, "xrf composition": "Cu-0.11-Pd-0.89"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.11, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.89, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 43966.1, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.02, "fe_co_mean": 6.55, "fe_co_std": 5.14, "fe_gas_total_mean": 72.79, "fe_gas_total_std": 5.2, "fe_h2_mean": 66.14, "fe_h2_std": 9.42, "fe_liquid_mean": 27.21, "fe_liquid_std": 5.2, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 15.29, "max_partial_current_gas_total_mean": 228.47, "max_partial_current_h2_mean": 225.49, "max_partial_current_liquid_mean": 71.53, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 13.11, "partial_current_co_std": 10.28, "partial_current_gas_total_mean": 145.57, "partial_current_gas_total_std": 10.39, "partial_current_h2_mean": 132.27, "partial_current_h2_std": 18.85, "partial_current_liquid_mean": 54.43, "partial_current_liquid_std": 10.39, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.111-Pd-0.889_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.111-Pd-0.889", "voltage_mean": 3.763333333333333, "voltage_std": 0.1379613472438324, "xrf composition": "Cu-0.11-Pd-0.89"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.11, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.89, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 43966.1, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.02, "fe_co_mean": 0.96, "fe_co_std": 0.78, "fe_gas_total_mean": 76.16, "fe_gas_total_std": 6.89, "fe_h2_mean": 75.16, "fe_h2_std": 6.77, "fe_liquid_mean": 23.84, "fe_liquid_std": 6.89, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 15.29, "max_partial_current_gas_total_mean": 228.47, "max_partial_current_h2_mean": 225.49, "max_partial_current_liquid_mean": 71.53, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 2.89, "partial_current_co_std": 2.33, "partial_current_gas_total_mean": 228.47, "partial_current_gas_total_std": 20.67, "partial_current_h2_mean": 225.49, "partial_current_h2_std": 20.3, "partial_current_liquid_mean": 71.53, "partial_current_liquid_std": 20.67, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.111-Pd-0.889_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.111-Pd-0.889", "voltage_mean": 3.8333333333333335, "voltage_std": 0.11676186592091313, "xrf composition": "Cu-0.11-Pd-0.89"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.091, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.909, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 44547.74, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Cu-0.125-Pd-0.875_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.125-Pd-0.875", "voltage_mean": 2.6033333333333335, "voltage_std": 0.04509249752822887, "xrf composition": "Cu-0.091-Pd-0.909"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.091, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.909, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 44547.74, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 17.76, "fe_co_std": 2.07, "fe_gas_total_mean": 90.92, "fe_gas_total_std": 1.42, "fe_h2_mean": 73.1, "fe_h2_std": 0.7, "fe_liquid_mean": 9.08, "fe_liquid_std": 1.42, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 13.97, "max_partial_current_gas_total_mean": 249.39, "max_partial_current_h2_mean": 244.94, "max_partial_current_liquid_mean": 50.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.88, "partial_current_co_std": 1.04, "partial_current_gas_total_mean": 45.46, "partial_current_gas_total_std": 0.71, "partial_current_h2_mean": 36.55, "partial_current_h2_std": 0.35, "partial_current_liquid_mean": 4.54, "partial_current_liquid_std": 0.71, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.125-Pd-0.875_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.125-Pd-0.875", "voltage_mean": 3.1199999999999997, "voltage_std": 0.10583005244258371, "xrf composition": "Cu-0.091-Pd-0.909"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.091, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.909, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 44547.74, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 13, "fe_co_std": 0.76, "fe_gas_total_mean": 90.95, "fe_gas_total_std": 0.54, "fe_h2_mean": 77.87, "fe_h2_std": 0.49, "fe_liquid_mean": 9.05, "fe_liquid_std": 0.54, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 13.97, "max_partial_current_gas_total_mean": 249.39, "max_partial_current_h2_mean": 244.94, "max_partial_current_liquid_mean": 50.61, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 13, "partial_current_co_std": 0.76, "partial_current_gas_total_mean": 90.95, "partial_current_gas_total_std": 0.54, "partial_current_h2_mean": 77.87, "partial_current_h2_std": 0.49, "partial_current_liquid_mean": 9.05, "partial_current_liquid_std": 0.54, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.125-Pd-0.875_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.125-Pd-0.875", "voltage_mean": 3.4466666666666668, "voltage_std": 0.0945163125250522, "xrf composition": "Cu-0.091-Pd-0.909"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.091, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.909, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 44547.74, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.02, "fe_co_mean": 9.31, "fe_co_std": 0.99, "fe_gas_total_mean": 85.69, "fe_gas_total_std": 5.83, "fe_h2_mean": 76.25, "fe_h2_std": 6.56, "fe_liquid_mean": 14.31, "fe_liquid_std": 5.83, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 13.97, "max_partial_current_gas_total_mean": 249.39, "max_partial_current_h2_mean": 244.94, "max_partial_current_liquid_mean": 50.61, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.16, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 13.97, "partial_current_co_std": 1.49, "partial_current_gas_total_mean": 128.54, "partial_current_gas_total_std": 8.74, "partial_current_h2_mean": 114.38, "partial_current_h2_std": 9.84, "partial_current_liquid_mean": 21.46, "partial_current_liquid_std": 8.74, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.125-Pd-0.875_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.125-Pd-0.875", "voltage_mean": 3.64, "voltage_std": 0.1493318452306808, "xrf composition": "Cu-0.091-Pd-0.909"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.091, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.909, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 44547.74, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.11, "fe_ch4_std": 0.06, "fe_co_mean": 5.21, "fe_co_std": 2.22, "fe_gas_total_mean": 88.35, "fe_gas_total_std": 0.93, "fe_h2_mean": 83.02, "fe_h2_std": 2.86, "fe_liquid_mean": 11.65, "fe_liquid_std": 0.93, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 13.97, "max_partial_current_gas_total_mean": 249.39, "max_partial_current_h2_mean": 244.94, "max_partial_current_liquid_mean": 50.61, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.23, "partial_current_ch4_std": 0.12, "partial_current_co_mean": 10.41, "partial_current_co_std": 4.45, "partial_current_gas_total_mean": 176.71, "partial_current_gas_total_std": 1.86, "partial_current_h2_mean": 166.03, "partial_current_h2_std": 5.72, "partial_current_liquid_mean": 23.29, "partial_current_liquid_std": 1.86, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.125-Pd-0.875_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.125-Pd-0.875", "voltage_mean": 3.7099999999999995, "voltage_std": 0.07211102550927995, "xrf composition": "Cu-0.091-Pd-0.909"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.091, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.909, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 44547.74, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.03, "fe_co_mean": 1.44, "fe_co_std": 0.81, "fe_gas_total_mean": 83.13, "fe_gas_total_std": 1.71, "fe_h2_mean": 81.65, "fe_h2_std": 1.06, "fe_liquid_mean": 16.87, "fe_liquid_std": 1.71, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 13.97, "max_partial_current_gas_total_mean": 249.39, "max_partial_current_h2_mean": 244.94, "max_partial_current_liquid_mean": 50.61, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.08, "partial_current_co_mean": 4.31, "partial_current_co_std": 2.43, "partial_current_gas_total_mean": 249.39, "partial_current_gas_total_std": 5.14, "partial_current_h2_mean": 244.94, "partial_current_h2_std": 3.17, "partial_current_liquid_mean": 50.61, "partial_current_liquid_std": 5.14, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.125-Pd-0.875_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.125-Pd-0.875", "voltage_mean": 3.763333333333333, "voltage_std": 0.07571877794400368, "xrf composition": "Cu-0.091-Pd-0.909"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.125, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.875, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 43500.3, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Cu-0.167-Pd-0.833_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.167-Pd-0.833", "voltage_mean": 2.5966666666666667, "voltage_std": 0.045092497528228984, "xrf composition": "Cu-0.125-Pd-0.875"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.125, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.875, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 43500.3, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 16.78, "fe_co_std": 0.52, "fe_gas_total_mean": 91.24, "fe_gas_total_std": 2.09, "fe_h2_mean": 74.41, "fe_h2_std": 2.01, "fe_liquid_mean": 8.76, "fe_liquid_std": 2.09, "max_partial_current_c2h4_mean": 0.05, "max_partial_current_ch4_mean": 0.55, "max_partial_current_co_mean": 13.16, "max_partial_current_gas_total_mean": 247.69, "max_partial_current_h2_mean": 243.86, "max_partial_current_liquid_mean": 52.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.39, "partial_current_co_std": 0.26, "partial_current_gas_total_mean": 45.62, "partial_current_gas_total_std": 1.05, "partial_current_h2_mean": 37.2, "partial_current_h2_std": 1, "partial_current_liquid_mean": 4.38, "partial_current_liquid_std": 1.05, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.167-Pd-0.833_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.167-Pd-0.833", "voltage_mean": 3.0566666666666666, "voltage_std": 0.04163331998932252, "xrf composition": "Cu-0.125-Pd-0.875"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.125, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.875, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 43500.3, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.11, "fe_ch4_std": 0.04, "fe_co_mean": 12.32, "fe_co_std": 0.19, "fe_gas_total_mean": 93.55, "fe_gas_total_std": 2.51, "fe_h2_mean": 81.12, "fe_h2_std": 2.62, "fe_liquid_mean": 6.45, "fe_liquid_std": 2.51, "max_partial_current_c2h4_mean": 0.05, "max_partial_current_ch4_mean": 0.55, "max_partial_current_co_mean": 13.16, "max_partial_current_gas_total_mean": 247.69, "max_partial_current_h2_mean": 243.86, "max_partial_current_liquid_mean": 52.31, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 12.32, "partial_current_co_std": 0.19, "partial_current_gas_total_mean": 93.55, "partial_current_gas_total_std": 2.51, "partial_current_h2_mean": 81.12, "partial_current_h2_std": 2.62, "partial_current_liquid_mean": 6.45, "partial_current_liquid_std": 2.51, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.167-Pd-0.833_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.167-Pd-0.833", "voltage_mean": 3.373333333333333, "voltage_std": 0.04618802153517013, "xrf composition": "Cu-0.125-Pd-0.875"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.125, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.875, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 43500.3, "current density": 150, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.28, "fe_ch4_std": 0.12, "fe_co_mean": 8.77, "fe_co_std": 1.37, "fe_gas_total_mean": 91, "fe_gas_total_std": 0.35, "fe_h2_mean": 81.92, "fe_h2_std": 1.84, "fe_liquid_mean": 9, "fe_liquid_std": 0.35, "max_partial_current_c2h4_mean": 0.05, "max_partial_current_ch4_mean": 0.55, "max_partial_current_co_mean": 13.16, "max_partial_current_gas_total_mean": 247.69, "max_partial_current_h2_mean": 243.86, "max_partial_current_liquid_mean": 52.31, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.42, "partial_current_ch4_std": 0.18, "partial_current_co_mean": 13.16, "partial_current_co_std": 2.06, "partial_current_gas_total_mean": 136.5, "partial_current_gas_total_std": 0.52, "partial_current_h2_mean": 122.88, "partial_current_h2_std": 2.76, "partial_current_liquid_mean": 13.5, "partial_current_liquid_std": 0.52, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.167-Pd-0.833_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.167-Pd-0.833", "voltage_mean": 3.5833333333333335, "voltage_std": 0.04041451884327377, "xrf composition": "Cu-0.125-Pd-0.875"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.125, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.875, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 43500.3, "current density": 200, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.27, "fe_ch4_std": 0.21, "fe_co_mean": 4.06, "fe_co_std": 1.9, "fe_gas_total_mean": 85.1, "fe_gas_total_std": 5.67, "fe_h2_mean": 80.74, "fe_h2_std": 6.49, "fe_liquid_mean": 14.9, "fe_liquid_std": 5.67, "max_partial_current_c2h4_mean": 0.05, "max_partial_current_ch4_mean": 0.55, "max_partial_current_co_mean": 13.16, "max_partial_current_gas_total_mean": 247.69, "max_partial_current_h2_mean": 243.86, "max_partial_current_liquid_mean": 52.31, "partial_current_c2h4_mean": 0.05, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.55, "partial_current_ch4_std": 0.42, "partial_current_co_mean": 8.11, "partial_current_co_std": 3.8, "partial_current_gas_total_mean": 170.21, "partial_current_gas_total_std": 11.34, "partial_current_h2_mean": 161.47, "partial_current_h2_std": 12.97, "partial_current_liquid_mean": 29.79, "partial_current_liquid_std": 11.34, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.167-Pd-0.833_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.167-Pd-0.833", "voltage_mean": 3.703333333333333, "voltage_std": 0.07234178138070231, "xrf composition": "Cu-0.125-Pd-0.875"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.125, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.875, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 43500.3, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.05, "fe_co_mean": 1.19, "fe_co_std": 0.27, "fe_gas_total_mean": 82.56, "fe_gas_total_std": 4.86, "fe_h2_mean": 81.29, "fe_h2_std": 5.17, "fe_liquid_mean": 17.44, "fe_liquid_std": 4.86, "max_partial_current_c2h4_mean": 0.05, "max_partial_current_ch4_mean": 0.55, "max_partial_current_co_mean": 13.16, "max_partial_current_gas_total_mean": 247.69, "max_partial_current_h2_mean": 243.86, "max_partial_current_liquid_mean": 52.31, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.23, "partial_current_ch4_std": 0.14, "partial_current_co_mean": 3.58, "partial_current_co_std": 0.81, "partial_current_gas_total_mean": 247.69, "partial_current_gas_total_std": 14.58, "partial_current_h2_mean": 243.86, "partial_current_h2_std": 15.5, "partial_current_liquid_mean": 52.31, "partial_current_liquid_std": 14.58, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.167-Pd-0.833_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.167-Pd-0.833", "voltage_mean": 3.783333333333333, "voltage_std": 0.06429100507328658, "xrf composition": "Cu-0.125-Pd-0.875"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.197, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.803, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 41179.3, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Cu-0.25-Pd-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.25-Pd-0.75", "voltage_mean": 2.4166666666666665, "voltage_std": 0.035118845842842604, "xrf composition": "Cu-0.197-Pd-0.803"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.197, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.803, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 41179.3, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 26.26, "fe_co_std": 3.28, "fe_gas_total_mean": 88.73, "fe_gas_total_std": 1.28, "fe_h2_mean": 62.43, "fe_h2_std": 3.25, "fe_liquid_mean": 11.27, "fe_liquid_std": 1.28, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 22.4, "max_partial_current_gas_total_mean": 253.77, "max_partial_current_h2_mean": 247.98, "max_partial_current_liquid_mean": 46.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.13, "partial_current_co_std": 1.64, "partial_current_gas_total_mean": 44.36, "partial_current_gas_total_std": 0.64, "partial_current_h2_mean": 31.21, "partial_current_h2_std": 1.62, "partial_current_liquid_mean": 5.64, "partial_current_liquid_std": 0.64, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.25-Pd-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.25-Pd-0.75", "voltage_mean": 3.013333333333333, "voltage_std": 0.01527525231651948, "xrf composition": "Cu-0.197-Pd-0.803"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.197, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.803, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 41179.3, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 21.12, "fe_co_std": 2.46, "fe_gas_total_mean": 92.83, "fe_gas_total_std": 1.25, "fe_h2_mean": 71.65, "fe_h2_std": 3.65, "fe_liquid_mean": 7.17, "fe_liquid_std": 1.25, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 22.4, "max_partial_current_gas_total_mean": 253.77, "max_partial_current_h2_mean": 247.98, "max_partial_current_liquid_mean": 46.23, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.12, "partial_current_co_std": 2.46, "partial_current_gas_total_mean": 92.83, "partial_current_gas_total_std": 1.25, "partial_current_h2_mean": 71.65, "partial_current_h2_std": 3.65, "partial_current_liquid_mean": 7.17, "partial_current_liquid_std": 1.25, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.25-Pd-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.25-Pd-0.75", "voltage_mean": 3.3800000000000003, "voltage_std": 0.07810249675906665, "xrf composition": "Cu-0.197-Pd-0.803"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.197, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.803, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 41179.3, "current density": 150, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.11, "fe_ch4_std": 0.01, "fe_co_mean": 14.94, "fe_co_std": 2.84, "fe_gas_total_mean": 93.06, "fe_gas_total_std": 3.69, "fe_h2_mean": 77.98, "fe_h2_std": 2.62, "fe_liquid_mean": 6.94, "fe_liquid_std": 3.69, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 22.4, "max_partial_current_gas_total_mean": 253.77, "max_partial_current_h2_mean": 247.98, "max_partial_current_liquid_mean": 46.23, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.16, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 22.4, "partial_current_co_std": 4.25, "partial_current_gas_total_mean": 139.58, "partial_current_gas_total_std": 5.54, "partial_current_h2_mean": 116.97, "partial_current_h2_std": 3.93, "partial_current_liquid_mean": 10.41, "partial_current_liquid_std": 5.54, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.25-Pd-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.25-Pd-0.75", "voltage_mean": 3.64, "voltage_std": 0.04358898943540689, "xrf composition": "Cu-0.197-Pd-0.803"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.197, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.803, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 41179.3, "current density": 200, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.01, "fe_co_mean": 4.89, "fe_co_std": 0.76, "fe_gas_total_mean": 88.28, "fe_gas_total_std": 0.82, "fe_h2_mean": 83.29, "fe_h2_std": 1.47, "fe_liquid_mean": 11.72, "fe_liquid_std": 0.82, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 22.4, "max_partial_current_gas_total_mean": 253.77, "max_partial_current_h2_mean": 247.98, "max_partial_current_liquid_mean": 46.23, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.16, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 9.78, "partial_current_co_std": 1.52, "partial_current_gas_total_mean": 176.57, "partial_current_gas_total_std": 1.63, "partial_current_h2_mean": 166.59, "partial_current_h2_std": 2.93, "partial_current_liquid_mean": 23.43, "partial_current_liquid_std": 1.63, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.25-Pd-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.25-Pd-0.75", "voltage_mean": 3.7466666666666666, "voltage_std": 0.028867513459481187, "xrf composition": "Cu-0.197-Pd-0.803"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.197, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.803, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 41179.3, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 1.88, "fe_co_std": 0.43, "fe_gas_total_mean": 84.59, "fe_gas_total_std": 2.26, "fe_h2_mean": 82.66, "fe_h2_std": 2.7, "fe_liquid_mean": 15.41, "fe_liquid_std": 2.26, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 22.4, "max_partial_current_gas_total_mean": 253.77, "max_partial_current_h2_mean": 247.98, "max_partial_current_liquid_mean": 46.23, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 5.63, "partial_current_co_std": 1.29, "partial_current_gas_total_mean": 253.77, "partial_current_gas_total_std": 6.79, "partial_current_h2_mean": 247.98, "partial_current_h2_std": 8.09, "partial_current_liquid_mean": 46.23, "partial_current_liquid_std": 6.79, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.25-Pd-0.75_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.25-Pd-0.75", "voltage_mean": 3.853333333333333, "voltage_std": 0.011547005383792686, "xrf composition": "Cu-0.197-Pd-0.803"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.263, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.737, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 38919.41, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Cu-0.333-Pd-0.667_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Cu-0.333-Pd-0.667", "voltage_mean": 2.53, "voltage_std": 0.028284271247461926, "xrf composition": "Cu-0.263-Pd-0.737"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.263, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.737, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 38919.41, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 25.76, "fe_co_std": 1.01, "fe_gas_total_mean": 91.19, "fe_gas_total_std": 3.59, "fe_h2_mean": 65.4, "fe_h2_std": 2.57, "fe_liquid_mean": 8.81, "fe_liquid_std": 3.59, "max_partial_current_c2h4_mean": 0.14, "max_partial_current_ch4_mean": 0.49, "max_partial_current_co_mean": 27.46, "max_partial_current_gas_total_mean": 262.42, "max_partial_current_h2_mean": 255.68, "max_partial_current_liquid_mean": 37.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.88, "partial_current_co_std": 0.51, "partial_current_gas_total_mean": 45.6, "partial_current_gas_total_std": 1.8, "partial_current_h2_mean": 32.7, "partial_current_h2_std": 1.28, "partial_current_liquid_mean": 4.4, "partial_current_liquid_std": 1.8, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.333-Pd-0.667_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Cu-0.333-Pd-0.667", "voltage_mean": 3.03, "voltage_std": 0.028284271247461926, "xrf composition": "Cu-0.263-Pd-0.737"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.263, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.737, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 38919.41, "current density": 100, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.01, "fe_co_mean": 21.5, "fe_co_std": 0.35, "fe_gas_total_mean": 93.94, "fe_gas_total_std": 5.89, "fe_h2_mean": 72.33, "fe_h2_std": 5.54, "fe_liquid_mean": 6.06, "fe_liquid_std": 5.89, "max_partial_current_c2h4_mean": 0.14, "max_partial_current_ch4_mean": 0.49, "max_partial_current_co_mean": 27.46, "max_partial_current_gas_total_mean": 262.42, "max_partial_current_h2_mean": 255.68, "max_partial_current_liquid_mean": 37.57, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 21.5, "partial_current_co_std": 0.35, "partial_current_gas_total_mean": 93.94, "partial_current_gas_total_std": 5.89, "partial_current_h2_mean": 72.33, "partial_current_h2_std": 5.54, "partial_current_liquid_mean": 6.06, "partial_current_liquid_std": 5.89, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.333-Pd-0.667_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Cu-0.333-Pd-0.667", "voltage_mean": 3.3899999999999997, "voltage_std": 0.014142135623730807, "xrf composition": "Cu-0.263-Pd-0.737"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.263, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.737, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 38919.41, "current density": 150, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.3, "fe_ch4_std": 0.08, "fe_co_mean": 18.3, "fe_co_std": 0.66, "fe_gas_total_mean": 95.01, "fe_gas_total_std": 4.21, "fe_h2_mean": 76.34, "fe_h2_std": 4.96, "fe_liquid_mean": 4.99, "fe_liquid_std": 4.21, "max_partial_current_c2h4_mean": 0.14, "max_partial_current_ch4_mean": 0.49, "max_partial_current_co_mean": 27.46, "max_partial_current_gas_total_mean": 262.42, "max_partial_current_h2_mean": 255.68, "max_partial_current_liquid_mean": 37.57, "partial_current_c2h4_mean": 0.1, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.45, "partial_current_ch4_std": 0.13, "partial_current_co_mean": 27.46, "partial_current_co_std": 0.99, "partial_current_gas_total_mean": 142.51, "partial_current_gas_total_std": 6.32, "partial_current_h2_mean": 114.51, "partial_current_h2_std": 7.45, "partial_current_liquid_mean": 7.48, "partial_current_liquid_std": 6.32, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.333-Pd-0.667_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Cu-0.333-Pd-0.667", "voltage_mean": 3.665, "voltage_std": 0.007071067811865324, "xrf composition": "Cu-0.263-Pd-0.737"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.263, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.737, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 38919.41, "current density": 200, "fe_c2h4_mean": 0.07, "fe_c2h4_std": 0, "fe_ch4_mean": 0.24, "fe_ch4_std": 0.02, "fe_co_mean": 7.24, "fe_co_std": 0.37, "fe_gas_total_mean": 91.38, "fe_gas_total_std": 4.29, "fe_h2_mean": 83.82, "fe_h2_std": 3.88, "fe_liquid_mean": 8.62, "fe_liquid_std": 4.29, "max_partial_current_c2h4_mean": 0.14, "max_partial_current_ch4_mean": 0.49, "max_partial_current_co_mean": 27.46, "max_partial_current_gas_total_mean": 262.42, "max_partial_current_h2_mean": 255.68, "max_partial_current_liquid_mean": 37.57, "partial_current_c2h4_mean": 0.14, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.49, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 14.48, "partial_current_co_std": 0.74, "partial_current_gas_total_mean": 182.76, "partial_current_gas_total_std": 8.57, "partial_current_h2_mean": 167.63, "partial_current_h2_std": 7.76, "partial_current_liquid_mean": 17.24, "partial_current_liquid_std": 8.57, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.333-Pd-0.667_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Cu-0.333-Pd-0.667", "voltage_mean": 3.705, "voltage_std": 0.0777817459305203, "xrf composition": "Cu-0.263-Pd-0.737"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.263, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.737, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 38919.41, "current density": 300, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.06, "fe_co_mean": 2.13, "fe_co_std": 0.99, "fe_gas_total_mean": 87.48, "fe_gas_total_std": 3.56, "fe_h2_mean": 85.22, "fe_h2_std": 2.5, "fe_liquid_mean": 12.52, "fe_liquid_std": 3.56, "max_partial_current_c2h4_mean": 0.14, "max_partial_current_ch4_mean": 0.49, "max_partial_current_co_mean": 27.46, "max_partial_current_gas_total_mean": 262.42, "max_partial_current_h2_mean": 255.68, "max_partial_current_liquid_mean": 37.57, "partial_current_c2h4_mean": 0.08, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.27, "partial_current_ch4_std": 0.17, "partial_current_co_mean": 6.39, "partial_current_co_std": 2.97, "partial_current_gas_total_mean": 262.42, "partial_current_gas_total_std": 10.67, "partial_current_h2_mean": 255.68, "partial_current_h2_std": 7.49, "partial_current_liquid_mean": 37.57, "partial_current_liquid_std": 10.67, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.333-Pd-0.667_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Cu-0.333-Pd-0.667", "voltage_mean": 3.815, "voltage_std": 0.06363961030678918, "xrf composition": "Cu-0.263-Pd-0.737"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.326, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.674, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 36633.18, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Cu-0.375-Pd-0.625_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.375-Pd-0.625", "voltage_mean": 2.59, "voltage_std": 0.09848857801796106, "xrf composition": "Cu-0.326-Pd-0.674"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.326, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.674, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 36633.18, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.02, "fe_co_mean": 21.72, "fe_co_std": 2.52, "fe_gas_total_mean": 88.4, "fe_gas_total_std": 12.15, "fe_h2_mean": 66.63, "fe_h2_std": 10.3, "fe_liquid_mean": 11.6, "fe_liquid_std": 12.15, "max_partial_current_c2h4_mean": 0.29, "max_partial_current_ch4_mean": 0.79, "max_partial_current_co_mean": 19.72, "max_partial_current_gas_total_mean": 277.29, "max_partial_current_h2_mean": 266.18, "max_partial_current_liquid_mean": 22.71, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 10.86, "partial_current_co_std": 1.26, "partial_current_gas_total_mean": 44.2, "partial_current_gas_total_std": 6.08, "partial_current_h2_mean": 33.31, "partial_current_h2_std": 5.15, "partial_current_liquid_mean": 5.8, "partial_current_liquid_std": 6.08, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.375-Pd-0.625_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.375-Pd-0.625", "voltage_mean": 3.1333333333333333, "voltage_std": 0.046188021535170036, "xrf composition": "Cu-0.326-Pd-0.674"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.326, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.674, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 36633.18, "current density": 100, "fe_c2h4_mean": 0.11, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.13, "fe_ch4_std": 0.03, "fe_co_mean": 16.75, "fe_co_std": 1.11, "fe_gas_total_mean": 87.05, "fe_gas_total_std": 5.18, "fe_h2_mean": 70.06, "fe_h2_std": 6.23, "fe_liquid_mean": 12.95, "fe_liquid_std": 5.18, "max_partial_current_c2h4_mean": 0.29, "max_partial_current_ch4_mean": 0.79, "max_partial_current_co_mean": 19.72, "max_partial_current_gas_total_mean": 277.29, "max_partial_current_h2_mean": 266.18, "max_partial_current_liquid_mean": 22.71, "partial_current_c2h4_mean": 0.11, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.13, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 16.75, "partial_current_co_std": 1.11, "partial_current_gas_total_mean": 87.05, "partial_current_gas_total_std": 5.18, "partial_current_h2_mean": 70.06, "partial_current_h2_std": 6.23, "partial_current_liquid_mean": 12.95, "partial_current_liquid_std": 5.18, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.375-Pd-0.625_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.375-Pd-0.625", "voltage_mean": 3.516666666666667, "voltage_std": 0.09451631252505201, "xrf composition": "Cu-0.326-Pd-0.674"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.326, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.674, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 36633.18, "current density": 150, "fe_c2h4_mean": 0.19, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.4, "fe_ch4_std": 0.13, "fe_co_mean": 13.15, "fe_co_std": 0.96, "fe_gas_total_mean": 91.92, "fe_gas_total_std": 11.99, "fe_h2_mean": 78.18, "fe_h2_std": 11.17, "fe_liquid_mean": 8.08, "fe_liquid_std": 11.99, "max_partial_current_c2h4_mean": 0.29, "max_partial_current_ch4_mean": 0.79, "max_partial_current_co_mean": 19.72, "max_partial_current_gas_total_mean": 277.29, "max_partial_current_h2_mean": 266.18, "max_partial_current_liquid_mean": 22.71, "partial_current_c2h4_mean": 0.29, "partial_current_c2h4_std": 0.04, "partial_current_ch4_mean": 0.6, "partial_current_ch4_std": 0.19, "partial_current_co_mean": 19.72, "partial_current_co_std": 1.44, "partial_current_gas_total_mean": 137.88, "partial_current_gas_total_std": 17.99, "partial_current_h2_mean": 117.27, "partial_current_h2_std": 16.75, "partial_current_liquid_mean": 12.12, "partial_current_liquid_std": 17.99, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.375-Pd-0.625_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.375-Pd-0.625", "voltage_mean": 3.733333333333333, "voltage_std": 0.09609023536933056, "xrf composition": "Cu-0.326-Pd-0.674"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.326, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.674, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 36633.18, "current density": 200, "fe_c2h4_mean": 0.13, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.4, "fe_ch4_std": 0.15, "fe_co_mean": 6.59, "fe_co_std": 1.62, "fe_gas_total_mean": 92.94, "fe_gas_total_std": 11, "fe_h2_mean": 85.82, "fe_h2_std": 9.21, "fe_liquid_mean": 7.06, "fe_liquid_std": 11, "max_partial_current_c2h4_mean": 0.29, "max_partial_current_ch4_mean": 0.79, "max_partial_current_co_mean": 19.72, "max_partial_current_gas_total_mean": 277.29, "max_partial_current_h2_mean": 266.18, "max_partial_current_liquid_mean": 22.71, "partial_current_c2h4_mean": 0.27, "partial_current_c2h4_std": 0.05, "partial_current_ch4_mean": 0.79, "partial_current_ch4_std": 0.3, "partial_current_co_mean": 13.17, "partial_current_co_std": 3.23, "partial_current_gas_total_mean": 185.88, "partial_current_gas_total_std": 22, "partial_current_h2_mean": 171.63, "partial_current_h2_std": 18.43, "partial_current_liquid_mean": 14.12, "partial_current_liquid_std": 22, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.375-Pd-0.625_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.375-Pd-0.625", "voltage_mean": 3.983333333333333, "voltage_std": 0.1950213663508009, "xrf composition": "Cu-0.326-Pd-0.674"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.326, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.674, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 36633.18, "current density": 300, "fe_c2h4_mean": 0.08, "fe_c2h4_std": 0.06, "fe_ch4_mean": 0.25, "fe_ch4_std": 0.19, "fe_co_mean": 3.37, "fe_co_std": 2.04, "fe_gas_total_mean": 92.43, "fe_gas_total_std": 11.88, "fe_h2_mean": 88.73, "fe_h2_std": 11.48, "fe_liquid_mean": 7.57, "fe_liquid_std": 11.88, "max_partial_current_c2h4_mean": 0.29, "max_partial_current_ch4_mean": 0.79, "max_partial_current_co_mean": 19.72, "max_partial_current_gas_total_mean": 277.29, "max_partial_current_h2_mean": 266.18, "max_partial_current_liquid_mean": 22.71, "partial_current_c2h4_mean": 0.23, "partial_current_c2h4_std": 0.17, "partial_current_ch4_mean": 0.75, "partial_current_ch4_std": 0.57, "partial_current_co_mean": 10.11, "partial_current_co_std": 6.11, "partial_current_gas_total_mean": 277.29, "partial_current_gas_total_std": 35.65, "partial_current_h2_mean": 266.18, "partial_current_h2_std": 34.44, "partial_current_liquid_mean": 22.71, "partial_current_liquid_std": 35.65, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.375-Pd-0.625_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.375-Pd-0.625", "voltage_mean": 3.94, "voltage_std": 0.06082762530298207, "xrf composition": "Cu-0.326-Pd-0.674"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.376, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.624, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 34721.37, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Cu-0.444-Pd-0.556_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.444-Pd-0.556", "voltage_mean": 2.6333333333333333, "voltage_std": 0.03511884584284249, "xrf composition": "Cu-0.376-Pd-0.624"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.376, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.624, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 34721.37, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 13.43, "fe_co_std": 0.88, "fe_gas_total_mean": 76.1, "fe_gas_total_std": 2.85, "fe_h2_mean": 62.63, "fe_h2_std": 3.4, "fe_liquid_mean": 23.9, "fe_liquid_std": 2.85, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 21.38, "max_partial_current_gas_total_mean": 239.29, "max_partial_current_h2_mean": 236.35, "max_partial_current_liquid_mean": 60.71, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.72, "partial_current_co_std": 0.44, "partial_current_gas_total_mean": 38.05, "partial_current_gas_total_std": 1.42, "partial_current_h2_mean": 31.31, "partial_current_h2_std": 1.7, "partial_current_liquid_mean": 11.95, "partial_current_liquid_std": 1.42, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.444-Pd-0.556_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.444-Pd-0.556", "voltage_mean": 2.98, "voltage_std": 0.03464101615137751, "xrf composition": "Cu-0.376-Pd-0.624"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.376, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.624, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 34721.37, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 14.48, "fe_co_std": 1.22, "fe_gas_total_mean": 73.55, "fe_gas_total_std": 2.09, "fe_h2_mean": 59.03, "fe_h2_std": 1.09, "fe_liquid_mean": 26.45, "fe_liquid_std": 2.09, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 21.38, "max_partial_current_gas_total_mean": 239.29, "max_partial_current_h2_mean": 236.35, "max_partial_current_liquid_mean": 60.71, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 14.48, "partial_current_co_std": 1.22, "partial_current_gas_total_mean": 73.55, "partial_current_gas_total_std": 2.09, "partial_current_h2_mean": 59.03, "partial_current_h2_std": 1.09, "partial_current_liquid_mean": 26.45, "partial_current_liquid_std": 2.09, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.444-Pd-0.556_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.444-Pd-0.556", "voltage_mean": 3.293333333333333, "voltage_std": 0.04041451884327371, "xrf composition": "Cu-0.376-Pd-0.624"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.376, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.624, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 34721.37, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 14.26, "fe_co_std": 1.99, "fe_gas_total_mean": 67.12, "fe_gas_total_std": 4.89, "fe_h2_mean": 52.79, "fe_h2_std": 2.92, "fe_liquid_mean": 32.88, "fe_liquid_std": 4.89, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 21.38, "max_partial_current_gas_total_mean": 239.29, "max_partial_current_h2_mean": 236.35, "max_partial_current_liquid_mean": 60.71, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 21.38, "partial_current_co_std": 2.98, "partial_current_gas_total_mean": 100.68, "partial_current_gas_total_std": 7.33, "partial_current_h2_mean": 79.19, "partial_current_h2_std": 4.37, "partial_current_liquid_mean": 49.32, "partial_current_liquid_std": 7.33, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.444-Pd-0.556_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.444-Pd-0.556", "voltage_mean": 3.5, "voltage_std": 0.055677643628300244, "xrf composition": "Cu-0.376-Pd-0.624"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.376, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.624, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 34721.37, "current density": 200, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.02, "fe_co_mean": 6.82, "fe_co_std": 2.85, "fe_gas_total_mean": 75.62, "fe_gas_total_std": 3.53, "fe_h2_mean": 68.68, "fe_h2_std": 4.15, "fe_liquid_mean": 24.38, "fe_liquid_std": 3.53, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 21.38, "max_partial_current_gas_total_mean": 239.29, "max_partial_current_h2_mean": 236.35, "max_partial_current_liquid_mean": 60.71, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.19, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 13.64, "partial_current_co_std": 5.7, "partial_current_gas_total_mean": 151.25, "partial_current_gas_total_std": 7.06, "partial_current_h2_mean": 137.37, "partial_current_h2_std": 8.29, "partial_current_liquid_mean": 48.75, "partial_current_liquid_std": 7.06, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.444-Pd-0.556_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.444-Pd-0.556", "voltage_mean": 3.676666666666667, "voltage_std": 0.051316014394468985, "xrf composition": "Cu-0.376-Pd-0.624"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.376, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.624, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 34721.37, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 0.94, "fe_co_std": 0.2, "fe_gas_total_mean": 79.76, "fe_gas_total_std": 5.52, "fe_h2_mean": 78.78, "fe_h2_std": 5.61, "fe_liquid_mean": 20.24, "fe_liquid_std": 5.52, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 21.38, "max_partial_current_gas_total_mean": 239.29, "max_partial_current_h2_mean": 236.35, "max_partial_current_liquid_mean": 60.71, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 2.83, "partial_current_co_std": 0.61, "partial_current_gas_total_mean": 239.29, "partial_current_gas_total_std": 16.57, "partial_current_h2_mean": 236.35, "partial_current_h2_std": 16.82, "partial_current_liquid_mean": 60.71, "partial_current_liquid_std": 16.57, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.444-Pd-0.556_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.444-Pd-0.556", "voltage_mean": 3.766666666666667, "voltage_std": 0.07094598884597603, "xrf composition": "Cu-0.376-Pd-0.624"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.434, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.566, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 32386.72, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Cu-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.5-Pd-0.5", "voltage_mean": 2.75, "voltage_std": 0.04999999999999982, "xrf composition": "Cu-0.434-Pd-0.566"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.434, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.566, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 32386.72, "current density": 50, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.01, "fe_co_mean": 6.07, "fe_co_std": 1.09, "fe_gas_total_mean": 86.68, "fe_gas_total_std": 2.37, "fe_h2_mean": 80.51, "fe_h2_std": 2.39, "fe_liquid_mean": 13.32, "fe_liquid_std": 2.37, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 4.42, "max_partial_current_gas_total_mean": 251.39, "max_partial_current_h2_mean": 249.13, "max_partial_current_liquid_mean": 48.61, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 3.04, "partial_current_co_std": 0.55, "partial_current_gas_total_mean": 43.34, "partial_current_gas_total_std": 1.18, "partial_current_h2_mean": 40.26, "partial_current_h2_std": 1.2, "partial_current_liquid_mean": 6.66, "partial_current_liquid_std": 1.18, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.5-Pd-0.5", "voltage_mean": 3.206666666666667, "voltage_std": 0.11150485789118478, "xrf composition": "Cu-0.434-Pd-0.566"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.434, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.566, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 32386.72, "current density": 100, "fe_c2h4_mean": 0.09, "fe_c2h4_std": 0.04, "fe_ch4_mean": 0.15, "fe_ch4_std": 0.04, "fe_co_mean": 4.42, "fe_co_std": 0.61, "fe_gas_total_mean": 87.92, "fe_gas_total_std": 1.84, "fe_h2_mean": 83.24, "fe_h2_std": 2.47, "fe_liquid_mean": 12.08, "fe_liquid_std": 1.84, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 4.42, "max_partial_current_gas_total_mean": 251.39, "max_partial_current_h2_mean": 249.13, "max_partial_current_liquid_mean": 48.61, "partial_current_c2h4_mean": 0.09, "partial_current_c2h4_std": 0.04, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 4.42, "partial_current_co_std": 0.61, "partial_current_gas_total_mean": 87.92, "partial_current_gas_total_std": 1.84, "partial_current_h2_mean": 83.24, "partial_current_h2_std": 2.47, "partial_current_liquid_mean": 12.08, "partial_current_liquid_std": 1.84, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.5-Pd-0.5", "voltage_mean": 3.5733333333333337, "voltage_std": 0.15143755588800736, "xrf composition": "Cu-0.434-Pd-0.566"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.434, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.566, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 32386.72, "current density": 150, "fe_c2h4_mean": 0.08, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.21, "fe_ch4_std": 0.08, "fe_co_mean": 2.74, "fe_co_std": 0.5, "fe_gas_total_mean": 84.52, "fe_gas_total_std": 3.87, "fe_h2_mean": 81.47, "fe_h2_std": 3.9, "fe_liquid_mean": 15.48, "fe_liquid_std": 3.87, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 4.42, "max_partial_current_gas_total_mean": 251.39, "max_partial_current_h2_mean": 249.13, "max_partial_current_liquid_mean": 48.61, "partial_current_c2h4_mean": 0.12, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.32, "partial_current_ch4_std": 0.11, "partial_current_co_mean": 4.12, "partial_current_co_std": 0.74, "partial_current_gas_total_mean": 126.78, "partial_current_gas_total_std": 5.81, "partial_current_h2_mean": 122.21, "partial_current_h2_std": 5.85, "partial_current_liquid_mean": 23.22, "partial_current_liquid_std": 5.81, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.5-Pd-0.5", "voltage_mean": 3.793333333333333, "voltage_std": 0.15143755588800725, "xrf composition": "Cu-0.434-Pd-0.566"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.434, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.566, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 32386.72, "current density": 200, "fe_c2h4_mean": 0.07, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.22, "fe_ch4_std": 0.07, "fe_co_mean": 1.62, "fe_co_std": 0.7, "fe_gas_total_mean": 85.38, "fe_gas_total_std": 6.29, "fe_h2_mean": 83.46, "fe_h2_std": 5.52, "fe_liquid_mean": 14.62, "fe_liquid_std": 6.29, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 4.42, "max_partial_current_gas_total_mean": 251.39, "max_partial_current_h2_mean": 249.13, "max_partial_current_liquid_mean": 48.61, "partial_current_c2h4_mean": 0.15, "partial_current_c2h4_std": 0.04, "partial_current_ch4_mean": 0.45, "partial_current_ch4_std": 0.14, "partial_current_co_mean": 3.25, "partial_current_co_std": 1.39, "partial_current_gas_total_mean": 170.77, "partial_current_gas_total_std": 12.59, "partial_current_h2_mean": 166.93, "partial_current_h2_std": 11.04, "partial_current_liquid_mean": 29.23, "partial_current_liquid_std": 12.59, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.5-Pd-0.5", "voltage_mean": 3.8433333333333337, "voltage_std": 0.11718930554164635, "xrf composition": "Cu-0.434-Pd-0.566"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.434, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.566, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 32386.72, "current density": 300, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.11, "fe_ch4_std": 0.13, "fe_co_mean": 0.62, "fe_co_std": 0.81, "fe_gas_total_mean": 83.8, "fe_gas_total_std": 3.93, "fe_h2_mean": 83.04, "fe_h2_std": 3.05, "fe_liquid_mean": 16.2, "fe_liquid_std": 3.93, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 4.42, "max_partial_current_gas_total_mean": 251.39, "max_partial_current_h2_mean": 249.13, "max_partial_current_liquid_mean": 48.61, "partial_current_c2h4_mean": 0.08, "partial_current_c2h4_std": 0.09, "partial_current_ch4_mean": 0.33, "partial_current_ch4_std": 0.39, "partial_current_co_mean": 1.86, "partial_current_co_std": 2.42, "partial_current_gas_total_mean": 251.39, "partial_current_gas_total_std": 11.78, "partial_current_h2_mean": 249.13, "partial_current_h2_std": 9.16, "partial_current_liquid_mean": 48.61, "partial_current_liquid_std": 11.78, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.5-Pd-0.5", "voltage_mean": 3.8866666666666667, "voltage_std": 0.07234178138070249, "xrf composition": "Cu-0.434-Pd-0.566"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.554, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.446, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 27110.5, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Cu-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.556-Pd-0.444", "voltage_mean": 2.78, "voltage_std": 0.01732050807568895, "xrf composition": "Cu-0.554-Pd-0.446"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.554, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.446, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 27110.5, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.03, "fe_co_mean": 1.11, "fe_co_std": 0.98, "fe_gas_total_mean": 75.83, "fe_gas_total_std": 11.45, "fe_h2_mean": 74.62, "fe_h2_std": 10.46, "fe_liquid_mean": 24.17, "fe_liquid_std": 11.45, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.28, "max_partial_current_co_mean": 2.41, "max_partial_current_gas_total_mean": 212.31, "max_partial_current_h2_mean": 211.17, "max_partial_current_liquid_mean": 87.69, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 0.56, "partial_current_co_std": 0.49, "partial_current_gas_total_mean": 37.91, "partial_current_gas_total_std": 5.72, "partial_current_h2_mean": 37.31, "partial_current_h2_std": 5.23, "partial_current_liquid_mean": 12.09, "partial_current_liquid_std": 5.72, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.556-Pd-0.444", "voltage_mean": 3.043333333333333, "voltage_std": 0.08504900548115372, "xrf composition": "Cu-0.554-Pd-0.446"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.554, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.446, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 27110.5, "current density": 100, "fe_c2h4_mean": 0.05, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.05, "fe_co_mean": 1.66, "fe_co_std": 0.26, "fe_gas_total_mean": 81.07, "fe_gas_total_std": 2.59, "fe_h2_mean": 79.26, "fe_h2_std": 2.53, "fe_liquid_mean": 18.93, "fe_liquid_std": 2.59, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.28, "max_partial_current_co_mean": 2.41, "max_partial_current_gas_total_mean": 212.31, "max_partial_current_h2_mean": 211.17, "max_partial_current_liquid_mean": 87.69, "partial_current_c2h4_mean": 0.05, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 1.66, "partial_current_co_std": 0.26, "partial_current_gas_total_mean": 81.07, "partial_current_gas_total_std": 2.59, "partial_current_h2_mean": 79.26, "partial_current_h2_std": 2.53, "partial_current_liquid_mean": 18.93, "partial_current_liquid_std": 2.59, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.556-Pd-0.444", "voltage_mean": 3.34, "voltage_std": 0.08544003745317555, "xrf composition": "Cu-0.554-Pd-0.446"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.554, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.446, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 27110.5, "current density": 150, "fe_c2h4_mean": 0.05, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.14, "fe_ch4_std": 0.07, "fe_co_mean": 1.6, "fe_co_std": 0.32, "fe_gas_total_mean": 84.96, "fe_gas_total_std": 3.24, "fe_h2_mean": 83.16, "fe_h2_std": 2.84, "fe_liquid_mean": 15.04, "fe_liquid_std": 3.24, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.28, "max_partial_current_co_mean": 2.41, "max_partial_current_gas_total_mean": 212.31, "max_partial_current_h2_mean": 211.17, "max_partial_current_liquid_mean": 87.69, "partial_current_c2h4_mean": 0.08, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.21, "partial_current_ch4_std": 0.11, "partial_current_co_mean": 2.41, "partial_current_co_std": 0.49, "partial_current_gas_total_mean": 127.44, "partial_current_gas_total_std": 4.86, "partial_current_h2_mean": 124.74, "partial_current_h2_std": 4.25, "partial_current_liquid_mean": 22.56, "partial_current_liquid_std": 4.86, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.556-Pd-0.444", "voltage_mean": 3.5400000000000005, "voltage_std": 0.09165151389911678, "xrf composition": "Cu-0.554-Pd-0.446"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.554, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.446, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 27110.5, "current density": 200, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.14, "fe_ch4_std": 0.05, "fe_co_mean": 0.96, "fe_co_std": 0.22, "fe_gas_total_mean": 80.39, "fe_gas_total_std": 2.31, "fe_h2_mean": 79.25, "fe_h2_std": 2.24, "fe_liquid_mean": 19.61, "fe_liquid_std": 2.31, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.28, "max_partial_current_co_mean": 2.41, "max_partial_current_gas_total_mean": 212.31, "max_partial_current_h2_mean": 211.17, "max_partial_current_liquid_mean": 87.69, "partial_current_c2h4_mean": 0.08, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.28, "partial_current_ch4_std": 0.1, "partial_current_co_mean": 1.91, "partial_current_co_std": 0.44, "partial_current_gas_total_mean": 160.77, "partial_current_gas_total_std": 4.61, "partial_current_h2_mean": 158.49, "partial_current_h2_std": 4.47, "partial_current_liquid_mean": 39.23, "partial_current_liquid_std": 4.61, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.556-Pd-0.444", "voltage_mean": 3.6666666666666665, "voltage_std": 0.055075705472861135, "xrf composition": "Cu-0.554-Pd-0.446"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.554, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.446, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 27110.5, "current density": 300, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.1, "fe_co_mean": 0.26, "fe_co_std": 0.46, "fe_gas_total_mean": 70.77, "fe_gas_total_std": 8.85, "fe_h2_mean": 70.39, "fe_h2_std": 8.43, "fe_liquid_mean": 29.23, "fe_liquid_std": 8.85, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.28, "max_partial_current_co_mean": 2.41, "max_partial_current_gas_total_mean": 212.31, "max_partial_current_h2_mean": 211.17, "max_partial_current_liquid_mean": 87.69, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0.05, "partial_current_ch4_mean": 0.28, "partial_current_ch4_std": 0.3, "partial_current_co_mean": 0.79, "partial_current_co_std": 1.37, "partial_current_gas_total_mean": 212.31, "partial_current_gas_total_std": 26.55, "partial_current_h2_mean": 211.17, "partial_current_h2_std": 25.28, "partial_current_liquid_mean": 87.69, "partial_current_liquid_std": 26.55, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.556-Pd-0.444", "voltage_mean": 3.7533333333333334, "voltage_std": 0.032145502536643084, "xrf composition": "Cu-0.554-Pd-0.446"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.697, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.303, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19896.7, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Cu-0.75-Pd-0.25_pp0_rep1", "sample_count": 6, "source": "uoft", "target composition": "Cu-0.75-Pd-0.25", "voltage_mean": 2.4966666666666666, "voltage_std": 0.07393691004272945, "xrf composition": "Cu-0.697-Pd-0.303"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.697, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.303, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19896.7, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 12.82, "fe_co_std": 3.41, "fe_gas_total_mean": 62.21, "fe_gas_total_std": 5.04, "fe_h2_mean": 49.36, "fe_h2_std": 4.02, "fe_liquid_mean": 37.79, "fe_liquid_std": 5.04, "max_partial_current_c2h4_mean": 11.22, "max_partial_current_ch4_mean": 6.85, "max_partial_current_co_mean": 40.62, "max_partial_current_gas_total_mean": 234, "max_partial_current_h2_mean": 212.57, "max_partial_current_liquid_mean": 66, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.41, "partial_current_co_std": 1.71, "partial_current_gas_total_mean": 31.11, "partial_current_gas_total_std": 2.52, "partial_current_h2_mean": 24.68, "partial_current_h2_std": 2.01, "partial_current_liquid_mean": 18.89, "partial_current_liquid_std": 2.52, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.75-Pd-0.25_pp0_rep1", "sample_count": 6, "source": "uoft", "target composition": "Cu-0.75-Pd-0.25", "voltage_mean": 2.8850000000000002, "voltage_std": 0.09159694318043626, "xrf composition": "Cu-0.697-Pd-0.303"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.697, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.303, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19896.7, "current density": 100, "fe_c2h4_mean": 0.81, "fe_c2h4_std": 0.7, "fe_ch4_mean": 0.2, "fe_ch4_std": 0.18, "fe_co_mean": 25.08, "fe_co_std": 5.68, "fe_gas_total_mean": 64.1, "fe_gas_total_std": 7.69, "fe_h2_mean": 38, "fe_h2_std": 10.9, "fe_liquid_mean": 35.9, "fe_liquid_std": 7.69, "max_partial_current_c2h4_mean": 11.22, "max_partial_current_ch4_mean": 6.85, "max_partial_current_co_mean": 40.62, "max_partial_current_gas_total_mean": 234, "max_partial_current_h2_mean": 212.57, "max_partial_current_liquid_mean": 66, "partial_current_c2h4_mean": 0.81, "partial_current_c2h4_std": 0.7, "partial_current_ch4_mean": 0.2, "partial_current_ch4_std": 0.18, "partial_current_co_mean": 25.08, "partial_current_co_std": 5.68, "partial_current_gas_total_mean": 64.1, "partial_current_gas_total_std": 7.69, "partial_current_h2_mean": 38, "partial_current_h2_std": 10.9, "partial_current_liquid_mean": 35.9, "partial_current_liquid_std": 7.69, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.75-Pd-0.25_pp0_rep1", "sample_count": 6, "source": "uoft", "target composition": "Cu-0.75-Pd-0.25", "voltage_mean": 3.23, "voltage_std": 0.08786353054595544, "xrf composition": "Cu-0.697-Pd-0.303"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.697, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.303, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19896.7, "current density": 150, "fe_c2h4_mean": 3.19, "fe_c2h4_std": 1.55, "fe_ch4_mean": 1.15, "fe_ch4_std": 0.45, "fe_co_mean": 27.08, "fe_co_std": 13.8, "fe_gas_total_mean": 71.9, "fe_gas_total_std": 3.79, "fe_h2_mean": 40.47, "fe_h2_std": 13, "fe_liquid_mean": 28.1, "fe_liquid_std": 3.79, "max_partial_current_c2h4_mean": 11.22, "max_partial_current_ch4_mean": 6.85, "max_partial_current_co_mean": 40.62, "max_partial_current_gas_total_mean": 234, "max_partial_current_h2_mean": 212.57, "max_partial_current_liquid_mean": 66, "partial_current_c2h4_mean": 4.78, "partial_current_c2h4_std": 2.32, "partial_current_ch4_mean": 1.72, "partial_current_ch4_std": 0.68, "partial_current_co_mean": 40.62, "partial_current_co_std": 20.7, "partial_current_gas_total_mean": 107.85, "partial_current_gas_total_std": 5.68, "partial_current_h2_mean": 60.7, "partial_current_h2_std": 19.5, "partial_current_liquid_mean": 42.15, "partial_current_liquid_std": 5.68, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.75-Pd-0.25_pp0_rep1", "sample_count": 6, "source": "uoft", "target composition": "Cu-0.75-Pd-0.25", "voltage_mean": 3.4233333333333333, "voltage_std": 0.09709102258533824, "xrf composition": "Cu-0.697-Pd-0.303"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.697, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.303, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19896.7, "current density": 200, "fe_c2h4_mean": 5.61, "fe_c2h4_std": 4.69, "fe_ch4_mean": 2.66, "fe_ch4_std": 1.47, "fe_co_mean": 17.25, "fe_co_std": 13.83, "fe_gas_total_mean": 73, "fe_gas_total_std": 5.44, "fe_h2_mean": 47.42, "fe_h2_std": 18.3, "fe_liquid_mean": 27, "fe_liquid_std": 5.44, "max_partial_current_c2h4_mean": 11.22, "max_partial_current_ch4_mean": 6.85, "max_partial_current_co_mean": 40.62, "max_partial_current_gas_total_mean": 234, "max_partial_current_h2_mean": 212.57, "max_partial_current_liquid_mean": 66, "partial_current_c2h4_mean": 11.22, "partial_current_c2h4_std": 9.38, "partial_current_ch4_mean": 5.31, "partial_current_ch4_std": 2.93, "partial_current_co_mean": 34.5, "partial_current_co_std": 27.65, "partial_current_gas_total_mean": 146, "partial_current_gas_total_std": 10.87, "partial_current_h2_mean": 94.84, "partial_current_h2_std": 36.6, "partial_current_liquid_mean": 54, "partial_current_liquid_std": 10.87, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.75-Pd-0.25_pp0_rep1", "sample_count": 6, "source": "uoft", "target composition": "Cu-0.75-Pd-0.25", "voltage_mean": 3.591666666666667, "voltage_std": 0.0868139773692384, "xrf composition": "Cu-0.697-Pd-0.303"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.697, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.303, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19896.7, "current density": 300, "fe_c2h4_mean": 2.39, "fe_c2h4_std": 3.01, "fe_ch4_mean": 2.28, "fe_ch4_std": 1.76, "fe_co_mean": 2.47, "fe_co_std": 1.45, "fe_gas_total_mean": 78, "fe_gas_total_std": 3.62, "fe_h2_mean": 70.86, "fe_h2_std": 7.56, "fe_liquid_mean": 22, "fe_liquid_std": 3.62, "max_partial_current_c2h4_mean": 11.22, "max_partial_current_ch4_mean": 6.85, "max_partial_current_co_mean": 40.62, "max_partial_current_gas_total_mean": 234, "max_partial_current_h2_mean": 212.57, "max_partial_current_liquid_mean": 66, "partial_current_c2h4_mean": 7.16, "partial_current_c2h4_std": 9.03, "partial_current_ch4_mean": 6.85, "partial_current_ch4_std": 5.29, "partial_current_co_mean": 7.4, "partial_current_co_std": 4.35, "partial_current_gas_total_mean": 234, "partial_current_gas_total_std": 10.86, "partial_current_h2_mean": 212.57, "partial_current_h2_std": 22.68, "partial_current_liquid_mean": 66, "partial_current_liquid_std": 10.86, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.75-Pd-0.25_pp0_rep1", "sample_count": 6, "source": "uoft", "target composition": "Cu-0.75-Pd-0.25", "voltage_mean": 3.731666666666667, "voltage_std": 0.0828049917979989, "xrf composition": "Cu-0.697-Pd-0.303"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.745, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.255, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 17209.05, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Cu-0.8-Pd-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.8-Pd-0.2", "voltage_mean": 2.76, "voltage_std": 0.09848857801796097, "xrf composition": "Cu-0.745-Pd-0.255"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.745, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.255, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 17209.05, "current density": 50, "fe_c2h4_mean": 0.11, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 16.61, "fe_co_std": 3.44, "fe_gas_total_mean": 59.97, "fe_gas_total_std": 0.62, "fe_h2_mean": 43.23, "fe_h2_std": 3.1, "fe_liquid_mean": 40.03, "fe_liquid_std": 0.62, "max_partial_current_c2h4_mean": 25.31, "max_partial_current_ch4_mean": 7.47, "max_partial_current_co_mean": 35.27, "max_partial_current_gas_total_mean": 235.68, "max_partial_current_h2_mean": 213.58, "max_partial_current_liquid_mean": 64.32, "partial_current_c2h4_mean": 0.05, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.31, "partial_current_co_std": 1.72, "partial_current_gas_total_mean": 29.98, "partial_current_gas_total_std": 0.31, "partial_current_h2_mean": 21.61, "partial_current_h2_std": 1.55, "partial_current_liquid_mean": 20.02, "partial_current_liquid_std": 0.31, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.8-Pd-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.8-Pd-0.2", "voltage_mean": 3, "voltage_std": 0.11357816691600539, "xrf composition": "Cu-0.745-Pd-0.255"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.745, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.255, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 17209.05, "current density": 100, "fe_c2h4_mean": 2.56, "fe_c2h4_std": 1.22, "fe_ch4_mean": 0.31, "fe_ch4_std": 0.12, "fe_co_mean": 35.27, "fe_co_std": 4.96, "fe_gas_total_mean": 71.13, "fe_gas_total_std": 4.11, "fe_h2_mean": 32.99, "fe_h2_std": 2.8, "fe_liquid_mean": 28.87, "fe_liquid_std": 4.11, "max_partial_current_c2h4_mean": 25.31, "max_partial_current_ch4_mean": 7.47, "max_partial_current_co_mean": 35.27, "max_partial_current_gas_total_mean": 235.68, "max_partial_current_h2_mean": 213.58, "max_partial_current_liquid_mean": 64.32, "partial_current_c2h4_mean": 2.56, "partial_current_c2h4_std": 1.22, "partial_current_ch4_mean": 0.31, "partial_current_ch4_std": 0.12, "partial_current_co_mean": 35.27, "partial_current_co_std": 4.96, "partial_current_gas_total_mean": 71.13, "partial_current_gas_total_std": 4.11, "partial_current_h2_mean": 32.99, "partial_current_h2_std": 2.8, "partial_current_liquid_mean": 28.87, "partial_current_liquid_std": 4.11, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.8-Pd-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.8-Pd-0.2", "voltage_mean": 3.33, "voltage_std": 0.14177446878757835, "xrf composition": "Cu-0.745-Pd-0.255"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.745, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.255, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 17209.05, "current density": 150, "fe_c2h4_mean": 12.8, "fe_c2h4_std": 1.89, "fe_ch4_mean": 2.76, "fe_ch4_std": 1.24, "fe_co_mean": 20.58, "fe_co_std": 7, "fe_gas_total_mean": 70.49, "fe_gas_total_std": 2.36, "fe_h2_mean": 34.33, "fe_h2_std": 5.24, "fe_liquid_mean": 29.51, "fe_liquid_std": 2.36, "max_partial_current_c2h4_mean": 25.31, "max_partial_current_ch4_mean": 7.47, "max_partial_current_co_mean": 35.27, "max_partial_current_gas_total_mean": 235.68, "max_partial_current_h2_mean": 213.58, "max_partial_current_liquid_mean": 64.32, "partial_current_c2h4_mean": 19.2, "partial_current_c2h4_std": 2.83, "partial_current_ch4_mean": 4.14, "partial_current_ch4_std": 1.85, "partial_current_co_mean": 30.87, "partial_current_co_std": 10.49, "partial_current_gas_total_mean": 105.74, "partial_current_gas_total_std": 3.54, "partial_current_h2_mean": 51.49, "partial_current_h2_std": 7.85, "partial_current_liquid_mean": 44.26, "partial_current_liquid_std": 3.54, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.8-Pd-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.8-Pd-0.2", "voltage_mean": 3.546666666666667, "voltage_std": 0.12858201014657292, "xrf composition": "Cu-0.745-Pd-0.255"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.745, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.255, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 17209.05, "current density": 200, "fe_c2h4_mean": 12.66, "fe_c2h4_std": 3.39, "fe_ch4_mean": 3.73, "fe_ch4_std": 0.72, "fe_co_mean": 7.23, "fe_co_std": 3.93, "fe_gas_total_mean": 73.22, "fe_gas_total_std": 2.16, "fe_h2_mean": 49.56, "fe_h2_std": 6.2, "fe_liquid_mean": 26.78, "fe_liquid_std": 2.16, "max_partial_current_c2h4_mean": 25.31, "max_partial_current_ch4_mean": 7.47, "max_partial_current_co_mean": 35.27, "max_partial_current_gas_total_mean": 235.68, "max_partial_current_h2_mean": 213.58, "max_partial_current_liquid_mean": 64.32, "partial_current_c2h4_mean": 25.31, "partial_current_c2h4_std": 6.77, "partial_current_ch4_mean": 7.47, "partial_current_ch4_std": 1.44, "partial_current_co_mean": 14.47, "partial_current_co_std": 7.86, "partial_current_gas_total_mean": 146.43, "partial_current_gas_total_std": 4.31, "partial_current_h2_mean": 99.12, "partial_current_h2_std": 12.4, "partial_current_liquid_mean": 53.57, "partial_current_liquid_std": 4.31, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.8-Pd-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.8-Pd-0.2", "voltage_mean": 3.69, "voltage_std": 0.10535653752852732, "xrf composition": "Cu-0.745-Pd-0.255"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.745, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.255, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 17209.05, "current density": 300, "fe_c2h4_mean": 4.18, "fe_c2h4_std": 3.04, "fe_ch4_mean": 2.04, "fe_ch4_std": 1.59, "fe_co_mean": 1.13, "fe_co_std": 1.01, "fe_gas_total_mean": 78.56, "fe_gas_total_std": 3.7, "fe_h2_mean": 71.19, "fe_h2_std": 9.25, "fe_liquid_mean": 21.44, "fe_liquid_std": 3.7, "max_partial_current_c2h4_mean": 25.31, "max_partial_current_ch4_mean": 7.47, "max_partial_current_co_mean": 35.27, "max_partial_current_gas_total_mean": 235.68, "max_partial_current_h2_mean": 213.58, "max_partial_current_liquid_mean": 64.32, "partial_current_c2h4_mean": 12.54, "partial_current_c2h4_std": 9.11, "partial_current_ch4_mean": 6.13, "partial_current_ch4_std": 4.77, "partial_current_co_mean": 3.38, "partial_current_co_std": 3.03, "partial_current_gas_total_mean": 235.68, "partial_current_gas_total_std": 11.11, "partial_current_h2_mean": 213.58, "partial_current_h2_std": 27.74, "partial_current_liquid_mean": 64.32, "partial_current_liquid_std": 11.11, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-0.8-Pd-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.8-Pd-0.2", "voltage_mean": 3.7733333333333334, "voltage_std": 0.07023769168568463, "xrf composition": "Cu-0.745-Pd-0.255"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 1, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 12, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Cu-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-1.0", "voltage_mean": 2.716666666666667, "voltage_std": 0.17039170558842737, "xrf composition": "Cu-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 1, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 12, "current density": 50, "fe_c2h4_mean": 0.86, "fe_c2h4_std": 0.3, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 25.17, "fe_co_std": 9.03, "fe_gas_total_mean": 70.51, "fe_gas_total_std": 6.35, "fe_h2_mean": 44.42, "fe_h2_std": 7.61, "fe_liquid_mean": 29.49, "fe_liquid_std": 6.35, "max_partial_current_c2h4_mean": 27.04, "max_partial_current_ch4_mean": 0.53, "max_partial_current_co_mean": 34.12, "max_partial_current_gas_total_mean": 240.36, "max_partial_current_h2_mean": 227.12, "max_partial_current_liquid_mean": 59.64, "partial_current_c2h4_mean": 0.43, "partial_current_c2h4_std": 0.15, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 12.58, "partial_current_co_std": 4.51, "partial_current_gas_total_mean": 35.25, "partial_current_gas_total_std": 3.18, "partial_current_h2_mean": 22.21, "partial_current_h2_std": 3.81, "partial_current_liquid_mean": 14.75, "partial_current_liquid_std": 3.18, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-1.0", "voltage_mean": 2.9066666666666667, "voltage_std": 0.11846237095944577, "xrf composition": "Cu-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 1, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 12, "current density": 100, "fe_c2h4_mean": 6.25, "fe_c2h4_std": 3.16, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.02, "fe_co_mean": 34.12, "fe_co_std": 8.4, "fe_gas_total_mean": 82.8, "fe_gas_total_std": 2.64, "fe_h2_mean": 42.32, "fe_h2_std": 9.34, "fe_liquid_mean": 17.2, "fe_liquid_std": 2.64, "max_partial_current_c2h4_mean": 27.04, "max_partial_current_ch4_mean": 0.53, "max_partial_current_co_mean": 34.12, "max_partial_current_gas_total_mean": 240.36, "max_partial_current_h2_mean": 227.12, "max_partial_current_liquid_mean": 59.64, "partial_current_c2h4_mean": 6.25, "partial_current_c2h4_std": 3.16, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 34.12, "partial_current_co_std": 8.4, "partial_current_gas_total_mean": 82.8, "partial_current_gas_total_std": 2.64, "partial_current_h2_mean": 42.32, "partial_current_h2_std": 9.34, "partial_current_liquid_mean": 17.2, "partial_current_liquid_std": 2.64, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-1.0", "voltage_mean": 3.2433333333333336, "voltage_std": 0.12503332889007357, "xrf composition": "Cu-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 1, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 12, "current density": 150, "fe_c2h4_mean": 14.22, "fe_c2h4_std": 5.52, "fe_ch4_mean": 0.18, "fe_ch4_std": 0.06, "fe_co_mean": 20.24, "fe_co_std": 5.8, "fe_gas_total_mean": 76.88, "fe_gas_total_std": 3.82, "fe_h2_mean": 42.2, "fe_h2_std": 7.19, "fe_liquid_mean": 23.12, "fe_liquid_std": 3.82, "max_partial_current_c2h4_mean": 27.04, "max_partial_current_ch4_mean": 0.53, "max_partial_current_co_mean": 34.12, "max_partial_current_gas_total_mean": 240.36, "max_partial_current_h2_mean": 227.12, "max_partial_current_liquid_mean": 59.64, "partial_current_c2h4_mean": 21.33, "partial_current_c2h4_std": 8.28, "partial_current_ch4_mean": 0.28, "partial_current_ch4_std": 0.09, "partial_current_co_mean": 30.36, "partial_current_co_std": 8.7, "partial_current_gas_total_mean": 115.32, "partial_current_gas_total_std": 5.72, "partial_current_h2_mean": 63.3, "partial_current_h2_std": 10.79, "partial_current_liquid_mean": 34.68, "partial_current_liquid_std": 5.72, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-1.0", "voltage_mean": 3.3833333333333333, "voltage_std": 0.179536440126603, "xrf composition": "Cu-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 1, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 12, "current density": 200, "fe_c2h4_mean": 13.52, "fe_c2h4_std": 8.81, "fe_ch4_mean": 0.26, "fe_ch4_std": 0.12, "fe_co_mean": 5.71, "fe_co_std": 1.63, "fe_gas_total_mean": 79.63, "fe_gas_total_std": 3.47, "fe_h2_mean": 60.1, "fe_h2_std": 12.5, "fe_liquid_mean": 20.37, "fe_liquid_std": 3.47, "max_partial_current_c2h4_mean": 27.04, "max_partial_current_ch4_mean": 0.53, "max_partial_current_co_mean": 34.12, "max_partial_current_gas_total_mean": 240.36, "max_partial_current_h2_mean": 227.12, "max_partial_current_liquid_mean": 59.64, "partial_current_c2h4_mean": 27.04, "partial_current_c2h4_std": 17.62, "partial_current_ch4_mean": 0.53, "partial_current_ch4_std": 0.24, "partial_current_co_mean": 11.43, "partial_current_co_std": 3.25, "partial_current_gas_total_mean": 159.27, "partial_current_gas_total_std": 6.94, "partial_current_h2_mean": 120.21, "partial_current_h2_std": 25, "partial_current_liquid_mean": 40.73, "partial_current_liquid_std": 6.94, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-1.0", "voltage_mean": 3.513333333333333, "voltage_std": 0.1504437879519567, "xrf composition": "Cu-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 1, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 12, "current density": 300, "fe_c2h4_mean": 3.69, "fe_c2h4_std": 1.28, "fe_ch4_mean": 0.14, "fe_ch4_std": 0.09, "fe_co_mean": 0.57, "fe_co_std": 0.23, "fe_gas_total_mean": 80.12, "fe_gas_total_std": 8.75, "fe_h2_mean": 75.71, "fe_h2_std": 7.32, "fe_liquid_mean": 19.88, "fe_liquid_std": 8.75, "max_partial_current_c2h4_mean": 27.04, "max_partial_current_ch4_mean": 0.53, "max_partial_current_co_mean": 34.12, "max_partial_current_gas_total_mean": 240.36, "max_partial_current_h2_mean": 227.12, "max_partial_current_liquid_mean": 59.64, "partial_current_c2h4_mean": 11.08, "partial_current_c2h4_std": 3.84, "partial_current_ch4_mean": 0.43, "partial_current_ch4_std": 0.28, "partial_current_co_mean": 1.71, "partial_current_co_std": 0.69, "partial_current_gas_total_mean": 240.36, "partial_current_gas_total_std": 26.26, "partial_current_h2_mean": 227.12, "partial_current_h2_std": 21.96, "partial_current_liquid_mean": 59.64, "partial_current_liquid_std": 26.26, "reaction": "CO2R", "sample id": "uoft4_240405_Cu-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-1.0", "voltage_mean": 3.66, "voltage_std": 0.15588457268119899, "xrf composition": "Cu-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.625, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.375, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 11444.81, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Hg-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.5-Pd-0.5", "voltage_mean": 2.7266666666666666, "voltage_std": 0.011547005383792493, "xrf composition": "Hg-0.625-Pd-0.375"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.625, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.375, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 11444.81, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 7.65, "fe_co_std": 0.76, "fe_gas_total_mean": 65.52, "fe_gas_total_std": 9.2, "fe_h2_mean": 57.82, "fe_h2_std": 9.48, "fe_liquid_mean": 34.48, "fe_liquid_std": 9.2, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 11.65, "max_partial_current_gas_total_mean": 218.37, "max_partial_current_h2_mean": 213.23, "max_partial_current_liquid_mean": 81.63, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 3.83, "partial_current_co_std": 0.38, "partial_current_gas_total_mean": 32.76, "partial_current_gas_total_std": 4.6, "partial_current_h2_mean": 28.91, "partial_current_h2_std": 4.74, "partial_current_liquid_mean": 17.24, "partial_current_liquid_std": 4.6, "reaction": "CO2R", "sample id": "uoft4_240405_Hg-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.5-Pd-0.5", "voltage_mean": 2.986666666666667, "voltage_std": 0.01527525231651948, "xrf composition": "Hg-0.625-Pd-0.375"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.625, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.375, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 11444.81, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 7.85, "fe_co_std": 0.36, "fe_gas_total_mean": 61.75, "fe_gas_total_std": 0.49, "fe_h2_mean": 53.85, "fe_h2_std": 0.29, "fe_liquid_mean": 38.25, "fe_liquid_std": 0.49, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 11.65, "max_partial_current_gas_total_mean": 218.37, "max_partial_current_h2_mean": 213.23, "max_partial_current_liquid_mean": 81.63, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 7.85, "partial_current_co_std": 0.36, "partial_current_gas_total_mean": 61.75, "partial_current_gas_total_std": 0.49, "partial_current_h2_mean": 53.85, "partial_current_h2_std": 0.29, "partial_current_liquid_mean": 38.25, "partial_current_liquid_std": 0.49, "reaction": "CO2R", "sample id": "uoft4_240405_Hg-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.5-Pd-0.5", "voltage_mean": 3.206666666666667, "voltage_std": 0.09451631252505224, "xrf composition": "Hg-0.625-Pd-0.375"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.625, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.375, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 11444.81, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 7.56, "fe_co_std": 0.21, "fe_gas_total_mean": 56.42, "fe_gas_total_std": 3.25, "fe_h2_mean": 48.8, "fe_h2_std": 3.39, "fe_liquid_mean": 43.58, "fe_liquid_std": 3.25, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 11.65, "max_partial_current_gas_total_mean": 218.37, "max_partial_current_h2_mean": 213.23, "max_partial_current_liquid_mean": 81.63, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 11.34, "partial_current_co_std": 0.32, "partial_current_gas_total_mean": 84.62, "partial_current_gas_total_std": 4.88, "partial_current_h2_mean": 73.19, "partial_current_h2_std": 5.09, "partial_current_liquid_mean": 65.38, "partial_current_liquid_std": 4.88, "reaction": "CO2R", "sample id": "uoft4_240405_Hg-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.5-Pd-0.5", "voltage_mean": 3.4600000000000004, "voltage_std": 0.029999999999999916, "xrf composition": "Hg-0.625-Pd-0.375"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.625, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.375, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 11444.81, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 5.82, "fe_co_std": 1.7, "fe_gas_total_mean": 64.78, "fe_gas_total_std": 5.91, "fe_h2_mean": 58.89, "fe_h2_std": 7.45, "fe_liquid_mean": 35.22, "fe_liquid_std": 5.91, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 11.65, "max_partial_current_gas_total_mean": 218.37, "max_partial_current_h2_mean": 213.23, "max_partial_current_liquid_mean": 81.63, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 11.65, "partial_current_co_std": 3.39, "partial_current_gas_total_mean": 129.55, "partial_current_gas_total_std": 11.82, "partial_current_h2_mean": 117.79, "partial_current_h2_std": 14.9, "partial_current_liquid_mean": 70.45, "partial_current_liquid_std": 11.82, "reaction": "CO2R", "sample id": "uoft4_240405_Hg-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.5-Pd-0.5", "voltage_mean": 3.6133333333333333, "voltage_std": 0.020816659994661382, "xrf composition": "Hg-0.625-Pd-0.375"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.625, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.375, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 11444.81, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 1.67, "fe_co_std": 0.84, "fe_gas_total_mean": 72.79, "fe_gas_total_std": 3.27, "fe_h2_mean": 71.08, "fe_h2_std": 3.3, "fe_liquid_mean": 27.21, "fe_liquid_std": 3.27, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 11.65, "max_partial_current_gas_total_mean": 218.37, "max_partial_current_h2_mean": 213.23, "max_partial_current_liquid_mean": 81.63, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 5.02, "partial_current_co_std": 2.53, "partial_current_gas_total_mean": 218.37, "partial_current_gas_total_std": 9.82, "partial_current_h2_mean": 213.23, "partial_current_h2_std": 9.91, "partial_current_liquid_mean": 81.63, "partial_current_liquid_std": 9.82, "reaction": "CO2R", "sample id": "uoft4_240405_Hg-0.5-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.5-Pd-0.5", "voltage_mean": 3.73, "voltage_std": 0.040000000000000036, "xrf composition": "Hg-0.625-Pd-0.375"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.191, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.809, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 15721.04, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Pd-0.333-Tl-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.333-Tl-0.667", "voltage_mean": 2.9166666666666665, "voltage_std": 0.015275252316519492, "xrf composition": "Pd-0.191-Tl-0.809"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.191, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.809, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 15721.04, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.02, "fe_co_mean": 0.42, "fe_co_std": 0.73, "fe_gas_total_mean": 69.19, "fe_gas_total_std": 3.17, "fe_h2_mean": 68.62, "fe_h2_std": 2.96, "fe_liquid_mean": 30.81, "fe_liquid_std": 3.17, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 0.89, "max_partial_current_gas_total_mean": 224.26, "max_partial_current_h2_mean": 223.7, "max_partial_current_liquid_mean": 75.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 0.21, "partial_current_co_std": 0.37, "partial_current_gas_total_mean": 34.59, "partial_current_gas_total_std": 1.58, "partial_current_h2_mean": 34.31, "partial_current_h2_std": 1.48, "partial_current_liquid_mean": 15.41, "partial_current_liquid_std": 1.58, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.333-Tl-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.333-Tl-0.667", "voltage_mean": 3.186666666666667, "voltage_std": 0.03511884584284254, "xrf composition": "Pd-0.191-Tl-0.809"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.191, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.809, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 15721.04, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0.02, "fe_co_mean": 0.62, "fe_co_std": 0.54, "fe_gas_total_mean": 63.58, "fe_gas_total_std": 1.27, "fe_h2_mean": 62.82, "fe_h2_std": 1.3, "fe_liquid_mean": 36.42, "fe_liquid_std": 1.27, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 0.89, "max_partial_current_gas_total_mean": 224.26, "max_partial_current_h2_mean": 223.7, "max_partial_current_liquid_mean": 75.74, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.13, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 0.62, "partial_current_co_std": 0.54, "partial_current_gas_total_mean": 63.58, "partial_current_gas_total_std": 1.27, "partial_current_h2_mean": 62.82, "partial_current_h2_std": 1.3, "partial_current_liquid_mean": 36.42, "partial_current_liquid_std": 1.27, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.333-Tl-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.333-Tl-0.667", "voltage_mean": 3.4933333333333336, "voltage_std": 0.05773502691896247, "xrf composition": "Pd-0.191-Tl-0.809"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.191, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.809, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 15721.04, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.01, "fe_co_mean": 0.59, "fe_co_std": 0.52, "fe_gas_total_mean": 60.99, "fe_gas_total_std": 7.47, "fe_h2_mean": 60.26, "fe_h2_std": 7.98, "fe_liquid_mean": 39.01, "fe_liquid_std": 7.47, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 0.89, "max_partial_current_gas_total_mean": 224.26, "max_partial_current_h2_mean": 223.7, "max_partial_current_liquid_mean": 75.74, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.17, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 0.89, "partial_current_co_std": 0.78, "partial_current_gas_total_mean": 91.49, "partial_current_gas_total_std": 11.21, "partial_current_h2_mean": 90.38, "partial_current_h2_std": 11.97, "partial_current_liquid_mean": 58.51, "partial_current_liquid_std": 11.21, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.333-Tl-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.333-Tl-0.667", "voltage_mean": 3.6833333333333336, "voltage_std": 0.07571877794400389, "xrf composition": "Pd-0.191-Tl-0.809"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.191, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.809, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 15721.04, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.11, "fe_ch4_std": 0.03, "fe_co_mean": 0.19, "fe_co_std": 0.33, "fe_gas_total_mean": 71.76, "fe_gas_total_std": 7.79, "fe_h2_mean": 71.44, "fe_h2_std": 8.11, "fe_liquid_mean": 28.24, "fe_liquid_std": 7.79, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 0.89, "max_partial_current_gas_total_mean": 224.26, "max_partial_current_h2_mean": 223.7, "max_partial_current_liquid_mean": 75.74, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.23, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 0.38, "partial_current_co_std": 0.66, "partial_current_gas_total_mean": 143.53, "partial_current_gas_total_std": 15.57, "partial_current_h2_mean": 142.89, "partial_current_h2_std": 16.23, "partial_current_liquid_mean": 56.47, "partial_current_liquid_std": 15.57, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.333-Tl-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.333-Tl-0.667", "voltage_mean": 3.7266666666666666, "voltage_std": 0.06806859285554043, "xrf composition": "Pd-0.191-Tl-0.809"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.191, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.809, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 15721.04, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.04, "fe_co_mean": 0.1, "fe_co_std": 0.18, "fe_gas_total_mean": 74.75, "fe_gas_total_std": 2.82, "fe_h2_mean": 74.57, "fe_h2_std": 3.04, "fe_liquid_mean": 25.25, "fe_liquid_std": 2.82, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 0.89, "max_partial_current_gas_total_mean": 224.26, "max_partial_current_h2_mean": 223.7, "max_partial_current_liquid_mean": 75.74, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.22, "partial_current_ch4_std": 0.12, "partial_current_co_mean": 0.31, "partial_current_co_std": 0.54, "partial_current_gas_total_mean": 224.26, "partial_current_gas_total_std": 8.46, "partial_current_h2_mean": 223.7, "partial_current_h2_std": 9.11, "partial_current_liquid_mean": 75.74, "partial_current_liquid_std": 8.46, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.333-Tl-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.333-Tl-0.667", "voltage_mean": 3.8533333333333335, "voltage_std": 0.08144527815247095, "xrf composition": "Pd-0.191-Tl-0.809"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.36, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.64, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19860.46, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Pd-0.591-Tl-0.409_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.591-Tl-0.409", "voltage_mean": 2.846666666666667, "voltage_std": 0.10503967504392507, "xrf composition": "Pd-0.36-Tl-0.64"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.36, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.64, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19860.46, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.16, "fe_ch4_std": 0.03, "fe_co_mean": 0.64, "fe_co_std": 1.11, "fe_gas_total_mean": 78.56, "fe_gas_total_std": 10.94, "fe_h2_mean": 77.73, "fe_h2_std": 11.95, "fe_liquid_mean": 21.44, "fe_liquid_std": 10.94, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 1.4, "max_partial_current_gas_total_mean": 235.01, "max_partial_current_h2_mean": 234.85, "max_partial_current_liquid_mean": 64.99, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 0.32, "partial_current_co_std": 0.55, "partial_current_gas_total_mean": 39.28, "partial_current_gas_total_std": 5.47, "partial_current_h2_mean": 38.87, "partial_current_h2_std": 5.97, "partial_current_liquid_mean": 10.72, "partial_current_liquid_std": 5.47, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.591-Tl-0.409_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.591-Tl-0.409", "voltage_mean": 3.013333333333333, "voltage_std": 0.11239810200058253, "xrf composition": "Pd-0.36-Tl-0.64"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.36, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.64, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19860.46, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.14, "fe_ch4_std": 0.01, "fe_co_mean": 1.13, "fe_co_std": 1.02, "fe_gas_total_mean": 81.58, "fe_gas_total_std": 6.89, "fe_h2_mean": 80.28, "fe_h2_std": 7.52, "fe_liquid_mean": 18.42, "fe_liquid_std": 6.89, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 1.4, "max_partial_current_gas_total_mean": 235.01, "max_partial_current_h2_mean": 234.85, "max_partial_current_liquid_mean": 64.99, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 1.13, "partial_current_co_std": 1.02, "partial_current_gas_total_mean": 81.58, "partial_current_gas_total_std": 6.89, "partial_current_h2_mean": 80.28, "partial_current_h2_std": 7.52, "partial_current_liquid_mean": 18.42, "partial_current_liquid_std": 6.89, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.591-Tl-0.409_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.591-Tl-0.409", "voltage_mean": 3.323333333333333, "voltage_std": 0.17785762095938804, "xrf composition": "Pd-0.36-Tl-0.64"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.36, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.64, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19860.46, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0.01, "fe_co_mean": 0.93, "fe_co_std": 0.85, "fe_gas_total_mean": 75.12, "fe_gas_total_std": 8.45, "fe_h2_mean": 74.03, "fe_h2_std": 9.3, "fe_liquid_mean": 24.88, "fe_liquid_std": 8.45, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 1.4, "max_partial_current_gas_total_mean": 235.01, "max_partial_current_h2_mean": 234.85, "max_partial_current_liquid_mean": 64.99, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.2, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 1.4, "partial_current_co_std": 1.28, "partial_current_gas_total_mean": 112.68, "partial_current_gas_total_std": 12.67, "partial_current_h2_mean": 111.04, "partial_current_h2_std": 13.95, "partial_current_liquid_mean": 37.32, "partial_current_liquid_std": 12.67, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.591-Tl-0.409_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.591-Tl-0.409", "voltage_mean": 3.4466666666666668, "voltage_std": 0.16258331197676273, "xrf composition": "Pd-0.36-Tl-0.64"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.36, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.64, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19860.46, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.02, "fe_co_mean": 0.52, "fe_co_std": 0.59, "fe_gas_total_mean": 76.01, "fe_gas_total_std": 9.26, "fe_h2_mean": 75.36, "fe_h2_std": 9.84, "fe_liquid_mean": 23.99, "fe_liquid_std": 9.26, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 1.4, "max_partial_current_gas_total_mean": 235.01, "max_partial_current_h2_mean": 234.85, "max_partial_current_liquid_mean": 64.99, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.2, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 1.05, "partial_current_co_std": 1.18, "partial_current_gas_total_mean": 152.02, "partial_current_gas_total_std": 18.51, "partial_current_h2_mean": 150.73, "partial_current_h2_std": 19.68, "partial_current_liquid_mean": 47.98, "partial_current_liquid_std": 18.51, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.591-Tl-0.409_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.591-Tl-0.409", "voltage_mean": 3.5733333333333337, "voltage_std": 0.15176736583776293, "xrf composition": "Pd-0.36-Tl-0.64"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.36, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.64, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 19860.46, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 78.34, "fe_gas_total_std": 9.96, "fe_h2_mean": 78.28, "fe_h2_std": 9.97, "fe_liquid_mean": 21.66, "fe_liquid_std": 9.96, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 1.4, "max_partial_current_gas_total_mean": 235.01, "max_partial_current_h2_mean": 234.85, "max_partial_current_liquid_mean": 64.99, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 235.01, "partial_current_gas_total_std": 29.89, "partial_current_h2_mean": 234.85, "partial_current_h2_std": 29.9, "partial_current_liquid_mean": 64.99, "partial_current_liquid_std": 29.89, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.591-Tl-0.409_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.591-Tl-0.409", "voltage_mean": 3.67, "voltage_std": 0.16093476939431087, "xrf composition": "Pd-0.36-Tl-0.64"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.5, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.5, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 23957.5, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Pd-0.75-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.75-Tl-0.25", "voltage_mean": 2.776666666666667, "voltage_std": 0.1078579312490895, "xrf composition": "Pd-0.5-Tl-0.5"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.5, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.5, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 23957.5, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 32.92, "fe_co_std": 0.45, "fe_gas_total_mean": 38.62, "fe_gas_total_std": 0.54, "fe_h2_mean": 5.66, "fe_h2_std": 0.23, "fe_liquid_mean": 61.38, "fe_liquid_std": 0.54, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 29.93, "max_partial_current_gas_total_mean": 88.54, "max_partial_current_h2_mean": 62.95, "max_partial_current_liquid_mean": 211.46, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.46, "partial_current_co_std": 0.23, "partial_current_gas_total_mean": 19.31, "partial_current_gas_total_std": 0.27, "partial_current_h2_mean": 2.83, "partial_current_h2_std": 0.12, "partial_current_liquid_mean": 30.69, "partial_current_liquid_std": 0.27, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.75-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.75-Tl-0.25", "voltage_mean": 2.98, "voltage_std": 0.06999999999999984, "xrf composition": "Pd-0.5-Tl-0.5"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.5, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.5, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 23957.5, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 23.32, "fe_co_std": 0.41, "fe_gas_total_mean": 27.57, "fe_gas_total_std": 0.49, "fe_h2_mean": 4.23, "fe_h2_std": 0.26, "fe_liquid_mean": 72.43, "fe_liquid_std": 0.49, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 29.93, "max_partial_current_gas_total_mean": 88.54, "max_partial_current_h2_mean": 62.95, "max_partial_current_liquid_mean": 211.46, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 23.32, "partial_current_co_std": 0.41, "partial_current_gas_total_mean": 27.57, "partial_current_gas_total_std": 0.49, "partial_current_h2_mean": 4.23, "partial_current_h2_std": 0.26, "partial_current_liquid_mean": 72.43, "partial_current_liquid_std": 0.49, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.75-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.75-Tl-0.25", "voltage_mean": 3.186666666666666, "voltage_std": 0.06658328118479387, "xrf composition": "Pd-0.5-Tl-0.5"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.5, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.5, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 23957.5, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 18.37, "fe_co_std": 0.99, "fe_gas_total_mean": 21.79, "fe_gas_total_std": 1.58, "fe_h2_mean": 3.4, "fe_h2_std": 0.59, "fe_liquid_mean": 78.21, "fe_liquid_std": 1.58, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 29.93, "max_partial_current_gas_total_mean": 88.54, "max_partial_current_h2_mean": 62.95, "max_partial_current_liquid_mean": 211.46, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.56, "partial_current_co_std": 1.48, "partial_current_gas_total_mean": 32.68, "partial_current_gas_total_std": 2.38, "partial_current_h2_mean": 5.1, "partial_current_h2_std": 0.89, "partial_current_liquid_mean": 117.31, "partial_current_liquid_std": 2.38, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.75-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.75-Tl-0.25", "voltage_mean": 3.31, "voltage_std": 0.052915026221291864, "xrf composition": "Pd-0.5-Tl-0.5"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.5, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.5, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 23957.5, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 14.96, "fe_co_std": 2.61, "fe_gas_total_mean": 20.18, "fe_gas_total_std": 0.64, "fe_h2_mean": 5.2, "fe_h2_std": 2.99, "fe_liquid_mean": 79.82, "fe_liquid_std": 0.64, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 29.93, "max_partial_current_gas_total_mean": 88.54, "max_partial_current_h2_mean": 62.95, "max_partial_current_liquid_mean": 211.46, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 29.93, "partial_current_co_std": 5.23, "partial_current_gas_total_mean": 40.36, "partial_current_gas_total_std": 1.28, "partial_current_h2_mean": 10.4, "partial_current_h2_std": 5.98, "partial_current_liquid_mean": 159.64, "partial_current_liquid_std": 1.28, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.75-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.75-Tl-0.25", "voltage_mean": 3.4266666666666663, "voltage_std": 0.09073771725877461, "xrf composition": "Pd-0.5-Tl-0.5"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.5, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.5, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 23957.5, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 8.51, "fe_co_std": 4.3, "fe_gas_total_mean": 29.51, "fe_gas_total_std": 14.67, "fe_h2_mean": 20.98, "fe_h2_std": 18.74, "fe_liquid_mean": 70.49, "fe_liquid_std": 14.67, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 29.93, "max_partial_current_gas_total_mean": 88.54, "max_partial_current_h2_mean": 62.95, "max_partial_current_liquid_mean": 211.46, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 25.52, "partial_current_co_std": 12.89, "partial_current_gas_total_mean": 88.54, "partial_current_gas_total_std": 44.01, "partial_current_h2_mean": 62.95, "partial_current_h2_std": 56.23, "partial_current_liquid_mean": 211.46, "partial_current_liquid_std": 44.01, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-0.75-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.75-Tl-0.25", "voltage_mean": 3.6666666666666665, "voltage_std": 0.13316656236958793, "xrf composition": "Pd-0.5-Tl-0.5"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 1, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 47210, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Pd-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-1.0", "voltage_mean": 2.546666666666667, "voltage_std": 0.0680685928555403, "xrf composition": "Pd-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 1, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 47210, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.02, "fe_co_mean": 16.2, "fe_co_std": 0.33, "fe_gas_total_mean": 90, "fe_gas_total_std": 1.93, "fe_h2_mean": 73.73, "fe_h2_std": 1.6, "fe_liquid_mean": 10, "fe_liquid_std": 1.93, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 11.98, "max_partial_current_gas_total_mean": 250.71, "max_partial_current_h2_mean": 248.45, "max_partial_current_liquid_mean": 49.29, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 8.1, "partial_current_co_std": 0.17, "partial_current_gas_total_mean": 45, "partial_current_gas_total_std": 0.97, "partial_current_h2_mean": 36.86, "partial_current_h2_std": 0.8, "partial_current_liquid_mean": 5, "partial_current_liquid_std": 0.97, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-1.0", "voltage_mean": 3.06, "voltage_std": 0.0754983443527074, "xrf composition": "Pd-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 1, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 47210, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.02, "fe_co_mean": 11.98, "fe_co_std": 0.39, "fe_gas_total_mean": 90.66, "fe_gas_total_std": 2.61, "fe_h2_mean": 78.59, "fe_h2_std": 2.67, "fe_liquid_mean": 9.34, "fe_liquid_std": 2.61, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 11.98, "max_partial_current_gas_total_mean": 250.71, "max_partial_current_h2_mean": 248.45, "max_partial_current_liquid_mean": 49.29, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 11.98, "partial_current_co_std": 0.39, "partial_current_gas_total_mean": 90.66, "partial_current_gas_total_std": 2.61, "partial_current_h2_mean": 78.59, "partial_current_h2_std": 2.67, "partial_current_liquid_mean": 9.34, "partial_current_liquid_std": 2.61, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-1.0", "voltage_mean": 3.4066666666666667, "voltage_std": 0.06506407098647729, "xrf composition": "Pd-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 1, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 47210, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.01, "fe_co_mean": 6.45, "fe_co_std": 1.5, "fe_gas_total_mean": 91.15, "fe_gas_total_std": 1.33, "fe_h2_mean": 84.6, "fe_h2_std": 2, "fe_liquid_mean": 8.85, "fe_liquid_std": 1.33, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 11.98, "max_partial_current_gas_total_mean": 250.71, "max_partial_current_h2_mean": 248.45, "max_partial_current_liquid_mean": 49.29, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 9.68, "partial_current_co_std": 2.25, "partial_current_gas_total_mean": 136.72, "partial_current_gas_total_std": 2, "partial_current_h2_mean": 126.9, "partial_current_h2_std": 3.01, "partial_current_liquid_mean": 13.28, "partial_current_liquid_std": 2, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-1.0", "voltage_mean": 3.6333333333333333, "voltage_std": 0.08504900548115402, "xrf composition": "Pd-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 1, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 47210, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 2.43, "fe_co_std": 0.47, "fe_gas_total_mean": 87.97, "fe_gas_total_std": 3.7, "fe_h2_mean": 85.48, "fe_h2_std": 3.3, "fe_liquid_mean": 12.03, "fe_liquid_std": 3.7, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 11.98, "max_partial_current_gas_total_mean": 250.71, "max_partial_current_h2_mean": 248.45, "max_partial_current_liquid_mean": 49.29, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 4.85, "partial_current_co_std": 0.94, "partial_current_gas_total_mean": 175.93, "partial_current_gas_total_std": 7.39, "partial_current_h2_mean": 170.96, "partial_current_h2_std": 6.61, "partial_current_liquid_mean": 24.07, "partial_current_liquid_std": 7.39, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-1.0", "voltage_mean": 3.686666666666667, "voltage_std": 0.08504900548115384, "xrf composition": "Pd-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 1, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 47210, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 0.73, "fe_co_std": 0.27, "fe_gas_total_mean": 83.57, "fe_gas_total_std": 1.11, "fe_h2_mean": 82.82, "fe_h2_std": 0.83, "fe_liquid_mean": 16.43, "fe_liquid_std": 1.11, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 11.98, "max_partial_current_gas_total_mean": 250.71, "max_partial_current_h2_mean": 248.45, "max_partial_current_liquid_mean": 49.29, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 2.19, "partial_current_co_std": 0.82, "partial_current_gas_total_mean": 250.71, "partial_current_gas_total_std": 3.32, "partial_current_h2_mean": 248.45, "partial_current_h2_std": 2.5, "partial_current_liquid_mean": 49.29, "partial_current_liquid_std": 3.32, "reaction": "CO2R", "sample id": "uoft4_240405_Pd-1.0_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-1.0", "voltage_mean": 3.7533333333333334, "voltage_std": 0.08020806277010645, "xrf composition": "Pd-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 1, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 196920, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft4_240405_Rh-1.0_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Rh-1.0", "voltage_mean": 2.38, "voltage_std": 0, "xrf composition": "Rh-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 1, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 196920, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 97.21, "fe_gas_total_std": 0, "fe_h2_mean": 97.17, "fe_h2_std": 0, "fe_liquid_mean": 2.79, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 271.14, "max_partial_current_h2_mean": 271.08, "max_partial_current_liquid_mean": 28.86, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 48.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 48.58, "partial_current_h2_std": 0, "partial_current_liquid_mean": 1.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Rh-1.0_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Rh-1.0", "voltage_mean": 3.02, "voltage_std": 0, "xrf composition": "Rh-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 1, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 196920, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 97.39, "fe_gas_total_std": 0, "fe_h2_mean": 97.34, "fe_h2_std": 0, "fe_liquid_mean": 2.61, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 271.14, "max_partial_current_h2_mean": 271.08, "max_partial_current_liquid_mean": 28.86, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 97.39, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 97.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 2.61, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Rh-1.0_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Rh-1.0", "voltage_mean": 2.85, "voltage_std": 0, "xrf composition": "Rh-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 1, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 196920, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 96.17, "fe_gas_total_std": 0, "fe_h2_mean": 96.12, "fe_h2_std": 0, "fe_liquid_mean": 3.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 271.14, "max_partial_current_h2_mean": 271.08, "max_partial_current_liquid_mean": 28.86, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 144.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 144.18, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.74, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Rh-1.0_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Rh-1.0", "voltage_mean": 3.46, "voltage_std": 0, "xrf composition": "Rh-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 1, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 196920, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.39, "fe_gas_total_std": 0, "fe_h2_mean": 87.36, "fe_h2_std": 0, "fe_liquid_mean": 12.61, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 271.14, "max_partial_current_h2_mean": 271.08, "max_partial_current_liquid_mean": 28.86, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 174.78, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 174.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.22, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Rh-1.0_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Rh-1.0", "voltage_mean": 3.58, "voltage_std": 0, "xrf composition": "Rh-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 1, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240405, "batch number": 4, "cost_per_gram": 196920, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 90.38, "fe_gas_total_std": 0, "fe_h2_mean": 90.36, "fe_h2_std": 0, "fe_liquid_mean": 9.62, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 271.14, "max_partial_current_h2_mean": 271.08, "max_partial_current_liquid_mean": 28.86, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 271.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 271.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft4_240405_Rh-1.0_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Rh-1.0", "voltage_mean": 3.68, "voltage_std": 0, "xrf composition": "Rh-1.0"}, {"Ag": 0.375, "Au": 0.416, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.209, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 67565.06, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft5_240507_Ag-0.4-Au-0.4-Tl-0.2_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.4-Au-0.4-Tl-0.2", "voltage_mean": 2.83, "voltage_std": 0.01414213562373112, "xrf composition": "Ag-0.375-Au-0.416-Tl-0.209"}, {"Ag": 0.375, "Au": 0.416, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.209, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 67565.06, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.33, "fe_gas_total_std": 0.91, "fe_h2_mean": 87.18, "fe_h2_std": 0.91, "fe_liquid_mean": 12.67, "fe_liquid_std": 0.91, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 1.02, "max_partial_current_gas_total_mean": 247.02, "max_partial_current_h2_mean": 245.83, "max_partial_current_liquid_mean": 52.98, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.66, "partial_current_gas_total_std": 0.45, "partial_current_h2_mean": 43.59, "partial_current_h2_std": 0.46, "partial_current_liquid_mean": 6.34, "partial_current_liquid_std": 0.45, "reaction": "CO2R", "sample id": "uoft5_240507_Ag-0.4-Au-0.4-Tl-0.2_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.4-Au-0.4-Tl-0.2", "voltage_mean": 3.125, "voltage_std": 0.1343502884254443, "xrf composition": "Ag-0.375-Au-0.416-Tl-0.209"}, {"Ag": 0.375, "Au": 0.416, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.209, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 67565.06, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.04, "fe_gas_total_std": 0.33, "fe_h2_mean": 85.89, "fe_h2_std": 0.33, "fe_liquid_mean": 13.96, "fe_liquid_std": 0.33, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 1.02, "max_partial_current_gas_total_mean": 247.02, "max_partial_current_h2_mean": 245.83, "max_partial_current_liquid_mean": 52.98, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 86.04, "partial_current_gas_total_std": 0.33, "partial_current_h2_mean": 85.89, "partial_current_h2_std": 0.33, "partial_current_liquid_mean": 13.96, "partial_current_liquid_std": 0.33, "reaction": "CO2R", "sample id": "uoft5_240507_Ag-0.4-Au-0.4-Tl-0.2_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.4-Au-0.4-Tl-0.2", "voltage_mean": 3.425, "voltage_std": 0.16263455967290577, "xrf composition": "Ag-0.375-Au-0.416-Tl-0.209"}, {"Ag": 0.375, "Au": 0.416, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.209, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 67565.06, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0, "fe_co_mean": 0.38, "fe_co_std": 0.54, "fe_gas_total_mean": 83.37, "fe_gas_total_std": 0.47, "fe_h2_mean": 82.84, "fe_h2_std": 1, "fe_liquid_mean": 16.63, "fe_liquid_std": 0.47, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 1.02, "max_partial_current_gas_total_mean": 247.02, "max_partial_current_h2_mean": 245.83, "max_partial_current_liquid_mean": 52.98, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0, "partial_current_co_mean": 0.58, "partial_current_co_std": 0.82, "partial_current_gas_total_mean": 125.06, "partial_current_gas_total_std": 0.7, "partial_current_h2_mean": 124.26, "partial_current_h2_std": 1.51, "partial_current_liquid_mean": 24.95, "partial_current_liquid_std": 0.7, "reaction": "CO2R", "sample id": "uoft5_240507_Ag-0.4-Au-0.4-Tl-0.2_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.4-Au-0.4-Tl-0.2", "voltage_mean": 3.58, "voltage_std": 0.14142135623730964, "xrf composition": "Ag-0.375-Au-0.416-Tl-0.209"}, {"Ag": 0.375, "Au": 0.416, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.209, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 67565.06, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.11, "fe_ch4_std": 0.01, "fe_co_mean": 0.51, "fe_co_std": 0.13, "fe_gas_total_mean": 81.57, "fe_gas_total_std": 0.85, "fe_h2_mean": 80.94, "fe_h2_std": 0.98, "fe_liquid_mean": 18.43, "fe_liquid_std": 0.85, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 1.02, "max_partial_current_gas_total_mean": 247.02, "max_partial_current_h2_mean": 245.83, "max_partial_current_liquid_mean": 52.98, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.21, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 1.02, "partial_current_co_std": 0.25, "partial_current_gas_total_mean": 163.14, "partial_current_gas_total_std": 1.7, "partial_current_h2_mean": 161.87, "partial_current_h2_std": 1.97, "partial_current_liquid_mean": 36.86, "partial_current_liquid_std": 1.7, "reaction": "CO2R", "sample id": "uoft5_240507_Ag-0.4-Au-0.4-Tl-0.2_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.4-Au-0.4-Tl-0.2", "voltage_mean": 3.6950000000000003, "voltage_std": 0.13435028842544414, "xrf composition": "Ag-0.375-Au-0.416-Tl-0.209"}, {"Ag": 0.375, "Au": 0.416, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.209, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 67565.06, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.01, "fe_co_mean": 0.3, "fe_co_std": 0.06, "fe_gas_total_mean": 82.34, "fe_gas_total_std": 1.22, "fe_h2_mean": 81.94, "fe_h2_std": 1.28, "fe_liquid_mean": 17.66, "fe_liquid_std": 1.22, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 1.02, "max_partial_current_gas_total_mean": 247.02, "max_partial_current_h2_mean": 245.83, "max_partial_current_liquid_mean": 52.98, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 0.9, "partial_current_co_std": 0.17, "partial_current_gas_total_mean": 247.02, "partial_current_gas_total_std": 3.65, "partial_current_h2_mean": 245.83, "partial_current_h2_std": 3.84, "partial_current_liquid_mean": 52.98, "partial_current_liquid_std": 3.65, "reaction": "CO2R", "sample id": "uoft5_240507_Ag-0.4-Au-0.4-Tl-0.2_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.4-Au-0.4-Tl-0.2", "voltage_mean": 3.8150000000000004, "voltage_std": 0.10606601717798222, "xrf composition": "Ag-0.375-Au-0.416-Tl-0.209"}, {"Ag": 0, "Au": 0.124, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.582, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.295, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 46325.86, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft5_240507_Au-0.125-Pd-0.625-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.125-Pd-0.625-Tl-0.25", "voltage_mean": 2.7099999999999995, "voltage_std": 0.08000000000000007, "xrf composition": "Au-0.124-Pd-0.582-Tl-0.295"}, {"Ag": 0, "Au": 0.124, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.582, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.295, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 46325.86, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 30.68, "fe_co_std": 2.39, "fe_gas_total_mean": 40.86, "fe_gas_total_std": 2.87, "fe_h2_mean": 10.16, "fe_h2_std": 2.04, "fe_liquid_mean": 59.14, "fe_liquid_std": 2.87, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 35.9, "max_partial_current_gas_total_mean": 128.05, "max_partial_current_h2_mean": 110.7, "max_partial_current_liquid_mean": 171.95, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.34, "partial_current_co_std": 1.19, "partial_current_gas_total_mean": 20.43, "partial_current_gas_total_std": 1.43, "partial_current_h2_mean": 5.08, "partial_current_h2_std": 1.02, "partial_current_liquid_mean": 29.57, "partial_current_liquid_std": 1.43, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.125-Pd-0.625-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.125-Pd-0.625-Tl-0.25", "voltage_mean": 2.92, "voltage_std": 0.07000000000000005, "xrf composition": "Au-0.124-Pd-0.582-Tl-0.295"}, {"Ag": 0, "Au": 0.124, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.582, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.295, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 46325.86, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 23.92, "fe_co_std": 1.54, "fe_gas_total_mean": 31.39, "fe_gas_total_std": 1.47, "fe_h2_mean": 7.46, "fe_h2_std": 1.55, "fe_liquid_mean": 68.61, "fe_liquid_std": 1.47, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 35.9, "max_partial_current_gas_total_mean": 128.05, "max_partial_current_h2_mean": 110.7, "max_partial_current_liquid_mean": 171.95, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.92, "partial_current_co_std": 1.54, "partial_current_gas_total_mean": 31.39, "partial_current_gas_total_std": 1.47, "partial_current_h2_mean": 7.46, "partial_current_h2_std": 1.55, "partial_current_liquid_mean": 68.61, "partial_current_liquid_std": 1.47, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.125-Pd-0.625-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.125-Pd-0.625-Tl-0.25", "voltage_mean": 3.1366666666666667, "voltage_std": 0.06806859285554034, "xrf composition": "Au-0.124-Pd-0.582-Tl-0.295"}, {"Ag": 0, "Au": 0.124, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.582, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.295, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 46325.86, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 20.05, "fe_co_std": 0.9, "fe_gas_total_mean": 25.74, "fe_gas_total_std": 0.76, "fe_h2_mean": 5.68, "fe_h2_std": 1.03, "fe_liquid_mean": 74.26, "fe_liquid_std": 0.76, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 35.9, "max_partial_current_gas_total_mean": 128.05, "max_partial_current_h2_mean": 110.7, "max_partial_current_liquid_mean": 171.95, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.08, "partial_current_co_std": 1.34, "partial_current_gas_total_mean": 38.62, "partial_current_gas_total_std": 1.15, "partial_current_h2_mean": 8.52, "partial_current_h2_std": 1.55, "partial_current_liquid_mean": 111.38, "partial_current_liquid_std": 1.15, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.125-Pd-0.625-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.125-Pd-0.625-Tl-0.25", "voltage_mean": 3.266666666666667, "voltage_std": 0.06110100926607768, "xrf composition": "Au-0.124-Pd-0.582-Tl-0.295"}, {"Ag": 0, "Au": 0.124, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.582, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.295, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 46325.86, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 17.95, "fe_co_std": 1.18, "fe_gas_total_mean": 22.73, "fe_gas_total_std": 0.89, "fe_h2_mean": 4.77, "fe_h2_std": 0.92, "fe_liquid_mean": 77.27, "fe_liquid_std": 0.89, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 35.9, "max_partial_current_gas_total_mean": 128.05, "max_partial_current_h2_mean": 110.7, "max_partial_current_liquid_mean": 171.95, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 35.9, "partial_current_co_std": 2.35, "partial_current_gas_total_mean": 45.47, "partial_current_gas_total_std": 1.77, "partial_current_h2_mean": 9.55, "partial_current_h2_std": 1.84, "partial_current_liquid_mean": 154.53, "partial_current_liquid_std": 1.77, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.125-Pd-0.625-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.125-Pd-0.625-Tl-0.25", "voltage_mean": 3.3633333333333333, "voltage_std": 0.06027713773341715, "xrf composition": "Au-0.124-Pd-0.582-Tl-0.295"}, {"Ag": 0, "Au": 0.124, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.582, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.295, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 46325.86, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 5.74, "fe_co_std": 2.55, "fe_gas_total_mean": 42.68, "fe_gas_total_std": 14.85, "fe_h2_mean": 36.9, "fe_h2_std": 17.24, "fe_liquid_mean": 57.32, "fe_liquid_std": 14.85, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 35.9, "max_partial_current_gas_total_mean": 128.05, "max_partial_current_h2_mean": 110.7, "max_partial_current_liquid_mean": 171.95, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 17.23, "partial_current_co_std": 7.65, "partial_current_gas_total_mean": 128.05, "partial_current_gas_total_std": 44.56, "partial_current_h2_mean": 110.7, "partial_current_h2_std": 51.72, "partial_current_liquid_mean": 171.95, "partial_current_liquid_std": 44.56, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.125-Pd-0.625-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.125-Pd-0.625-Tl-0.25", "voltage_mean": 3.6466666666666665, "voltage_std": 0.020816659994661292, "xrf composition": "Au-0.124-Pd-0.582-Tl-0.295"}, {"Ag": 0, "Au": 0.395, "Cd": 0.605, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 68938.09, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft5_240507_Au-0.444-Cd-0.556_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.444-Cd-0.556", "voltage_mean": 2.865, "voltage_std": 0.09192388155425157, "xrf composition": "Au-0.395-Cd-0.605"}, {"Ag": 0, "Au": 0.395, "Cd": 0.605, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 68938.09, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.18, "fe_ch4_std": 0.01, "fe_co_mean": 16.29, "fe_co_std": 0.34, "fe_gas_total_mean": 89.32, "fe_gas_total_std": 4.6, "fe_h2_mean": 72.82, "fe_h2_std": 4.31, "fe_liquid_mean": 10.68, "fe_liquid_std": 4.6, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 26.21, "max_partial_current_gas_total_mean": 245.16, "max_partial_current_h2_mean": 233.61, "max_partial_current_liquid_mean": 54.84, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 8.14, "partial_current_co_std": 0.17, "partial_current_gas_total_mean": 44.66, "partial_current_gas_total_std": 2.3, "partial_current_h2_mean": 36.41, "partial_current_h2_std": 2.15, "partial_current_liquid_mean": 5.34, "partial_current_liquid_std": 2.3, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.444-Cd-0.556_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.444-Cd-0.556", "voltage_mean": 3.0700000000000003, "voltage_std": 0.07071067811865497, "xrf composition": "Au-0.395-Cd-0.605"}, {"Ag": 0, "Au": 0.395, "Cd": 0.605, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 68938.09, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.14, "fe_ch4_std": 0, "fe_co_mean": 18.51, "fe_co_std": 0.9, "fe_gas_total_mean": 83.92, "fe_gas_total_std": 5.59, "fe_h2_mean": 65.24, "fe_h2_std": 4.69, "fe_liquid_mean": 16.08, "fe_liquid_std": 5.59, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 26.21, "max_partial_current_gas_total_mean": 245.16, "max_partial_current_h2_mean": 233.61, "max_partial_current_liquid_mean": 54.84, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.51, "partial_current_co_std": 0.9, "partial_current_gas_total_mean": 83.92, "partial_current_gas_total_std": 5.59, "partial_current_h2_mean": 65.24, "partial_current_h2_std": 4.69, "partial_current_liquid_mean": 16.08, "partial_current_liquid_std": 5.59, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.444-Cd-0.556_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.444-Cd-0.556", "voltage_mean": 3.265, "voltage_std": 0.06363961030678918, "xrf composition": "Au-0.395-Cd-0.605"}, {"Ag": 0, "Au": 0.395, "Cd": 0.605, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 68938.09, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.01, "fe_co_mean": 17.48, "fe_co_std": 2.86, "fe_gas_total_mean": 79.48, "fe_gas_total_std": 3.45, "fe_h2_mean": 61.86, "fe_h2_std": 0.58, "fe_liquid_mean": 20.52, "fe_liquid_std": 3.45, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 26.21, "max_partial_current_gas_total_mean": 245.16, "max_partial_current_h2_mean": 233.61, "max_partial_current_liquid_mean": 54.84, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.17, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 26.21, "partial_current_co_std": 4.3, "partial_current_gas_total_mean": 119.22, "partial_current_gas_total_std": 5.18, "partial_current_h2_mean": 92.79, "partial_current_h2_std": 0.87, "partial_current_liquid_mean": 30.78, "partial_current_liquid_std": 5.18, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.444-Cd-0.556_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.444-Cd-0.556", "voltage_mean": 3.54, "voltage_std": 0.05656854249492385, "xrf composition": "Au-0.395-Cd-0.605"}, {"Ag": 0, "Au": 0.395, "Cd": 0.605, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 68938.09, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 7.43, "fe_co_std": 3.58, "fe_gas_total_mean": 83.62, "fe_gas_total_std": 6.57, "fe_h2_mean": 76.12, "fe_h2_std": 2.98, "fe_liquid_mean": 16.38, "fe_liquid_std": 6.57, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 26.21, "max_partial_current_gas_total_mean": 245.16, "max_partial_current_h2_mean": 233.61, "max_partial_current_liquid_mean": 54.84, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.13, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 14.86, "partial_current_co_std": 7.16, "partial_current_gas_total_mean": 167.25, "partial_current_gas_total_std": 13.14, "partial_current_h2_mean": 152.24, "partial_current_h2_std": 5.97, "partial_current_liquid_mean": 32.75, "partial_current_liquid_std": 13.14, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.444-Cd-0.556_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.444-Cd-0.556", "voltage_mean": 3.635, "voltage_std": 0.03535533905932741, "xrf composition": "Au-0.395-Cd-0.605"}, {"Ag": 0, "Au": 0.395, "Cd": 0.605, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 68938.09, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.03, "fe_co_mean": 3.8, "fe_co_std": 3.97, "fe_gas_total_mean": 81.72, "fe_gas_total_std": 1.91, "fe_h2_mean": 77.87, "fe_h2_std": 2.09, "fe_liquid_mean": 18.28, "fe_liquid_std": 1.91, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 26.21, "max_partial_current_gas_total_mean": 245.16, "max_partial_current_h2_mean": 233.61, "max_partial_current_liquid_mean": 54.84, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.08, "partial_current_co_mean": 11.38, "partial_current_co_std": 11.9, "partial_current_gas_total_mean": 245.16, "partial_current_gas_total_std": 5.73, "partial_current_h2_mean": 233.61, "partial_current_h2_std": 6.28, "partial_current_liquid_mean": 54.84, "partial_current_liquid_std": 5.73, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.444-Cd-0.556_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.444-Cd-0.556", "voltage_mean": 3.67, "voltage_std": 0.014142135623730807, "xrf composition": "Au-0.395-Cd-0.605"}, {"Ag": 0, "Au": 0.556, "Cd": 0.357, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.088, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 85674.42, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft5_240507_Au-0.5-Cd-0.25-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Tl-0.25", "voltage_mean": 2.9766666666666666, "voltage_std": 0.12503332889007357, "xrf composition": "Au-0.556-Cd-0.357-Tl-0.088"}, {"Ag": 0, "Au": 0.556, "Cd": 0.357, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.088, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 85674.42, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.02, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 81.81, "fe_gas_total_std": 2.31, "fe_h2_mean": 81.69, "fe_h2_std": 2.33, "fe_liquid_mean": 18.19, "fe_liquid_std": 2.31, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.22, "max_partial_current_co_mean": 1.86, "max_partial_current_gas_total_mean": 217.44, "max_partial_current_h2_mean": 215.33, "max_partial_current_liquid_mean": 82.56, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 40.9, "partial_current_gas_total_std": 1.15, "partial_current_h2_mean": 40.84, "partial_current_h2_std": 1.16, "partial_current_liquid_mean": 9.1, "partial_current_liquid_std": 1.15, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.5-Cd-0.25-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Tl-0.25", "voltage_mean": 3.1133333333333333, "voltage_std": 0.15275252316519458, "xrf composition": "Au-0.556-Cd-0.357-Tl-0.088"}, {"Ag": 0, "Au": 0.556, "Cd": 0.357, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.088, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 85674.42, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.02, "fe_co_mean": 1.32, "fe_co_std": 0.31, "fe_gas_total_mean": 77.05, "fe_gas_total_std": 4.01, "fe_h2_mean": 75.62, "fe_h2_std": 4.28, "fe_liquid_mean": 22.95, "fe_liquid_std": 4.01, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.22, "max_partial_current_co_mean": 1.86, "max_partial_current_gas_total_mean": 217.44, "max_partial_current_h2_mean": 215.33, "max_partial_current_liquid_mean": 82.56, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 1.32, "partial_current_co_std": 0.31, "partial_current_gas_total_mean": 77.05, "partial_current_gas_total_std": 4.01, "partial_current_h2_mean": 75.62, "partial_current_h2_std": 4.28, "partial_current_liquid_mean": 22.95, "partial_current_liquid_std": 4.01, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.5-Cd-0.25-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Tl-0.25", "voltage_mean": 3.4, "voltage_std": 0.18681541692269407, "xrf composition": "Au-0.556-Cd-0.357-Tl-0.088"}, {"Ag": 0, "Au": 0.556, "Cd": 0.357, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.088, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 85674.42, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.03, "fe_co_mean": 1.02, "fe_co_std": 0.23, "fe_gas_total_mean": 77.22, "fe_gas_total_std": 5.14, "fe_h2_mean": 76.09, "fe_h2_std": 5.39, "fe_liquid_mean": 22.78, "fe_liquid_std": 5.14, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.22, "max_partial_current_co_mean": 1.86, "max_partial_current_gas_total_mean": 217.44, "max_partial_current_h2_mean": 215.33, "max_partial_current_liquid_mean": 82.56, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 1.52, "partial_current_co_std": 0.35, "partial_current_gas_total_mean": 115.84, "partial_current_gas_total_std": 7.71, "partial_current_h2_mean": 114.14, "partial_current_h2_std": 8.08, "partial_current_liquid_mean": 34.16, "partial_current_liquid_std": 7.71, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.5-Cd-0.25-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Tl-0.25", "voltage_mean": 3.5866666666666664, "voltage_std": 0.1715614564327702, "xrf composition": "Au-0.556-Cd-0.357-Tl-0.088"}, {"Ag": 0, "Au": 0.556, "Cd": 0.357, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.088, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 85674.42, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.01, "fe_co_mean": 0.89, "fe_co_std": 0.29, "fe_gas_total_mean": 74.26, "fe_gas_total_std": 2.15, "fe_h2_mean": 73.26, "fe_h2_std": 2.43, "fe_liquid_mean": 25.74, "fe_liquid_std": 2.15, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.22, "max_partial_current_co_mean": 1.86, "max_partial_current_gas_total_mean": 217.44, "max_partial_current_h2_mean": 215.33, "max_partial_current_liquid_mean": 82.56, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.2, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 1.77, "partial_current_co_std": 0.57, "partial_current_gas_total_mean": 148.52, "partial_current_gas_total_std": 4.29, "partial_current_h2_mean": 146.52, "partial_current_h2_std": 4.85, "partial_current_liquid_mean": 51.48, "partial_current_liquid_std": 4.29, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.5-Cd-0.25-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Tl-0.25", "voltage_mean": 3.7133333333333334, "voltage_std": 0.14502873278538062, "xrf composition": "Au-0.556-Cd-0.357-Tl-0.088"}, {"Ag": 0, "Au": 0.556, "Cd": 0.357, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.088, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 85674.42, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.01, "fe_co_mean": 0.62, "fe_co_std": 0.27, "fe_gas_total_mean": 72.48, "fe_gas_total_std": 4.53, "fe_h2_mean": 71.78, "fe_h2_std": 4.8, "fe_liquid_mean": 27.52, "fe_liquid_std": 4.53, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.22, "max_partial_current_co_mean": 1.86, "max_partial_current_gas_total_mean": 217.44, "max_partial_current_h2_mean": 215.33, "max_partial_current_liquid_mean": 82.56, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.22, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 1.86, "partial_current_co_std": 0.82, "partial_current_gas_total_mean": 217.44, "partial_current_gas_total_std": 13.6, "partial_current_h2_mean": 215.33, "partial_current_h2_std": 14.39, "partial_current_liquid_mean": 82.56, "partial_current_liquid_std": 13.6, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.5-Cd-0.25-Tl-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Tl-0.25", "voltage_mean": 3.8666666666666667, "voltage_std": 0.14011899704655803, "xrf composition": "Au-0.556-Cd-0.357-Tl-0.088"}, {"Ag": 0, "Au": 0.541, "Cd": 0, "Cu": 0.458, "Ga": 0, "Hg": 0.001, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 101327.44, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft5_240507_Au-0.5-Cu-0.4-Hg-0.1_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.5-Cu-0.4-Hg-0.1", "voltage_mean": 2.6100000000000003, "voltage_std": 0.01414213562373112, "xrf composition": "Au-0.541-Cu-0.458-Hg-0.001"}, {"Ag": 0, "Au": 0.541, "Cd": 0, "Cu": 0.458, "Ga": 0, "Hg": 0.001, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 101327.44, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 38.46, "fe_co_std": 10.44, "fe_gas_total_mean": 86.75, "fe_gas_total_std": 0.08, "fe_h2_mean": 48.27, "fe_h2_std": 10.37, "fe_liquid_mean": 13.25, "fe_liquid_std": 0.08, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 50.72, "max_partial_current_gas_total_mean": 250.47, "max_partial_current_h2_mean": 243.26, "max_partial_current_liquid_mean": 49.53, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.23, "partial_current_co_std": 5.22, "partial_current_gas_total_mean": 43.38, "partial_current_gas_total_std": 0.04, "partial_current_h2_mean": 24.14, "partial_current_h2_std": 5.18, "partial_current_liquid_mean": 6.62, "partial_current_liquid_std": 0.04, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.5-Cu-0.4-Hg-0.1_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.5-Cu-0.4-Hg-0.1", "voltage_mean": 2.86, "voltage_std": 0.08485281374238578, "xrf composition": "Au-0.541-Cu-0.458-Hg-0.001"}, {"Ag": 0, "Au": 0.541, "Cd": 0, "Cu": 0.458, "Ga": 0, "Hg": 0.001, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 101327.44, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 34.07, "fe_co_std": 14.21, "fe_gas_total_mean": 87.68, "fe_gas_total_std": 1.22, "fe_h2_mean": 53.59, "fe_h2_std": 13, "fe_liquid_mean": 12.32, "fe_liquid_std": 1.22, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 50.72, "max_partial_current_gas_total_mean": 250.47, "max_partial_current_h2_mean": 243.26, "max_partial_current_liquid_mean": 49.53, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 34.07, "partial_current_co_std": 14.21, "partial_current_gas_total_mean": 87.68, "partial_current_gas_total_std": 1.22, "partial_current_h2_mean": 53.59, "partial_current_h2_std": 13, "partial_current_liquid_mean": 12.32, "partial_current_liquid_std": 1.22, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.5-Cu-0.4-Hg-0.1_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.5-Cu-0.4-Hg-0.1", "voltage_mean": 3.145, "voltage_std": 0.0919238815542511, "xrf composition": "Au-0.541-Cu-0.458-Hg-0.001"}, {"Ag": 0, "Au": 0.541, "Cd": 0, "Cu": 0.458, "Ga": 0, "Hg": 0.001, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 101327.44, "current density": 150, "fe_c2h4_mean": 0.08, "fe_c2h4_std": 0.09, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 33.82, "fe_co_std": 7.64, "fe_gas_total_mean": 88.99, "fe_gas_total_std": 0.17, "fe_h2_mean": 55.06, "fe_h2_std": 7.71, "fe_liquid_mean": 11.01, "fe_liquid_std": 0.17, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 50.72, "max_partial_current_gas_total_mean": 250.47, "max_partial_current_h2_mean": 243.26, "max_partial_current_liquid_mean": 49.53, "partial_current_c2h4_mean": 0.13, "partial_current_c2h4_std": 0.14, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 50.72, "partial_current_co_std": 11.47, "partial_current_gas_total_mean": 133.49, "partial_current_gas_total_std": 0.25, "partial_current_h2_mean": 82.6, "partial_current_h2_std": 11.57, "partial_current_liquid_mean": 16.52, "partial_current_liquid_std": 0.25, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.5-Cu-0.4-Hg-0.1_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.5-Cu-0.4-Hg-0.1", "voltage_mean": 3.335, "voltage_std": 0.10606601717798238, "xrf composition": "Au-0.541-Cu-0.458-Hg-0.001"}, {"Ag": 0, "Au": 0.541, "Cd": 0, "Cu": 0.458, "Ga": 0, "Hg": 0.001, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 101327.44, "current density": 200, "fe_c2h4_mean": 0.28, "fe_c2h4_std": 0.07, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.02, "fe_co_mean": 17.51, "fe_co_std": 8.2, "fe_gas_total_mean": 88.55, "fe_gas_total_std": 0.95, "fe_h2_mean": 70.68, "fe_h2_std": 9.19, "fe_liquid_mean": 11.45, "fe_liquid_std": 0.95, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 50.72, "max_partial_current_gas_total_mean": 250.47, "max_partial_current_h2_mean": 243.26, "max_partial_current_liquid_mean": 49.53, "partial_current_c2h4_mean": 0.56, "partial_current_c2h4_std": 0.14, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 35.02, "partial_current_co_std": 16.4, "partial_current_gas_total_mean": 177.1, "partial_current_gas_total_std": 1.9, "partial_current_h2_mean": 141.36, "partial_current_h2_std": 18.38, "partial_current_liquid_mean": 22.9, "partial_current_liquid_std": 1.9, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.5-Cu-0.4-Hg-0.1_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.5-Cu-0.4-Hg-0.1", "voltage_mean": 3.5549999999999997, "voltage_std": 0.13435028842544383, "xrf composition": "Au-0.541-Cu-0.458-Hg-0.001"}, {"Ag": 0, "Au": 0.541, "Cd": 0, "Cu": 0.458, "Ga": 0, "Hg": 0.001, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 101327.44, "current density": 300, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 2.32, "fe_co_std": 0.64, "fe_gas_total_mean": 83.49, "fe_gas_total_std": 2.49, "fe_h2_mean": 81.09, "fe_h2_std": 1.86, "fe_liquid_mean": 16.51, "fe_liquid_std": 2.49, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 50.72, "max_partial_current_gas_total_mean": 250.47, "max_partial_current_h2_mean": 243.26, "max_partial_current_liquid_mean": 49.53, "partial_current_c2h4_mean": 0.12, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 6.96, "partial_current_co_std": 1.91, "partial_current_gas_total_mean": 250.47, "partial_current_gas_total_std": 7.47, "partial_current_h2_mean": 243.26, "partial_current_h2_std": 5.58, "partial_current_liquid_mean": 49.53, "partial_current_liquid_std": 7.47, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.5-Cu-0.4-Hg-0.1_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.5-Cu-0.4-Hg-0.1", "voltage_mean": 3.6799999999999997, "voltage_std": 0.042426406871192736, "xrf composition": "Au-0.541-Cu-0.458-Hg-0.001"}, {"Ag": 0, "Au": 0.853, "Cd": 0.13, "Cu": 0, "Ga": 0.017, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 118088.75, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft5_240507_Au-0.75-Cd-0.125-Ga-0.125_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cd-0.125-Ga-0.125", "voltage_mean": 2.783333333333333, "voltage_std": 0.14571661996262925, "xrf composition": "Au-0.853-Cd-0.13-Ga-0.017"}, {"Ag": 0, "Au": 0.853, "Cd": 0.13, "Cu": 0, "Ga": 0.017, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 118088.75, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0.01, "fe_co_mean": 25, "fe_co_std": 1.64, "fe_gas_total_mean": 85.45, "fe_gas_total_std": 0.96, "fe_h2_mean": 60.27, "fe_h2_std": 2.61, "fe_liquid_mean": 14.55, "fe_liquid_std": 0.96, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 39.47, "max_partial_current_gas_total_mean": 243.56, "max_partial_current_h2_mean": 210.95, "max_partial_current_liquid_mean": 56.44, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 12.5, "partial_current_co_std": 0.82, "partial_current_gas_total_mean": 42.72, "partial_current_gas_total_std": 0.48, "partial_current_h2_mean": 30.14, "partial_current_h2_std": 1.3, "partial_current_liquid_mean": 7.28, "partial_current_liquid_std": 0.48, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.75-Cd-0.125-Ga-0.125_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cd-0.125-Ga-0.125", "voltage_mean": 3.043333333333333, "voltage_std": 0.15631165450257803, "xrf composition": "Au-0.853-Cd-0.13-Ga-0.017"}, {"Ag": 0, "Au": 0.853, "Cd": 0.13, "Cu": 0, "Ga": 0.017, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 118088.75, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.01, "fe_co_mean": 26.58, "fe_co_std": 1.54, "fe_gas_total_mean": 83.45, "fe_gas_total_std": 0.63, "fe_h2_mean": 56.73, "fe_h2_std": 1.63, "fe_liquid_mean": 16.55, "fe_liquid_std": 0.63, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 39.47, "max_partial_current_gas_total_mean": 243.56, "max_partial_current_h2_mean": 210.95, "max_partial_current_liquid_mean": 56.44, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 26.58, "partial_current_co_std": 1.54, "partial_current_gas_total_mean": 83.45, "partial_current_gas_total_std": 0.63, "partial_current_h2_mean": 56.73, "partial_current_h2_std": 1.63, "partial_current_liquid_mean": 16.55, "partial_current_liquid_std": 0.63, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.75-Cd-0.125-Ga-0.125_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cd-0.125-Ga-0.125", "voltage_mean": 3.3333333333333335, "voltage_std": 0.19857828011475284, "xrf composition": "Au-0.853-Cd-0.13-Ga-0.017"}, {"Ag": 0, "Au": 0.853, "Cd": 0.13, "Cu": 0, "Ga": 0.017, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 118088.75, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.01, "fe_co_mean": 23.93, "fe_co_std": 2, "fe_gas_total_mean": 82.79, "fe_gas_total_std": 0.55, "fe_h2_mean": 58.75, "fe_h2_std": 1.8, "fe_liquid_mean": 17.21, "fe_liquid_std": 0.55, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 39.47, "max_partial_current_gas_total_mean": 243.56, "max_partial_current_h2_mean": 210.95, "max_partial_current_liquid_mean": 56.44, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 35.89, "partial_current_co_std": 3, "partial_current_gas_total_mean": 124.18, "partial_current_gas_total_std": 0.82, "partial_current_h2_mean": 88.12, "partial_current_h2_std": 2.7, "partial_current_liquid_mean": 25.82, "partial_current_liquid_std": 0.82, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.75-Cd-0.125-Ga-0.125_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cd-0.125-Ga-0.125", "voltage_mean": 3.486666666666667, "voltage_std": 0.19756855350316607, "xrf composition": "Au-0.853-Cd-0.13-Ga-0.017"}, {"Ag": 0, "Au": 0.853, "Cd": 0.13, "Cu": 0, "Ga": 0.017, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 118088.75, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.02, "fe_co_mean": 19.73, "fe_co_std": 5.25, "fe_gas_total_mean": 81.89, "fe_gas_total_std": 1.67, "fe_h2_mean": 62.07, "fe_h2_std": 6.89, "fe_liquid_mean": 18.11, "fe_liquid_std": 1.67, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 39.47, "max_partial_current_gas_total_mean": 243.56, "max_partial_current_h2_mean": 210.95, "max_partial_current_liquid_mean": 56.44, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.13, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 39.47, "partial_current_co_std": 10.5, "partial_current_gas_total_mean": 163.78, "partial_current_gas_total_std": 3.35, "partial_current_h2_mean": 124.15, "partial_current_h2_std": 13.79, "partial_current_liquid_mean": 36.22, "partial_current_liquid_std": 3.35, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.75-Cd-0.125-Ga-0.125_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cd-0.125-Ga-0.125", "voltage_mean": 3.59, "voltage_std": 0.16093476939431073, "xrf composition": "Au-0.853-Cd-0.13-Ga-0.017"}, {"Ag": 0, "Au": 0.853, "Cd": 0.13, "Cu": 0, "Ga": 0.017, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 118088.75, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.03, "fe_co_mean": 10.79, "fe_co_std": 4.08, "fe_gas_total_mean": 81.19, "fe_gas_total_std": 2.17, "fe_h2_mean": 70.32, "fe_h2_std": 6.16, "fe_liquid_mean": 18.81, "fe_liquid_std": 2.17, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 39.47, "max_partial_current_gas_total_mean": 243.56, "max_partial_current_h2_mean": 210.95, "max_partial_current_liquid_mean": 56.44, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.19, "partial_current_ch4_std": 0.09, "partial_current_co_mean": 32.38, "partial_current_co_std": 12.25, "partial_current_gas_total_mean": 243.56, "partial_current_gas_total_std": 6.51, "partial_current_h2_mean": 210.95, "partial_current_h2_std": 18.47, "partial_current_liquid_mean": 56.44, "partial_current_liquid_std": 6.51, "reaction": "CO2R", "sample id": "uoft5_240507_Au-0.75-Cd-0.125-Ga-0.125_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cd-0.125-Ga-0.125", "voltage_mean": 3.763333333333333, "voltage_std": 0.12055427546683405, "xrf composition": "Au-0.853-Cd-0.13-Ga-0.017"}, {"Ag": 0, "Au": 0, "Cd": 0.138, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.862, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 10245.69, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft5_240507_Cd-0.111-In-0.889_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.111-In-0.889", "voltage_mean": 3.1199999999999997, "voltage_std": 0.04582575694955827, "xrf composition": "Cd-0.138-In-0.862"}, {"Ag": 0, "Au": 0, "Cd": 0.138, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.862, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 10245.69, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 7.65, "fe_co_std": 0.34, "fe_gas_total_mean": 18.09, "fe_gas_total_std": 2.5, "fe_h2_mean": 10.43, "fe_h2_std": 2.29, "fe_liquid_mean": 81.91, "fe_liquid_std": 2.5, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 8.64, "max_partial_current_gas_total_mean": 156.27, "max_partial_current_h2_mean": 153.56, "max_partial_current_liquid_mean": 174.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 3.82, "partial_current_co_std": 0.17, "partial_current_gas_total_mean": 9.05, "partial_current_gas_total_std": 1.25, "partial_current_h2_mean": 5.21, "partial_current_h2_std": 1.15, "partial_current_liquid_mean": 40.95, "partial_current_liquid_std": 1.25, "reaction": "CO2R", "sample id": "uoft5_240507_Cd-0.111-In-0.889_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.111-In-0.889", "voltage_mean": 2.966666666666667, "voltage_std": 0.03055050463303901, "xrf composition": "Cd-0.138-In-0.862"}, {"Ag": 0, "Au": 0, "Cd": 0.138, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.862, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 10245.69, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 5.86, "fe_co_std": 0.74, "fe_gas_total_mean": 15.72, "fe_gas_total_std": 0.68, "fe_h2_mean": 9.84, "fe_h2_std": 0.13, "fe_liquid_mean": 84.28, "fe_liquid_std": 0.68, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 8.64, "max_partial_current_gas_total_mean": 156.27, "max_partial_current_h2_mean": 153.56, "max_partial_current_liquid_mean": 174.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 5.86, "partial_current_co_std": 0.74, "partial_current_gas_total_mean": 15.72, "partial_current_gas_total_std": 0.68, "partial_current_h2_mean": 9.84, "partial_current_h2_std": 0.13, "partial_current_liquid_mean": 84.28, "partial_current_liquid_std": 0.68, "reaction": "CO2R", "sample id": "uoft5_240507_Cd-0.111-In-0.889_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.111-In-0.889", "voltage_mean": 3.1966666666666668, "voltage_std": 0.04932882862316244, "xrf composition": "Cd-0.138-In-0.862"}, {"Ag": 0, "Au": 0, "Cd": 0.138, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.862, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 10245.69, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 5.07, "fe_co_std": 0.31, "fe_gas_total_mean": 14.09, "fe_gas_total_std": 0.3, "fe_h2_mean": 9.01, "fe_h2_std": 0.62, "fe_liquid_mean": 85.91, "fe_liquid_std": 0.3, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 8.64, "max_partial_current_gas_total_mean": 156.27, "max_partial_current_h2_mean": 153.56, "max_partial_current_liquid_mean": 174.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.6, "partial_current_co_std": 0.47, "partial_current_gas_total_mean": 21.13, "partial_current_gas_total_std": 0.45, "partial_current_h2_mean": 13.51, "partial_current_h2_std": 0.92, "partial_current_liquid_mean": 128.86, "partial_current_liquid_std": 0.45, "reaction": "CO2R", "sample id": "uoft5_240507_Cd-0.111-In-0.889_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.111-In-0.889", "voltage_mean": 3.3366666666666664, "voltage_std": 0.04163331998932284, "xrf composition": "Cd-0.138-In-0.862"}, {"Ag": 0, "Au": 0, "Cd": 0.138, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.862, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 10245.69, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.32, "fe_co_std": 0.44, "fe_gas_total_mean": 12.81, "fe_gas_total_std": 0.64, "fe_h2_mean": 8.48, "fe_h2_std": 1.08, "fe_liquid_mean": 87.19, "fe_liquid_std": 0.64, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 8.64, "max_partial_current_gas_total_mean": 156.27, "max_partial_current_h2_mean": 153.56, "max_partial_current_liquid_mean": 174.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.64, "partial_current_co_std": 0.89, "partial_current_gas_total_mean": 25.61, "partial_current_gas_total_std": 1.28, "partial_current_h2_mean": 16.95, "partial_current_h2_std": 2.17, "partial_current_liquid_mean": 174.39, "partial_current_liquid_std": 1.28, "reaction": "CO2R", "sample id": "uoft5_240507_Cd-0.111-In-0.889_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.111-In-0.889", "voltage_mean": 3.456666666666667, "voltage_std": 0.03511884584284254, "xrf composition": "Cd-0.138-In-0.862"}, {"Ag": 0, "Au": 0, "Cd": 0.138, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.862, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 10245.69, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.02, "fe_co_mean": 0.86, "fe_co_std": 1.12, "fe_gas_total_mean": 52.09, "fe_gas_total_std": 30.78, "fe_h2_mean": 51.19, "fe_h2_std": 31.82, "fe_liquid_mean": 47.91, "fe_liquid_std": 30.78, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 8.64, "max_partial_current_gas_total_mean": 156.27, "max_partial_current_h2_mean": 153.56, "max_partial_current_liquid_mean": 174.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 2.59, "partial_current_co_std": 3.36, "partial_current_gas_total_mean": 156.27, "partial_current_gas_total_std": 92.34, "partial_current_h2_mean": 153.56, "partial_current_h2_std": 95.47, "partial_current_liquid_mean": 143.73, "partial_current_liquid_std": 92.34, "reaction": "CO2R", "sample id": "uoft5_240507_Cd-0.111-In-0.889_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.111-In-0.889", "voltage_mean": 3.8466666666666662, "voltage_std": 0.02516611478423597, "xrf composition": "Cd-0.138-In-0.862"}, {"Ag": 0, "Au": 0, "Cd": 0.627, "Cu": 0, "Ga": 0.044, "Hg": 0, "In": 0.329, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 4035.59, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft5_240507_Cd-0.5-Ga-0.25-In-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.5-Ga-0.25-In-0.25", "voltage_mean": 3.0500000000000003, "voltage_std": 0.05196152422706621, "xrf composition": "Cd-0.627-Ga-0.044-In-0.329"}, {"Ag": 0, "Au": 0, "Cd": 0.627, "Cu": 0, "Ga": 0.044, "Hg": 0, "In": 0.329, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 4035.59, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 12.2, "fe_co_std": 0.6, "fe_gas_total_mean": 24.01, "fe_gas_total_std": 1.36, "fe_h2_mean": 11.79, "fe_h2_std": 1.31, "fe_liquid_mean": 75.99, "fe_liquid_std": 1.36, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 14.87, "max_partial_current_gas_total_mean": 94.99, "max_partial_current_h2_mean": 85.7, "max_partial_current_liquid_mean": 205.01, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.1, "partial_current_co_std": 0.3, "partial_current_gas_total_mean": 12.01, "partial_current_gas_total_std": 0.68, "partial_current_h2_mean": 5.9, "partial_current_h2_std": 0.66, "partial_current_liquid_mean": 37.99, "partial_current_liquid_std": 0.68, "reaction": "CO2R", "sample id": "uoft5_240507_Cd-0.5-Ga-0.25-In-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.5-Ga-0.25-In-0.25", "voltage_mean": 2.9433333333333334, "voltage_std": 0.0450924975282291, "xrf composition": "Cd-0.627-Ga-0.044-In-0.329"}, {"Ag": 0, "Au": 0, "Cd": 0.627, "Cu": 0, "Ga": 0.044, "Hg": 0, "In": 0.329, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 4035.59, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 10.08, "fe_co_std": 0.45, "fe_gas_total_mean": 20.42, "fe_gas_total_std": 1.01, "fe_h2_mean": 10.32, "fe_h2_std": 1.19, "fe_liquid_mean": 79.58, "fe_liquid_std": 1.01, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 14.87, "max_partial_current_gas_total_mean": 94.99, "max_partial_current_h2_mean": 85.7, "max_partial_current_liquid_mean": 205.01, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 10.08, "partial_current_co_std": 0.45, "partial_current_gas_total_mean": 20.42, "partial_current_gas_total_std": 1.01, "partial_current_h2_mean": 10.32, "partial_current_h2_std": 1.19, "partial_current_liquid_mean": 79.58, "partial_current_liquid_std": 1.01, "reaction": "CO2R", "sample id": "uoft5_240507_Cd-0.5-Ga-0.25-In-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.5-Ga-0.25-In-0.25", "voltage_mean": 3.203333333333333, "voltage_std": 0.037859388972001834, "xrf composition": "Cd-0.627-Ga-0.044-In-0.329"}, {"Ag": 0, "Au": 0, "Cd": 0.627, "Cu": 0, "Ga": 0.044, "Hg": 0, "In": 0.329, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 4035.59, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 8.98, "fe_co_std": 0.6, "fe_gas_total_mean": 18.75, "fe_gas_total_std": 0.66, "fe_h2_mean": 9.76, "fe_h2_std": 0.69, "fe_liquid_mean": 81.25, "fe_liquid_std": 0.66, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 14.87, "max_partial_current_gas_total_mean": 94.99, "max_partial_current_h2_mean": 85.7, "max_partial_current_liquid_mean": 205.01, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 13.46, "partial_current_co_std": 0.9, "partial_current_gas_total_mean": 28.12, "partial_current_gas_total_std": 0.99, "partial_current_h2_mean": 14.64, "partial_current_h2_std": 1.03, "partial_current_liquid_mean": 121.88, "partial_current_liquid_std": 0.99, "reaction": "CO2R", "sample id": "uoft5_240507_Cd-0.5-Ga-0.25-In-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.5-Ga-0.25-In-0.25", "voltage_mean": 3.3166666666666664, "voltage_std": 0.055075705472860836, "xrf composition": "Cd-0.627-Ga-0.044-In-0.329"}, {"Ag": 0, "Au": 0, "Cd": 0.627, "Cu": 0, "Ga": 0.044, "Hg": 0, "In": 0.329, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 4035.59, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 7.43, "fe_co_std": 1.01, "fe_gas_total_mean": 17.76, "fe_gas_total_std": 1.54, "fe_h2_mean": 10.3, "fe_h2_std": 2.11, "fe_liquid_mean": 82.24, "fe_liquid_std": 1.54, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 14.87, "max_partial_current_gas_total_mean": 94.99, "max_partial_current_h2_mean": 85.7, "max_partial_current_liquid_mean": 205.01, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 14.87, "partial_current_co_std": 2.02, "partial_current_gas_total_mean": 35.51, "partial_current_gas_total_std": 3.08, "partial_current_h2_mean": 20.61, "partial_current_h2_std": 4.21, "partial_current_liquid_mean": 164.49, "partial_current_liquid_std": 3.08, "reaction": "CO2R", "sample id": "uoft5_240507_Cd-0.5-Ga-0.25-In-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.5-Ga-0.25-In-0.25", "voltage_mean": 3.4433333333333334, "voltage_std": 0.06806859285554039, "xrf composition": "Cd-0.627-Ga-0.044-In-0.329"}, {"Ag": 0, "Au": 0, "Cd": 0.627, "Cu": 0, "Ga": 0.044, "Hg": 0, "In": 0.329, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240507, "batch number": 5, "cost_per_gram": 4035.59, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 3.06, "fe_co_std": 1.81, "fe_gas_total_mean": 31.66, "fe_gas_total_std": 9.74, "fe_h2_mean": 28.57, "fe_h2_std": 11.46, "fe_liquid_mean": 68.34, "fe_liquid_std": 9.74, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 14.87, "max_partial_current_gas_total_mean": 94.99, "max_partial_current_h2_mean": 85.7, "max_partial_current_liquid_mean": 205.01, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 9.18, "partial_current_co_std": 5.42, "partial_current_gas_total_mean": 94.99, "partial_current_gas_total_std": 29.21, "partial_current_h2_mean": 85.7, "partial_current_h2_std": 34.38, "partial_current_liquid_mean": 205.01, "partial_current_liquid_std": 29.21, "reaction": "CO2R", "sample id": "uoft5_240507_Cd-0.5-Ga-0.25-In-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.5-Ga-0.25-In-0.25", "voltage_mean": 3.736666666666667, "voltage_std": 0.15044378795195662, "xrf composition": "Cd-0.627-Ga-0.044-In-0.329"}, {"Ag": 0.129, "Au": 0.076, "Cd": 0.796, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 16530.8, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft6_240624_Ag-0.125-Au-0.125-Cd-0.75_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.125-Au-0.125-Cd-0.75", "voltage_mean": 2.705, "voltage_std": 0.03535533905932725, "xrf composition": "Ag-0.129-Au-0.076-Cd-0.796"}, {"Ag": 0.129, "Au": 0.076, "Cd": 0.796, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 16530.8, "current density": 50, "fe_c2h4_mean": 0.07, "fe_c2h4_std": 0, "fe_ch4_mean": 0.52, "fe_ch4_std": 0.03, "fe_co_mean": 25.38, "fe_co_std": 0.46, "fe_gas_total_mean": 88.43, "fe_gas_total_std": 1.92, "fe_h2_mean": 62.26, "fe_h2_std": 1.41, "fe_liquid_mean": 11.57, "fe_liquid_std": 1.92, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.42, "max_partial_current_co_mean": 32.73, "max_partial_current_gas_total_mean": 248.28, "max_partial_current_h2_mean": 239.61, "max_partial_current_liquid_mean": 51.72, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.26, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 12.69, "partial_current_co_std": 0.23, "partial_current_gas_total_mean": 44.22, "partial_current_gas_total_std": 0.96, "partial_current_h2_mean": 31.13, "partial_current_h2_std": 0.7, "partial_current_liquid_mean": 5.78, "partial_current_liquid_std": 0.96, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.125-Au-0.125-Cd-0.75_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.125-Au-0.125-Cd-0.75", "voltage_mean": 2.965, "voltage_std": 0.021213203435596444, "xrf composition": "Ag-0.129-Au-0.076-Cd-0.796"}, {"Ag": 0.129, "Au": 0.076, "Cd": 0.796, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 16530.8, "current density": 100, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.34, "fe_ch4_std": 0.04, "fe_co_mean": 28.6, "fe_co_std": 1.03, "fe_gas_total_mean": 82.26, "fe_gas_total_std": 5.56, "fe_h2_mean": 53.2, "fe_h2_std": 4.49, "fe_liquid_mean": 17.74, "fe_liquid_std": 5.56, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.42, "max_partial_current_co_mean": 32.73, "max_partial_current_gas_total_mean": 248.28, "max_partial_current_h2_mean": 239.61, "max_partial_current_liquid_mean": 51.72, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.34, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 28.6, "partial_current_co_std": 1.03, "partial_current_gas_total_mean": 82.26, "partial_current_gas_total_std": 5.56, "partial_current_h2_mean": 53.2, "partial_current_h2_std": 4.49, "partial_current_liquid_mean": 17.74, "partial_current_liquid_std": 5.56, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.125-Au-0.125-Cd-0.75_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.125-Au-0.125-Cd-0.75", "voltage_mean": 3.2, "voltage_std": 0.042426406871192736, "xrf composition": "Ag-0.129-Au-0.076-Cd-0.796"}, {"Ag": 0.129, "Au": 0.076, "Cd": 0.796, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 16530.8, "current density": 150, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0, "fe_ch4_mean": 0.28, "fe_ch4_std": 0.01, "fe_co_mean": 21.82, "fe_co_std": 6.34, "fe_gas_total_mean": 75.89, "fe_gas_total_std": 1.15, "fe_h2_mean": 53.68, "fe_h2_std": 7.46, "fe_liquid_mean": 24.11, "fe_liquid_std": 1.15, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.42, "max_partial_current_co_mean": 32.73, "max_partial_current_gas_total_mean": 248.28, "max_partial_current_h2_mean": 239.61, "max_partial_current_liquid_mean": 51.72, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.42, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 32.73, "partial_current_co_std": 9.5, "partial_current_gas_total_mean": 113.84, "partial_current_gas_total_std": 1.72, "partial_current_h2_mean": 80.51, "partial_current_h2_std": 11.19, "partial_current_liquid_mean": 36.16, "partial_current_liquid_std": 1.72, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.125-Au-0.125-Cd-0.75_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.125-Au-0.125-Cd-0.75", "voltage_mean": 3.38, "voltage_std": 0.04242640687119305, "xrf composition": "Ag-0.129-Au-0.076-Cd-0.796"}, {"Ag": 0.129, "Au": 0.076, "Cd": 0.796, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 16530.8, "current density": 200, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.18, "fe_ch4_std": 0.03, "fe_co_mean": 8.49, "fe_co_std": 2.8, "fe_gas_total_mean": 81, "fe_gas_total_std": 2.91, "fe_h2_mean": 72.26, "fe_h2_std": 5.75, "fe_liquid_mean": 19, "fe_liquid_std": 2.91, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.42, "max_partial_current_co_mean": 32.73, "max_partial_current_gas_total_mean": 248.28, "max_partial_current_h2_mean": 239.61, "max_partial_current_liquid_mean": 51.72, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 16.98, "partial_current_co_std": 5.6, "partial_current_gas_total_mean": 162.01, "partial_current_gas_total_std": 5.81, "partial_current_h2_mean": 144.53, "partial_current_h2_std": 11.5, "partial_current_liquid_mean": 37.99, "partial_current_liquid_std": 5.81, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.125-Au-0.125-Cd-0.75_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.125-Au-0.125-Cd-0.75", "voltage_mean": 3.505, "voltage_std": 0.007071067811865324, "xrf composition": "Ag-0.129-Au-0.076-Cd-0.796"}, {"Ag": 0.129, "Au": 0.076, "Cd": 0.796, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 16530.8, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 2.81, "fe_co_std": 0.49, "fe_gas_total_mean": 82.76, "fe_gas_total_std": 2.36, "fe_h2_mean": 79.87, "fe_h2_std": 1.85, "fe_liquid_mean": 17.24, "fe_liquid_std": 2.36, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.42, "max_partial_current_co_mean": 32.73, "max_partial_current_gas_total_mean": 248.28, "max_partial_current_h2_mean": 239.61, "max_partial_current_liquid_mean": 51.72, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.16, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 8.43, "partial_current_co_std": 1.48, "partial_current_gas_total_mean": 248.28, "partial_current_gas_total_std": 7.09, "partial_current_h2_mean": 239.61, "partial_current_h2_std": 5.56, "partial_current_liquid_mean": 51.72, "partial_current_liquid_std": 7.09, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.125-Au-0.125-Cd-0.75_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.125-Au-0.125-Cd-0.75", "voltage_mean": 3.545, "voltage_std": 0.0212132034355966, "xrf composition": "Ag-0.129-Au-0.076-Cd-0.796"}, {"Ag": 0.498, "Au": 0, "Cd": 0.502, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 770.8, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft6_240624_Ag-0.417-Cd-0.583_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.417-Cd-0.583", "voltage_mean": 2.965, "voltage_std": 0.007071067811865795, "xrf composition": "Ag-0.498-Cd-0.502"}, {"Ag": 0.498, "Au": 0, "Cd": 0.502, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 770.8, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.02, "fe_co_mean": 44.36, "fe_co_std": 2.11, "fe_gas_total_mean": 78.34, "fe_gas_total_std": 2.11, "fe_h2_mean": 33.84, "fe_h2_std": 0.04, "fe_liquid_mean": 21.66, "fe_liquid_std": 2.11, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 71.03, "max_partial_current_gas_total_mean": 231.15, "max_partial_current_h2_mean": 208.14, "max_partial_current_liquid_mean": 68.85, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 22.18, "partial_current_co_std": 1.06, "partial_current_gas_total_mean": 39.17, "partial_current_gas_total_std": 1.05, "partial_current_h2_mean": 16.92, "partial_current_h2_std": 0.02, "partial_current_liquid_mean": 10.83, "partial_current_liquid_std": 1.05, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.417-Cd-0.583_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.417-Cd-0.583", "voltage_mean": 3.04, "voltage_std": 0.01414213562373112, "xrf composition": "Ag-0.498-Cd-0.502"}, {"Ag": 0.498, "Au": 0, "Cd": 0.502, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 770.8, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.01, "fe_co_mean": 48.1, "fe_co_std": 0.76, "fe_gas_total_mean": 75.18, "fe_gas_total_std": 0.62, "fe_h2_mean": 26.98, "fe_h2_std": 0.15, "fe_liquid_mean": 24.82, "fe_liquid_std": 0.62, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 71.03, "max_partial_current_gas_total_mean": 231.15, "max_partial_current_h2_mean": 208.14, "max_partial_current_liquid_mean": 68.85, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 48.1, "partial_current_co_std": 0.76, "partial_current_gas_total_mean": 75.18, "partial_current_gas_total_std": 0.62, "partial_current_h2_mean": 26.98, "partial_current_h2_std": 0.15, "partial_current_liquid_mean": 24.82, "partial_current_liquid_std": 0.62, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.417-Cd-0.583_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.417-Cd-0.583", "voltage_mean": 3.2699999999999996, "voltage_std": 0.014142135623730807, "xrf composition": "Ag-0.498-Cd-0.502"}, {"Ag": 0.498, "Au": 0, "Cd": 0.502, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 770.8, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 47.36, "fe_co_std": 0.39, "fe_gas_total_mean": 68.92, "fe_gas_total_std": 1.03, "fe_h2_mean": 21.5, "fe_h2_std": 0.64, "fe_liquid_mean": 31.08, "fe_liquid_std": 1.03, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 71.03, "max_partial_current_gas_total_mean": 231.15, "max_partial_current_h2_mean": 208.14, "max_partial_current_liquid_mean": 68.85, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 71.03, "partial_current_co_std": 0.58, "partial_current_gas_total_mean": 103.38, "partial_current_gas_total_std": 1.55, "partial_current_h2_mean": 32.25, "partial_current_h2_std": 0.95, "partial_current_liquid_mean": 46.62, "partial_current_liquid_std": 1.55, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.417-Cd-0.583_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.417-Cd-0.583", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Ag-0.498-Cd-0.502"}, {"Ag": 0.498, "Au": 0, "Cd": 0.502, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 770.8, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.04, "fe_co_mean": 30.05, "fe_co_std": 16.63, "fe_gas_total_mean": 66.09, "fe_gas_total_std": 2.11, "fe_h2_mean": 35.95, "fe_h2_std": 18.7, "fe_liquid_mean": 33.91, "fe_liquid_std": 2.11, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 71.03, "max_partial_current_gas_total_mean": 231.15, "max_partial_current_h2_mean": 208.14, "max_partial_current_liquid_mean": 68.85, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0.07, "partial_current_co_mean": 60.1, "partial_current_co_std": 33.26, "partial_current_gas_total_mean": 132.18, "partial_current_gas_total_std": 4.21, "partial_current_h2_mean": 71.9, "partial_current_h2_std": 37.39, "partial_current_liquid_mean": 67.82, "partial_current_liquid_std": 4.21, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.417-Cd-0.583_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.417-Cd-0.583", "voltage_mean": 3.62, "voltage_std": 0.014142135623730807, "xrf composition": "Ag-0.498-Cd-0.502"}, {"Ag": 0.498, "Au": 0, "Cd": 0.502, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 770.8, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.03, "fe_co_mean": 7.56, "fe_co_std": 3.5, "fe_gas_total_mean": 77.05, "fe_gas_total_std": 2.86, "fe_h2_mean": 69.38, "fe_h2_std": 6.39, "fe_liquid_mean": 22.95, "fe_liquid_std": 2.86, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 71.03, "max_partial_current_gas_total_mean": 231.15, "max_partial_current_h2_mean": 208.14, "max_partial_current_liquid_mean": 68.85, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.27, "partial_current_ch4_std": 0.08, "partial_current_co_mean": 22.7, "partial_current_co_std": 10.5, "partial_current_gas_total_mean": 231.15, "partial_current_gas_total_std": 8.57, "partial_current_h2_mean": 208.14, "partial_current_h2_std": 19.18, "partial_current_liquid_mean": 68.85, "partial_current_liquid_std": 8.57, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.417-Cd-0.583_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.417-Cd-0.583", "voltage_mean": 3.79, "voltage_std": 0.05656854249492385, "xrf composition": "Ag-0.498-Cd-0.502"}, {"Ag": 0.728, "Au": 0, "Cd": 0.272, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 1132.82, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft6_240624_Ag-0.714-Cd-0.286_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.714-Cd-0.286", "voltage_mean": 2.9133333333333336, "voltage_std": 0.15947831618540906, "xrf composition": "Ag-0.728-Cd-0.272"}, {"Ag": 0.728, "Au": 0, "Cd": 0.272, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 1132.82, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.11, "fe_ch4_std": 0.06, "fe_co_mean": 45.98, "fe_co_std": 4.86, "fe_gas_total_mean": 77.15, "fe_gas_total_std": 3.32, "fe_h2_mean": 31.03, "fe_h2_std": 7.69, "fe_liquid_mean": 22.85, "fe_liquid_std": 3.32, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 68.82, "max_partial_current_gas_total_mean": 228.89, "max_partial_current_h2_mean": 203.11, "max_partial_current_liquid_mean": 71.11, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 22.99, "partial_current_co_std": 2.43, "partial_current_gas_total_mean": 38.57, "partial_current_gas_total_std": 1.66, "partial_current_h2_mean": 15.52, "partial_current_h2_std": 3.85, "partial_current_liquid_mean": 11.42, "partial_current_liquid_std": 1.66, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.714-Cd-0.286_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.714-Cd-0.286", "voltage_mean": 3, "voltage_std": 0.06244997998398383, "xrf composition": "Ag-0.728-Cd-0.272"}, {"Ag": 0.728, "Au": 0, "Cd": 0.272, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 1132.82, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.04, "fe_co_mean": 45.32, "fe_co_std": 2.98, "fe_gas_total_mean": 70.97, "fe_gas_total_std": 4.73, "fe_h2_mean": 25.56, "fe_h2_std": 7.44, "fe_liquid_mean": 29.03, "fe_liquid_std": 4.73, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 68.82, "max_partial_current_gas_total_mean": 228.89, "max_partial_current_h2_mean": 203.11, "max_partial_current_liquid_mean": 71.11, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 45.32, "partial_current_co_std": 2.98, "partial_current_gas_total_mean": 70.97, "partial_current_gas_total_std": 4.73, "partial_current_h2_mean": 25.56, "partial_current_h2_std": 7.44, "partial_current_liquid_mean": 29.03, "partial_current_liquid_std": 4.73, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.714-Cd-0.286_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.714-Cd-0.286", "voltage_mean": 3.223333333333333, "voltage_std": 0.0896288643983247, "xrf composition": "Ag-0.728-Cd-0.272"}, {"Ag": 0.728, "Au": 0, "Cd": 0.272, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 1132.82, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 45.88, "fe_co_std": 2.17, "fe_gas_total_mean": 67.98, "fe_gas_total_std": 4.87, "fe_h2_mean": 22.03, "fe_h2_std": 7, "fe_liquid_mean": 32.02, "fe_liquid_std": 4.87, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 68.82, "max_partial_current_gas_total_mean": 228.89, "max_partial_current_h2_mean": 203.11, "max_partial_current_liquid_mean": 71.11, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 68.82, "partial_current_co_std": 3.26, "partial_current_gas_total_mean": 101.97, "partial_current_gas_total_std": 7.31, "partial_current_h2_mean": 33.04, "partial_current_h2_std": 10.5, "partial_current_liquid_mean": 48.04, "partial_current_liquid_std": 7.31, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.714-Cd-0.286_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.714-Cd-0.286", "voltage_mean": 3.4033333333333338, "voltage_std": 0.11547005383792529, "xrf composition": "Ag-0.728-Cd-0.272"}, {"Ag": 0.728, "Au": 0, "Cd": 0.272, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 1132.82, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.01, "fe_co_mean": 27.22, "fe_co_std": 15.81, "fe_gas_total_mean": 70.05, "fe_gas_total_std": 2.54, "fe_h2_mean": 42.72, "fe_h2_std": 15.28, "fe_liquid_mean": 29.95, "fe_liquid_std": 2.54, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 68.82, "max_partial_current_gas_total_mean": 228.89, "max_partial_current_h2_mean": 203.11, "max_partial_current_liquid_mean": 71.11, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 54.45, "partial_current_co_std": 31.61, "partial_current_gas_total_mean": 140.09, "partial_current_gas_total_std": 5.09, "partial_current_h2_mean": 85.45, "partial_current_h2_std": 30.56, "partial_current_liquid_mean": 59.91, "partial_current_liquid_std": 5.09, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.714-Cd-0.286_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.714-Cd-0.286", "voltage_mean": 3.5733333333333337, "voltage_std": 0.1625833119767628, "xrf composition": "Ag-0.728-Cd-0.272"}, {"Ag": 0.728, "Au": 0, "Cd": 0.272, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 1132.82, "current density": 300, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.04, "fe_co_mean": 8.48, "fe_co_std": 8.23, "fe_gas_total_mean": 76.3, "fe_gas_total_std": 4.61, "fe_h2_mean": 67.7, "fe_h2_std": 10.37, "fe_liquid_mean": 23.7, "fe_liquid_std": 4.61, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 68.82, "max_partial_current_gas_total_mean": 228.89, "max_partial_current_h2_mean": 203.11, "max_partial_current_liquid_mean": 71.11, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0.1, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0.11, "partial_current_co_mean": 25.44, "partial_current_co_std": 24.68, "partial_current_gas_total_mean": 228.89, "partial_current_gas_total_std": 13.82, "partial_current_h2_mean": 203.11, "partial_current_h2_std": 31.12, "partial_current_liquid_mean": 71.11, "partial_current_liquid_std": 13.82, "reaction": "CO2R", "sample id": "uoft6_240624_Ag-0.714-Cd-0.286_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.714-Cd-0.286", "voltage_mean": 3.776666666666667, "voltage_std": 0.14640127503998498, "xrf composition": "Ag-0.728-Cd-0.272"}, {"Ag": 0, "Au": 0.571, "Cd": 0.429, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 90422.62, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft6_240624_Au-0.7-Cd-0.3_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Au-0.7-Cd-0.3", "voltage_mean": 2.83, "voltage_std": 0, "xrf composition": "Au-0.571-Cd-0.429"}, {"Ag": 0, "Au": 0.571, "Cd": 0.429, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 90422.62, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.15, "fe_ch4_std": 0, "fe_co_mean": 21.11, "fe_co_std": 0, "fe_gas_total_mean": 79.69, "fe_gas_total_std": 0, "fe_h2_mean": 58.4, "fe_h2_std": 0, "fe_liquid_mean": 20.31, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 39.04, "max_partial_current_gas_total_mean": 244.71, "max_partial_current_h2_mean": 232.68, "max_partial_current_liquid_mean": 55.29, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 39.84, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29.2, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.15, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.7-Cd-0.3_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Au-0.7-Cd-0.3", "voltage_mean": 2.98, "voltage_std": 0, "xrf composition": "Au-0.571-Cd-0.429"}, {"Ag": 0, "Au": 0.571, "Cd": 0.429, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 90422.62, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 26.43, "fe_co_std": 0, "fe_gas_total_mean": 82.55, "fe_gas_total_std": 0, "fe_h2_mean": 56, "fe_h2_std": 0, "fe_liquid_mean": 17.45, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 39.04, "max_partial_current_gas_total_mean": 244.71, "max_partial_current_h2_mean": 232.68, "max_partial_current_liquid_mean": 55.29, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.43, "partial_current_co_std": 0, "partial_current_gas_total_mean": 82.55, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 56, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.45, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.7-Cd-0.3_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Au-0.7-Cd-0.3", "voltage_mean": 3.22, "voltage_std": 0, "xrf composition": "Au-0.571-Cd-0.429"}, {"Ag": 0, "Au": 0.571, "Cd": 0.429, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 90422.62, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 26.03, "fe_co_std": 0, "fe_gas_total_mean": 80.06, "fe_gas_total_std": 0, "fe_h2_mean": 53.93, "fe_h2_std": 0, "fe_liquid_mean": 19.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 39.04, "max_partial_current_gas_total_mean": 244.71, "max_partial_current_h2_mean": 232.68, "max_partial_current_liquid_mean": 55.29, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0, "partial_current_co_mean": 39.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 120.09, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 80.9, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.91, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.7-Cd-0.3_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Au-0.7-Cd-0.3", "voltage_mean": 3.39, "voltage_std": 0, "xrf composition": "Au-0.571-Cd-0.429"}, {"Ag": 0, "Au": 0.571, "Cd": 0.429, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 90422.62, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 16.99, "fe_co_std": 0, "fe_gas_total_mean": 79.8, "fe_gas_total_std": 0, "fe_h2_mean": 62.72, "fe_h2_std": 0, "fe_liquid_mean": 20.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 39.04, "max_partial_current_gas_total_mean": 244.71, "max_partial_current_h2_mean": 232.68, "max_partial_current_liquid_mean": 55.29, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0, "partial_current_co_mean": 33.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 159.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 125.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 40.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.7-Cd-0.3_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Au-0.7-Cd-0.3", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Au-0.571-Cd-0.429"}, {"Ag": 0, "Au": 0.571, "Cd": 0.429, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 90422.62, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 3.97, "fe_co_std": 0, "fe_gas_total_mean": 81.57, "fe_gas_total_std": 0, "fe_h2_mean": 77.56, "fe_h2_std": 0, "fe_liquid_mean": 18.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 39.04, "max_partial_current_gas_total_mean": 244.71, "max_partial_current_h2_mean": 232.68, "max_partial_current_liquid_mean": 55.29, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.91, "partial_current_co_std": 0, "partial_current_gas_total_mean": 244.71, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 232.68, "partial_current_h2_std": 0, "partial_current_liquid_mean": 55.29, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.7-Cd-0.3_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Au-0.7-Cd-0.3", "voltage_mean": 3.65, "voltage_std": 0, "xrf composition": "Au-0.571-Cd-0.429"}, {"Ag": 0, "Au": 0.8, "Cd": 0.2, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 113060.24, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft6_240624_Au-0.8-Cd-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.8-Cd-0.2", "voltage_mean": 2.7566666666666664, "voltage_std": 0.04618802153517013, "xrf composition": "Au-0.8-Cd-0.2"}, {"Ag": 0, "Au": 0.8, "Cd": 0.2, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 113060.24, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.02, "fe_co_mean": 14.81, "fe_co_std": 2.28, "fe_gas_total_mean": 81.77, "fe_gas_total_std": 0.32, "fe_h2_mean": 66.8, "fe_h2_std": 2.26, "fe_liquid_mean": 18.23, "fe_liquid_std": 0.32, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 22.03, "max_partial_current_gas_total_mean": 241.75, "max_partial_current_h2_mean": 234.51, "max_partial_current_liquid_mean": 58.25, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 7.4, "partial_current_co_std": 1.14, "partial_current_gas_total_mean": 40.88, "partial_current_gas_total_std": 0.16, "partial_current_h2_mean": 33.4, "partial_current_h2_std": 1.13, "partial_current_liquid_mean": 9.12, "partial_current_liquid_std": 0.16, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.8-Cd-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.8-Cd-0.2", "voltage_mean": 2.9499999999999997, "voltage_std": 0.05567764362830002, "xrf composition": "Au-0.8-Cd-0.2"}, {"Ag": 0, "Au": 0.8, "Cd": 0.2, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 113060.24, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.01, "fe_co_mean": 17.02, "fe_co_std": 2.13, "fe_gas_total_mean": 81.36, "fe_gas_total_std": 3.79, "fe_h2_mean": 64.23, "fe_h2_std": 1.99, "fe_liquid_mean": 18.64, "fe_liquid_std": 3.79, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 22.03, "max_partial_current_gas_total_mean": 241.75, "max_partial_current_h2_mean": 234.51, "max_partial_current_liquid_mean": 58.25, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 17.02, "partial_current_co_std": 2.13, "partial_current_gas_total_mean": 81.36, "partial_current_gas_total_std": 3.79, "partial_current_h2_mean": 64.23, "partial_current_h2_std": 1.99, "partial_current_liquid_mean": 18.64, "partial_current_liquid_std": 3.79, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.8-Cd-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.8-Cd-0.2", "voltage_mean": 3.1833333333333336, "voltage_std": 0.07371114795832012, "xrf composition": "Au-0.8-Cd-0.2"}, {"Ag": 0, "Au": 0.8, "Cd": 0.2, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 113060.24, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.02, "fe_co_mean": 14.69, "fe_co_std": 2.72, "fe_gas_total_mean": 77.32, "fe_gas_total_std": 7.22, "fe_h2_mean": 62.54, "fe_h2_std": 5.81, "fe_liquid_mean": 22.68, "fe_liquid_std": 7.22, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 22.03, "max_partial_current_gas_total_mean": 241.75, "max_partial_current_h2_mean": 234.51, "max_partial_current_liquid_mean": 58.25, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 22.03, "partial_current_co_std": 4.08, "partial_current_gas_total_mean": 115.98, "partial_current_gas_total_std": 10.83, "partial_current_h2_mean": 93.8, "partial_current_h2_std": 8.72, "partial_current_liquid_mean": 34.02, "partial_current_liquid_std": 10.83, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.8-Cd-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.8-Cd-0.2", "voltage_mean": 3.3733333333333335, "voltage_std": 0.09609023536933035, "xrf composition": "Au-0.8-Cd-0.2"}, {"Ag": 0, "Au": 0.8, "Cd": 0.2, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 113060.24, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 7.06, "fe_co_std": 2.05, "fe_gas_total_mean": 80.05, "fe_gas_total_std": 4.2, "fe_h2_mean": 72.92, "fe_h2_std": 5.11, "fe_liquid_mean": 19.95, "fe_liquid_std": 4.2, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 22.03, "max_partial_current_gas_total_mean": 241.75, "max_partial_current_h2_mean": 234.51, "max_partial_current_liquid_mean": 58.25, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 14.13, "partial_current_co_std": 4.09, "partial_current_gas_total_mean": 160.1, "partial_current_gas_total_std": 8.39, "partial_current_h2_mean": 145.84, "partial_current_h2_std": 10.22, "partial_current_liquid_mean": 39.9, "partial_current_liquid_std": 8.39, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.8-Cd-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.8-Cd-0.2", "voltage_mean": 3.526666666666667, "voltage_std": 0.06110100926607791, "xrf composition": "Au-0.8-Cd-0.2"}, {"Ag": 0, "Au": 0.8, "Cd": 0.2, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 113060.24, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 2.39, "fe_co_std": 0.33, "fe_gas_total_mean": 80.58, "fe_gas_total_std": 1.12, "fe_h2_mean": 78.17, "fe_h2_std": 1.05, "fe_liquid_mean": 19.42, "fe_liquid_std": 1.12, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 22.03, "max_partial_current_gas_total_mean": 241.75, "max_partial_current_h2_mean": 234.51, "max_partial_current_liquid_mean": 58.25, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 7.16, "partial_current_co_std": 0.98, "partial_current_gas_total_mean": 241.75, "partial_current_gas_total_std": 3.35, "partial_current_h2_mean": 234.51, "partial_current_h2_std": 3.15, "partial_current_liquid_mean": 58.25, "partial_current_liquid_std": 3.35, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.8-Cd-0.2_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.8-Cd-0.2", "voltage_mean": 3.6133333333333333, "voltage_std": 0.03785938897200194, "xrf composition": "Au-0.8-Cd-0.2"}, {"Ag": 0, "Au": 0.687, "Cd": 0.313, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 102532.32, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft6_240624_Au-0.833-Cd-0.167_pp0_rep1", "sample_count": 5, "source": "uoft", "target composition": "Au-0.833-Cd-0.167", "voltage_mean": 2.886, "voltage_std": 0.07893034904268455, "xrf composition": "Au-0.687-Cd-0.313"}, {"Ag": 0, "Au": 0.687, "Cd": 0.313, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 102532.32, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 40.33, "fe_co_std": 8.53, "fe_gas_total_mean": 84.62, "fe_gas_total_std": 6.88, "fe_h2_mean": 44.23, "fe_h2_std": 13.89, "fe_liquid_mean": 15.38, "fe_liquid_std": 6.88, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 46.94, "max_partial_current_gas_total_mean": 232.6, "max_partial_current_h2_mean": 214.85, "max_partial_current_liquid_mean": 67.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 20.16, "partial_current_co_std": 4.27, "partial_current_gas_total_mean": 42.31, "partial_current_gas_total_std": 3.44, "partial_current_h2_mean": 22.11, "partial_current_h2_std": 6.94, "partial_current_liquid_mean": 7.69, "partial_current_liquid_std": 3.44, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.833-Cd-0.167_pp0_rep1", "sample_count": 5, "source": "uoft", "target composition": "Au-0.833-Cd-0.167", "voltage_mean": 2.9560000000000004, "voltage_std": 0.05176871642217913, "xrf composition": "Au-0.687-Cd-0.313"}, {"Ag": 0, "Au": 0.687, "Cd": 0.313, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 102532.32, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.02, "fe_co_mean": 38.39, "fe_co_std": 9.15, "fe_gas_total_mean": 80.07, "fe_gas_total_std": 5.9, "fe_h2_mean": 41.64, "fe_h2_std": 14.84, "fe_liquid_mean": 19.93, "fe_liquid_std": 5.9, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 46.94, "max_partial_current_gas_total_mean": 232.6, "max_partial_current_h2_mean": 214.85, "max_partial_current_liquid_mean": 67.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 38.39, "partial_current_co_std": 9.15, "partial_current_gas_total_mean": 80.07, "partial_current_gas_total_std": 5.9, "partial_current_h2_mean": 41.64, "partial_current_h2_std": 14.84, "partial_current_liquid_mean": 19.93, "partial_current_liquid_std": 5.9, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.833-Cd-0.167_pp0_rep1", "sample_count": 5, "source": "uoft", "target composition": "Au-0.833-Cd-0.167", "voltage_mean": 3.192, "voltage_std": 0.06099180272790743, "xrf composition": "Au-0.687-Cd-0.313"}, {"Ag": 0, "Au": 0.687, "Cd": 0.313, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 102532.32, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 31.29, "fe_co_std": 7.47, "fe_gas_total_mean": 77.03, "fe_gas_total_std": 6.19, "fe_h2_mean": 45.7, "fe_h2_std": 12.46, "fe_liquid_mean": 22.97, "fe_liquid_std": 6.19, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 46.94, "max_partial_current_gas_total_mean": 232.6, "max_partial_current_h2_mean": 214.85, "max_partial_current_liquid_mean": 67.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 46.94, "partial_current_co_std": 11.21, "partial_current_gas_total_mean": 115.54, "partial_current_gas_total_std": 9.28, "partial_current_h2_mean": 68.55, "partial_current_h2_std": 18.69, "partial_current_liquid_mean": 34.46, "partial_current_liquid_std": 9.28, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.833-Cd-0.167_pp0_rep1", "sample_count": 5, "source": "uoft", "target composition": "Au-0.833-Cd-0.167", "voltage_mean": 3.376, "voltage_std": 0.07635443667528431, "xrf composition": "Au-0.687-Cd-0.313"}, {"Ag": 0, "Au": 0.687, "Cd": 0.313, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 102532.32, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 17.08, "fe_co_std": 8.6, "fe_gas_total_mean": 76.36, "fe_gas_total_std": 4.95, "fe_h2_mean": 59.22, "fe_h2_std": 13.38, "fe_liquid_mean": 23.64, "fe_liquid_std": 4.95, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 46.94, "max_partial_current_gas_total_mean": 232.6, "max_partial_current_h2_mean": 214.85, "max_partial_current_liquid_mean": 67.4, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 34.16, "partial_current_co_std": 17.21, "partial_current_gas_total_mean": 152.72, "partial_current_gas_total_std": 9.89, "partial_current_h2_mean": 118.43, "partial_current_h2_std": 26.75, "partial_current_liquid_mean": 47.28, "partial_current_liquid_std": 9.89, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.833-Cd-0.167_pp0_rep1", "sample_count": 5, "source": "uoft", "target composition": "Au-0.833-Cd-0.167", "voltage_mean": 3.5700000000000003, "voltage_std": 0.07106335201775942, "xrf composition": "Au-0.687-Cd-0.313"}, {"Ag": 0, "Au": 0.687, "Cd": 0.313, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 102532.32, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.03, "fe_co_mean": 5.86, "fe_co_std": 2.71, "fe_gas_total_mean": 77.53, "fe_gas_total_std": 2.94, "fe_h2_mean": 71.62, "fe_h2_std": 4.54, "fe_liquid_mean": 22.47, "fe_liquid_std": 2.94, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 46.94, "max_partial_current_gas_total_mean": 232.6, "max_partial_current_h2_mean": 214.85, "max_partial_current_liquid_mean": 67.4, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0.08, "partial_current_co_mean": 17.59, "partial_current_co_std": 8.14, "partial_current_gas_total_mean": 232.6, "partial_current_gas_total_std": 8.82, "partial_current_h2_mean": 214.85, "partial_current_h2_std": 13.61, "partial_current_liquid_mean": 67.4, "partial_current_liquid_std": 8.82, "reaction": "CO2R", "sample id": "uoft6_240624_Au-0.833-Cd-0.167_pp0_rep1", "sample_count": 5, "source": "uoft", "target composition": "Au-0.833-Cd-0.167", "voltage_mean": 3.722, "voltage_std": 0.07293833011524185, "xrf composition": "Au-0.687-Cd-0.313"}, {"Ag": 0, "Au": 0, "Cd": 0.892, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.108, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 2146.15, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft6_240624_Cd-0.667-Tl-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.667-Tl-0.333", "voltage_mean": 3.03, "voltage_std": 0.04582575694955812, "xrf composition": "Cd-0.892-Tl-0.108"}, {"Ag": 0, "Au": 0, "Cd": 0.892, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.108, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 2146.15, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.19, "fe_ch4_std": 0.03, "fe_co_mean": 17.86, "fe_co_std": 2.05, "fe_gas_total_mean": 57.21, "fe_gas_total_std": 5.14, "fe_h2_mean": 39.12, "fe_h2_std": 5.07, "fe_liquid_mean": 42.79, "fe_liquid_std": 5.14, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.22, "max_partial_current_co_mean": 30.71, "max_partial_current_gas_total_mean": 200.96, "max_partial_current_h2_mean": 193.47, "max_partial_current_liquid_mean": 117.12, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 8.93, "partial_current_co_std": 1.03, "partial_current_gas_total_mean": 28.6, "partial_current_gas_total_std": 2.57, "partial_current_h2_mean": 19.56, "partial_current_h2_std": 2.53, "partial_current_liquid_mean": 21.4, "partial_current_liquid_std": 2.57, "reaction": "CO2R", "sample id": "uoft6_240624_Cd-0.667-Tl-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.667-Tl-0.333", "voltage_mean": 3.08, "voltage_std": 0.010000000000000064, "xrf composition": "Cd-0.892-Tl-0.108"}, {"Ag": 0, "Au": 0, "Cd": 0.892, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.108, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 2146.15, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0.02, "fe_co_mean": 18.65, "fe_co_std": 2.04, "fe_gas_total_mean": 50.45, "fe_gas_total_std": 4.58, "fe_h2_mean": 31.64, "fe_h2_std": 4.94, "fe_liquid_mean": 49.55, "fe_liquid_std": 4.58, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.22, "max_partial_current_co_mean": 30.71, "max_partial_current_gas_total_mean": 200.96, "max_partial_current_h2_mean": 193.47, "max_partial_current_liquid_mean": 117.12, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.13, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 18.65, "partial_current_co_std": 2.04, "partial_current_gas_total_mean": 50.45, "partial_current_gas_total_std": 4.58, "partial_current_h2_mean": 31.64, "partial_current_h2_std": 4.94, "partial_current_liquid_mean": 49.55, "partial_current_liquid_std": 4.58, "reaction": "CO2R", "sample id": "uoft6_240624_Cd-0.667-Tl-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.667-Tl-0.333", "voltage_mean": 3.3200000000000003, "voltage_std": 0.01000000000000012, "xrf composition": "Cd-0.892-Tl-0.108"}, {"Ag": 0, "Au": 0, "Cd": 0.892, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.108, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 2146.15, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.02, "fe_co_mean": 17.73, "fe_co_std": 1.57, "fe_gas_total_mean": 46.5, "fe_gas_total_std": 3.55, "fe_h2_mean": 28.65, "fe_h2_std": 4.05, "fe_liquid_mean": 53.5, "fe_liquid_std": 3.55, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.22, "max_partial_current_co_mean": 30.71, "max_partial_current_gas_total_mean": 200.96, "max_partial_current_h2_mean": 193.47, "max_partial_current_liquid_mean": 117.12, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 26.6, "partial_current_co_std": 2.36, "partial_current_gas_total_mean": 69.76, "partial_current_gas_total_std": 5.33, "partial_current_h2_mean": 42.98, "partial_current_h2_std": 6.08, "partial_current_liquid_mean": 80.24, "partial_current_liquid_std": 5.33, "reaction": "CO2R", "sample id": "uoft6_240624_Cd-0.667-Tl-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.667-Tl-0.333", "voltage_mean": 3.486666666666667, "voltage_std": 0.023094010767585018, "xrf composition": "Cd-0.892-Tl-0.108"}, {"Ag": 0, "Au": 0, "Cd": 0.892, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.108, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 2146.15, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.02, "fe_co_mean": 15.35, "fe_co_std": 1.43, "fe_gas_total_mean": 41.44, "fe_gas_total_std": 3.6, "fe_h2_mean": 25.99, "fe_h2_std": 4.89, "fe_liquid_mean": 58.56, "fe_liquid_std": 3.6, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.22, "max_partial_current_co_mean": 30.71, "max_partial_current_gas_total_mean": 200.96, "max_partial_current_h2_mean": 193.47, "max_partial_current_liquid_mean": 117.12, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 30.71, "partial_current_co_std": 2.87, "partial_current_gas_total_mean": 82.88, "partial_current_gas_total_std": 7.2, "partial_current_h2_mean": 51.99, "partial_current_h2_std": 9.79, "partial_current_liquid_mean": 117.12, "partial_current_liquid_std": 7.2, "reaction": "CO2R", "sample id": "uoft6_240624_Cd-0.667-Tl-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.667-Tl-0.333", "voltage_mean": 3.6033333333333335, "voltage_std": 0.03785938897200199, "xrf composition": "Cd-0.892-Tl-0.108"}, {"Ag": 0, "Au": 0, "Cd": 0.892, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0.108, "W": 0, "Zn": 0, "batch date": 240624, "batch number": 6, "cost_per_gram": 2146.15, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.01, "fe_co_mean": 2.42, "fe_co_std": 0.45, "fe_gas_total_mean": 66.99, "fe_gas_total_std": 7.25, "fe_h2_mean": 64.49, "fe_h2_std": 6.93, "fe_liquid_mean": 33.01, "fe_liquid_std": 7.25, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.22, "max_partial_current_co_mean": 30.71, "max_partial_current_gas_total_mean": 200.96, "max_partial_current_h2_mean": 193.47, "max_partial_current_liquid_mean": 117.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.22, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 7.25, "partial_current_co_std": 1.34, "partial_current_gas_total_mean": 200.96, "partial_current_gas_total_std": 21.76, "partial_current_h2_mean": 193.47, "partial_current_h2_std": 20.78, "partial_current_liquid_mean": 99.04, "partial_current_liquid_std": 21.76, "reaction": "CO2R", "sample id": "uoft6_240624_Cd-0.667-Tl-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.667-Tl-0.333", "voltage_mean": 3.8166666666666664, "voltage_std": 0.03785938897200184, "xrf composition": "Cd-0.892-Tl-0.108"}, {"Ag": 0.238, "Au": 0.367, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.394, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 81196.75, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft7_240716_Ag-0.1-Au-0.5-Pd-0.4_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.1-Au-0.5-Pd-0.4", "voltage_mean": 2.6666666666666665, "voltage_std": 0.015275252316519492, "xrf composition": "Ag-0.238-Au-0.367-Pd-0.394"}, {"Ag": 0.238, "Au": 0.367, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.394, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 81196.75, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 20.83, "fe_co_std": 1.51, "fe_gas_total_mean": 88.79, "fe_gas_total_std": 4.22, "fe_h2_mean": 67.92, "fe_h2_std": 3.65, "fe_liquid_mean": 11.21, "fe_liquid_std": 4.22, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 15.74, "max_partial_current_gas_total_mean": 244.84, "max_partial_current_h2_mean": 241.79, "max_partial_current_liquid_mean": 55.16, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.41, "partial_current_co_std": 0.75, "partial_current_gas_total_mean": 44.39, "partial_current_gas_total_std": 2.11, "partial_current_h2_mean": 33.96, "partial_current_h2_std": 1.82, "partial_current_liquid_mean": 5.61, "partial_current_liquid_std": 2.11, "reaction": "CO2R", "sample id": "uoft7_240716_Ag-0.1-Au-0.5-Pd-0.4_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.1-Au-0.5-Pd-0.4", "voltage_mean": 2.9433333333333334, "voltage_std": 0.035118845842842285, "xrf composition": "Ag-0.238-Au-0.367-Pd-0.394"}, {"Ag": 0.238, "Au": 0.367, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.394, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 81196.75, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 15.74, "fe_co_std": 0.07, "fe_gas_total_mean": 86.87, "fe_gas_total_std": 10, "fe_h2_mean": 71.06, "fe_h2_std": 10.07, "fe_liquid_mean": 13.13, "fe_liquid_std": 10, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 15.74, "max_partial_current_gas_total_mean": 244.84, "max_partial_current_h2_mean": 241.79, "max_partial_current_liquid_mean": 55.16, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 15.74, "partial_current_co_std": 0.07, "partial_current_gas_total_mean": 86.87, "partial_current_gas_total_std": 10, "partial_current_h2_mean": 71.06, "partial_current_h2_std": 10.07, "partial_current_liquid_mean": 13.13, "partial_current_liquid_std": 10, "reaction": "CO2R", "sample id": "uoft7_240716_Ag-0.1-Au-0.5-Pd-0.4_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.1-Au-0.5-Pd-0.4", "voltage_mean": 3.24, "voltage_std": 0.04999999999999993, "xrf composition": "Ag-0.238-Au-0.367-Pd-0.394"}, {"Ag": 0.238, "Au": 0.367, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.394, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 81196.75, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.02, "fe_co_mean": 10.48, "fe_co_std": 1.79, "fe_gas_total_mean": 85.93, "fe_gas_total_std": 0.58, "fe_h2_mean": 75.36, "fe_h2_std": 1.26, "fe_liquid_mean": 14.07, "fe_liquid_std": 0.58, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 15.74, "max_partial_current_gas_total_mean": 244.84, "max_partial_current_h2_mean": 241.79, "max_partial_current_liquid_mean": 55.16, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 15.73, "partial_current_co_std": 2.69, "partial_current_gas_total_mean": 128.9, "partial_current_gas_total_std": 0.87, "partial_current_h2_mean": 113.04, "partial_current_h2_std": 1.88, "partial_current_liquid_mean": 21.1, "partial_current_liquid_std": 0.87, "reaction": "CO2R", "sample id": "uoft7_240716_Ag-0.1-Au-0.5-Pd-0.4_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.1-Au-0.5-Pd-0.4", "voltage_mean": 3.456666666666667, "voltage_std": 0.07094598884597582, "xrf composition": "Ag-0.238-Au-0.367-Pd-0.394"}, {"Ag": 0.238, "Au": 0.367, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.394, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 81196.75, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.02, "fe_co_mean": 3.76, "fe_co_std": 3.23, "fe_gas_total_mean": 86.88, "fe_gas_total_std": 2.36, "fe_h2_mean": 83.05, "fe_h2_std": 5.6, "fe_liquid_mean": 13.12, "fe_liquid_std": 2.36, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 15.74, "max_partial_current_gas_total_mean": 244.84, "max_partial_current_h2_mean": 241.79, "max_partial_current_liquid_mean": 55.16, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 7.52, "partial_current_co_std": 6.46, "partial_current_gas_total_mean": 173.77, "partial_current_gas_total_std": 4.71, "partial_current_h2_mean": 166.11, "partial_current_h2_std": 11.2, "partial_current_liquid_mean": 26.23, "partial_current_liquid_std": 4.71, "reaction": "CO2R", "sample id": "uoft7_240716_Ag-0.1-Au-0.5-Pd-0.4_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.1-Au-0.5-Pd-0.4", "voltage_mean": 3.5566666666666666, "voltage_std": 0.011547005383792462, "xrf composition": "Ag-0.238-Au-0.367-Pd-0.394"}, {"Ag": 0.238, "Au": 0.367, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.394, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 81196.75, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 0.98, "fe_co_std": 0.52, "fe_gas_total_mean": 81.61, "fe_gas_total_std": 2.7, "fe_h2_mean": 80.6, "fe_h2_std": 2.88, "fe_liquid_mean": 18.39, "fe_liquid_std": 2.7, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 15.74, "max_partial_current_gas_total_mean": 244.84, "max_partial_current_h2_mean": 241.79, "max_partial_current_liquid_mean": 55.16, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 2.93, "partial_current_co_std": 1.55, "partial_current_gas_total_mean": 244.84, "partial_current_gas_total_std": 8.11, "partial_current_h2_mean": 241.79, "partial_current_h2_std": 8.65, "partial_current_liquid_mean": 55.16, "partial_current_liquid_std": 8.11, "reaction": "CO2R", "sample id": "uoft7_240716_Ag-0.1-Au-0.5-Pd-0.4_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.1-Au-0.5-Pd-0.4", "voltage_mean": 3.6799999999999997, "voltage_std": 0.04358898943540671, "xrf composition": "Ag-0.238-Au-0.367-Pd-0.394"}, {"Ag": 0, "Au": 0.494, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.506, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 99983.9, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft7_240716_Au-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.556-Pd-0.444", "voltage_mean": 2.66, "voltage_std": 0.07810249675906665, "xrf composition": "Au-0.494-Pd-0.506"}, {"Ag": 0, "Au": 0.494, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.506, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 99983.9, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.02, "fe_co_mean": 14.08, "fe_co_std": 14.88, "fe_gas_total_mean": 90.5, "fe_gas_total_std": 8.53, "fe_h2_mean": 76.38, "fe_h2_std": 20.82, "fe_liquid_mean": 9.5, "fe_liquid_std": 8.53, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 8.67, "max_partial_current_gas_total_mean": 237.09, "max_partial_current_h2_mean": 236.28, "max_partial_current_liquid_mean": 62.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 7.04, "partial_current_co_std": 7.44, "partial_current_gas_total_mean": 45.25, "partial_current_gas_total_std": 4.26, "partial_current_h2_mean": 38.19, "partial_current_h2_std": 10.41, "partial_current_liquid_mean": 4.75, "partial_current_liquid_std": 4.26, "reaction": "CO2R", "sample id": "uoft7_240716_Au-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.556-Pd-0.444", "voltage_mean": 2.973333333333333, "voltage_std": 0.05507570547286089, "xrf composition": "Au-0.494-Pd-0.506"}, {"Ag": 0, "Au": 0.494, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.506, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 99983.9, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.03, "fe_co_mean": 8.67, "fe_co_std": 9.84, "fe_gas_total_mean": 88.13, "fe_gas_total_std": 9.22, "fe_h2_mean": 79.41, "fe_h2_std": 15.55, "fe_liquid_mean": 11.87, "fe_liquid_std": 9.22, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 8.67, "max_partial_current_gas_total_mean": 237.09, "max_partial_current_h2_mean": 236.28, "max_partial_current_liquid_mean": 62.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 8.67, "partial_current_co_std": 9.84, "partial_current_gas_total_mean": 88.13, "partial_current_gas_total_std": 9.22, "partial_current_h2_mean": 79.41, "partial_current_h2_std": 15.55, "partial_current_liquid_mean": 11.87, "partial_current_liquid_std": 9.22, "reaction": "CO2R", "sample id": "uoft7_240716_Au-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.556-Pd-0.444", "voltage_mean": 3.263333333333333, "voltage_std": 0.03785938897200163, "xrf composition": "Au-0.494-Pd-0.506"}, {"Ag": 0, "Au": 0.494, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.506, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 99983.9, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.03, "fe_co_mean": 4.79, "fe_co_std": 5.49, "fe_gas_total_mean": 84.59, "fe_gas_total_std": 7.25, "fe_h2_mean": 79.75, "fe_h2_std": 12.61, "fe_liquid_mean": 15.41, "fe_liquid_std": 7.25, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 8.67, "max_partial_current_gas_total_mean": 237.09, "max_partial_current_h2_mean": 236.28, "max_partial_current_liquid_mean": 62.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 7.18, "partial_current_co_std": 8.24, "partial_current_gas_total_mean": 126.88, "partial_current_gas_total_std": 10.87, "partial_current_h2_mean": 119.62, "partial_current_h2_std": 18.92, "partial_current_liquid_mean": 23.12, "partial_current_liquid_std": 10.87, "reaction": "CO2R", "sample id": "uoft7_240716_Au-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.556-Pd-0.444", "voltage_mean": 3.4499999999999997, "voltage_std": 0.02645751311064597, "xrf composition": "Au-0.494-Pd-0.506"}, {"Ag": 0, "Au": 0.494, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.506, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 99983.9, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 2.19, "fe_co_std": 2.63, "fe_gas_total_mean": 86.56, "fe_gas_total_std": 2.16, "fe_h2_mean": 84.33, "fe_h2_std": 4.77, "fe_liquid_mean": 13.44, "fe_liquid_std": 2.16, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 8.67, "max_partial_current_gas_total_mean": 237.09, "max_partial_current_h2_mean": 236.28, "max_partial_current_liquid_mean": 62.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 4.37, "partial_current_co_std": 5.26, "partial_current_gas_total_mean": 173.11, "partial_current_gas_total_std": 4.32, "partial_current_h2_mean": 168.65, "partial_current_h2_std": 9.55, "partial_current_liquid_mean": 26.89, "partial_current_liquid_std": 4.32, "reaction": "CO2R", "sample id": "uoft7_240716_Au-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.556-Pd-0.444", "voltage_mean": 3.5666666666666664, "voltage_std": 0.01527525231651959, "xrf composition": "Au-0.494-Pd-0.506"}, {"Ag": 0, "Au": 0.494, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.506, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 99983.9, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 0.24, "fe_co_std": 0.42, "fe_gas_total_mean": 79.03, "fe_gas_total_std": 4.97, "fe_h2_mean": 78.76, "fe_h2_std": 4.92, "fe_liquid_mean": 20.97, "fe_liquid_std": 4.97, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 8.67, "max_partial_current_gas_total_mean": 237.09, "max_partial_current_h2_mean": 236.28, "max_partial_current_liquid_mean": 62.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 0.73, "partial_current_co_std": 1.26, "partial_current_gas_total_mean": 237.09, "partial_current_gas_total_std": 14.92, "partial_current_h2_mean": 236.28, "partial_current_h2_std": 14.75, "partial_current_liquid_mean": 62.91, "partial_current_liquid_std": 14.92, "reaction": "CO2R", "sample id": "uoft7_240716_Au-0.556-Pd-0.444_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.556-Pd-0.444", "voltage_mean": 3.676666666666667, "voltage_std": 0.03511884584284251, "xrf composition": "Au-0.494-Pd-0.506"}, {"Ag": 0, "Au": 0.659, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.341, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 111278.1, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft7_240716_Au-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.667-Pd-0.333", "voltage_mean": 2.723333333333333, "voltage_std": 0.0550757054728608, "xrf composition": "Au-0.659-Pd-0.341"}, {"Ag": 0, "Au": 0.659, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.341, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 111278.1, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 3.88, "fe_co_std": 1.6, "fe_gas_total_mean": 94.88, "fe_gas_total_std": 7.44, "fe_h2_mean": 90.95, "fe_h2_std": 5.86, "fe_liquid_mean": 5.12, "fe_liquid_std": 7.44, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 2.09, "max_partial_current_gas_total_mean": 245.01, "max_partial_current_h2_mean": 244.93, "max_partial_current_liquid_mean": 54.99, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 1.94, "partial_current_co_std": 0.8, "partial_current_gas_total_mean": 47.44, "partial_current_gas_total_std": 3.72, "partial_current_h2_mean": 45.48, "partial_current_h2_std": 2.93, "partial_current_liquid_mean": 2.56, "partial_current_liquid_std": 3.72, "reaction": "CO2R", "sample id": "uoft7_240716_Au-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.667-Pd-0.333", "voltage_mean": 2.983333333333333, "voltage_std": 0.015275252316519505, "xrf composition": "Au-0.659-Pd-0.341"}, {"Ag": 0, "Au": 0.659, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.341, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 111278.1, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 2.09, "fe_co_std": 0.65, "fe_gas_total_mean": 90.9, "fe_gas_total_std": 1.83, "fe_h2_mean": 88.75, "fe_h2_std": 1.82, "fe_liquid_mean": 9.1, "fe_liquid_std": 1.83, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 2.09, "max_partial_current_gas_total_mean": 245.01, "max_partial_current_h2_mean": 244.93, "max_partial_current_liquid_mean": 54.99, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0, "partial_current_co_mean": 2.09, "partial_current_co_std": 0.65, "partial_current_gas_total_mean": 90.9, "partial_current_gas_total_std": 1.83, "partial_current_h2_mean": 88.75, "partial_current_h2_std": 1.82, "partial_current_liquid_mean": 9.1, "partial_current_liquid_std": 1.83, "reaction": "CO2R", "sample id": "uoft7_240716_Au-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.667-Pd-0.333", "voltage_mean": 3.276666666666667, "voltage_std": 0.011547005383792493, "xrf composition": "Au-0.659-Pd-0.341"}, {"Ag": 0, "Au": 0.659, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.341, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 111278.1, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 1.39, "fe_co_std": 0.47, "fe_gas_total_mean": 90.43, "fe_gas_total_std": 4.01, "fe_h2_mean": 88.97, "fe_h2_std": 3.58, "fe_liquid_mean": 9.57, "fe_liquid_std": 4.01, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 2.09, "max_partial_current_gas_total_mean": 245.01, "max_partial_current_h2_mean": 244.93, "max_partial_current_liquid_mean": 54.99, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 2.08, "partial_current_co_std": 0.7, "partial_current_gas_total_mean": 135.65, "partial_current_gas_total_std": 6.01, "partial_current_h2_mean": 133.46, "partial_current_h2_std": 5.37, "partial_current_liquid_mean": 14.35, "partial_current_liquid_std": 6.01, "reaction": "CO2R", "sample id": "uoft7_240716_Au-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.667-Pd-0.333", "voltage_mean": 3.473333333333333, "voltage_std": 0.025166114784235746, "xrf composition": "Au-0.659-Pd-0.341"}, {"Ag": 0, "Au": 0.659, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.341, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 111278.1, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.03, "fe_co_mean": 0.38, "fe_co_std": 0.66, "fe_gas_total_mean": 87.69, "fe_gas_total_std": 1.3, "fe_h2_mean": 87.25, "fe_h2_std": 1.1, "fe_liquid_mean": 12.31, "fe_liquid_std": 1.3, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 2.09, "max_partial_current_gas_total_mean": 245.01, "max_partial_current_h2_mean": 244.93, "max_partial_current_liquid_mean": 54.99, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 0.77, "partial_current_co_std": 1.33, "partial_current_gas_total_mean": 175.37, "partial_current_gas_total_std": 2.59, "partial_current_h2_mean": 174.49, "partial_current_h2_std": 2.2, "partial_current_liquid_mean": 24.63, "partial_current_liquid_std": 2.59, "reaction": "CO2R", "sample id": "uoft7_240716_Au-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.667-Pd-0.333", "voltage_mean": 3.5666666666666664, "voltage_std": 0.025166114784235957, "xrf composition": "Au-0.659-Pd-0.341"}, {"Ag": 0, "Au": 0.659, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.341, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 111278.1, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 81.67, "fe_gas_total_std": 6.1, "fe_h2_mean": 81.64, "fe_h2_std": 6.1, "fe_liquid_mean": 18.33, "fe_liquid_std": 6.1, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 2.09, "max_partial_current_gas_total_mean": 245.01, "max_partial_current_h2_mean": 244.93, "max_partial_current_liquid_mean": 54.99, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 245.01, "partial_current_gas_total_std": 18.31, "partial_current_h2_mean": 244.93, "partial_current_h2_std": 18.29, "partial_current_liquid_mean": 54.99, "partial_current_liquid_std": 18.31, "reaction": "CO2R", "sample id": "uoft7_240716_Au-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.667-Pd-0.333", "voltage_mean": 3.686666666666667, "voltage_std": 0.03511884584284254, "xrf composition": "Au-0.659-Pd-0.341"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.694, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0.306, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 82039.41, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft7_240716_Cu-0.667-Rh-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.667-Rh-0.333", "voltage_mean": 2.4066666666666667, "voltage_std": 0.028867513459481187, "xrf composition": "Cu-0.694-Rh-0.306"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.694, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0.306, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 82039.41, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 2.67, "fe_co_std": 3.19, "fe_gas_total_mean": 57.13, "fe_gas_total_std": 9.06, "fe_h2_mean": 54.44, "fe_h2_std": 6.1, "fe_liquid_mean": 42.87, "fe_liquid_std": 9.06, "max_partial_current_c2h4_mean": 4.98, "max_partial_current_ch4_mean": 0.83, "max_partial_current_co_mean": 17.16, "max_partial_current_gas_total_mean": 233.79, "max_partial_current_h2_mean": 231.08, "max_partial_current_liquid_mean": 66.21, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 1.34, "partial_current_co_std": 1.59, "partial_current_gas_total_mean": 28.56, "partial_current_gas_total_std": 4.53, "partial_current_h2_mean": 27.22, "partial_current_h2_std": 3.05, "partial_current_liquid_mean": 21.44, "partial_current_liquid_std": 4.53, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.667-Rh-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.667-Rh-0.333", "voltage_mean": 2.7933333333333334, "voltage_std": 0.05507570547286107, "xrf composition": "Cu-0.694-Rh-0.306"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.694, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0.306, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 82039.41, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 6.33, "fe_co_std": 2.86, "fe_gas_total_mean": 55.33, "fe_gas_total_std": 3.98, "fe_h2_mean": 48.99, "fe_h2_std": 1.41, "fe_liquid_mean": 44.67, "fe_liquid_std": 3.98, "max_partial_current_c2h4_mean": 4.98, "max_partial_current_ch4_mean": 0.83, "max_partial_current_co_mean": 17.16, "max_partial_current_gas_total_mean": 233.79, "max_partial_current_h2_mean": 231.08, "max_partial_current_liquid_mean": 66.21, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 6.33, "partial_current_co_std": 2.86, "partial_current_gas_total_mean": 55.33, "partial_current_gas_total_std": 3.98, "partial_current_h2_mean": 48.99, "partial_current_h2_std": 1.41, "partial_current_liquid_mean": 44.67, "partial_current_liquid_std": 3.98, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.667-Rh-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.667-Rh-0.333", "voltage_mean": 3.0500000000000003, "voltage_std": 0.06244997998398406, "xrf composition": "Cu-0.694-Rh-0.306"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.694, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0.306, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 82039.41, "current density": 150, "fe_c2h4_mean": 0.16, "fe_c2h4_std": 0.14, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.02, "fe_co_mean": 11.44, "fe_co_std": 1.73, "fe_gas_total_mean": 60.68, "fe_gas_total_std": 1.3, "fe_h2_mean": 49.04, "fe_h2_std": 1.64, "fe_liquid_mean": 39.32, "fe_liquid_std": 1.3, "max_partial_current_c2h4_mean": 4.98, "max_partial_current_ch4_mean": 0.83, "max_partial_current_co_mean": 17.16, "max_partial_current_gas_total_mean": 233.79, "max_partial_current_h2_mean": 231.08, "max_partial_current_liquid_mean": 66.21, "partial_current_c2h4_mean": 0.24, "partial_current_c2h4_std": 0.22, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 17.16, "partial_current_co_std": 2.59, "partial_current_gas_total_mean": 91.02, "partial_current_gas_total_std": 1.95, "partial_current_h2_mean": 73.56, "partial_current_h2_std": 2.46, "partial_current_liquid_mean": 58.98, "partial_current_liquid_std": 1.95, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.667-Rh-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.667-Rh-0.333", "voltage_mean": 3.2466666666666666, "voltage_std": 0.047258156262526003, "xrf composition": "Cu-0.694-Rh-0.306"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.694, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0.306, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 82039.41, "current density": 200, "fe_c2h4_mean": 2.49, "fe_c2h4_std": 0.87, "fe_ch4_mean": 0.42, "fe_ch4_std": 0.23, "fe_co_mean": 6.62, "fe_co_std": 0.4, "fe_gas_total_mean": 69.64, "fe_gas_total_std": 3, "fe_h2_mean": 60.1, "fe_h2_std": 3.66, "fe_liquid_mean": 30.36, "fe_liquid_std": 3, "max_partial_current_c2h4_mean": 4.98, "max_partial_current_ch4_mean": 0.83, "max_partial_current_co_mean": 17.16, "max_partial_current_gas_total_mean": 233.79, "max_partial_current_h2_mean": 231.08, "max_partial_current_liquid_mean": 66.21, "partial_current_c2h4_mean": 4.98, "partial_current_c2h4_std": 1.73, "partial_current_ch4_mean": 0.83, "partial_current_ch4_std": 0.45, "partial_current_co_mean": 13.25, "partial_current_co_std": 0.81, "partial_current_gas_total_mean": 139.28, "partial_current_gas_total_std": 6.01, "partial_current_h2_mean": 120.21, "partial_current_h2_std": 7.31, "partial_current_liquid_mean": 60.72, "partial_current_liquid_std": 6.01, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.667-Rh-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.667-Rh-0.333", "voltage_mean": 3.4299999999999997, "voltage_std": 0.02645751311064616, "xrf composition": "Cu-0.694-Rh-0.306"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.694, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0.306, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 82039.41, "current density": 300, "fe_c2h4_mean": 0.33, "fe_c2h4_std": 0.16, "fe_ch4_mean": 0.11, "fe_ch4_std": 0.07, "fe_co_mean": 0.46, "fe_co_std": 0.06, "fe_gas_total_mean": 77.93, "fe_gas_total_std": 3.16, "fe_h2_mean": 77.03, "fe_h2_std": 3.34, "fe_liquid_mean": 22.07, "fe_liquid_std": 3.16, "max_partial_current_c2h4_mean": 4.98, "max_partial_current_ch4_mean": 0.83, "max_partial_current_co_mean": 17.16, "max_partial_current_gas_total_mean": 233.79, "max_partial_current_h2_mean": 231.08, "max_partial_current_liquid_mean": 66.21, "partial_current_c2h4_mean": 1, "partial_current_c2h4_std": 0.48, "partial_current_ch4_mean": 0.33, "partial_current_ch4_std": 0.2, "partial_current_co_mean": 1.38, "partial_current_co_std": 0.17, "partial_current_gas_total_mean": 233.79, "partial_current_gas_total_std": 9.49, "partial_current_h2_mean": 231.08, "partial_current_h2_std": 10.01, "partial_current_liquid_mean": 66.21, "partial_current_liquid_std": 9.49, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.667-Rh-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.667-Rh-0.333", "voltage_mean": 3.5700000000000003, "voltage_std": 0.03605551275463995, "xrf composition": "Cu-0.694-Rh-0.306"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.865, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.135, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 9791.9, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft7_240716_Cu-0.833-Pd-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.833-Pd-0.167", "voltage_mean": 2.6966666666666668, "voltage_std": 0.09018499505645802, "xrf composition": "Cu-0.865-Pd-0.135"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.865, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.135, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 9791.9, "current density": 50, "fe_c2h4_mean": 0.65, "fe_c2h4_std": 0.43, "fe_ch4_mean": 0.14, "fe_ch4_std": 0.15, "fe_co_mean": 32.23, "fe_co_std": 6.33, "fe_gas_total_mean": 59.94, "fe_gas_total_std": 10.16, "fe_h2_mean": 26.92, "fe_h2_std": 3.49, "fe_liquid_mean": 40.06, "fe_liquid_std": 10.16, "max_partial_current_c2h4_mean": 61, "max_partial_current_ch4_mean": 10.96, "max_partial_current_co_mean": 58.28, "max_partial_current_gas_total_mean": 208.91, "max_partial_current_h2_mean": 120.24, "max_partial_current_liquid_mean": 91.09, "partial_current_c2h4_mean": 0.32, "partial_current_c2h4_std": 0.21, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.07, "partial_current_co_mean": 16.11, "partial_current_co_std": 3.17, "partial_current_gas_total_mean": 29.97, "partial_current_gas_total_std": 5.08, "partial_current_h2_mean": 13.46, "partial_current_h2_std": 1.75, "partial_current_liquid_mean": 20.03, "partial_current_liquid_std": 5.08, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.833-Pd-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.833-Pd-0.167", "voltage_mean": 2.89, "voltage_std": 0.08000000000000007, "xrf composition": "Cu-0.865-Pd-0.135"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.865, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.135, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 9791.9, "current density": 100, "fe_c2h4_mean": 3.93, "fe_c2h4_std": 2.15, "fe_ch4_mean": 0.66, "fe_ch4_std": 0.53, "fe_co_mean": 49.48, "fe_co_std": 3.25, "fe_gas_total_mean": 74.06, "fe_gas_total_std": 5.3, "fe_h2_mean": 19.98, "fe_h2_std": 2.85, "fe_liquid_mean": 25.94, "fe_liquid_std": 5.3, "max_partial_current_c2h4_mean": 61, "max_partial_current_ch4_mean": 10.96, "max_partial_current_co_mean": 58.28, "max_partial_current_gas_total_mean": 208.91, "max_partial_current_h2_mean": 120.24, "max_partial_current_liquid_mean": 91.09, "partial_current_c2h4_mean": 3.93, "partial_current_c2h4_std": 2.15, "partial_current_ch4_mean": 0.66, "partial_current_ch4_std": 0.53, "partial_current_co_mean": 49.48, "partial_current_co_std": 3.25, "partial_current_gas_total_mean": 74.06, "partial_current_gas_total_std": 5.3, "partial_current_h2_mean": 19.98, "partial_current_h2_std": 2.85, "partial_current_liquid_mean": 25.94, "partial_current_liquid_std": 5.3, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.833-Pd-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.833-Pd-0.167", "voltage_mean": 3.1633333333333336, "voltage_std": 0.07234178138070231, "xrf composition": "Cu-0.865-Pd-0.135"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.865, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.135, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 9791.9, "current density": 150, "fe_c2h4_mean": 13.26, "fe_c2h4_std": 4.47, "fe_ch4_mean": 1.55, "fe_ch4_std": 1.25, "fe_co_mean": 38.85, "fe_co_std": 3.15, "fe_gas_total_mean": 75.83, "fe_gas_total_std": 3.43, "fe_h2_mean": 22.14, "fe_h2_std": 2.35, "fe_liquid_mean": 24.17, "fe_liquid_std": 3.43, "max_partial_current_c2h4_mean": 61, "max_partial_current_ch4_mean": 10.96, "max_partial_current_co_mean": 58.28, "max_partial_current_gas_total_mean": 208.91, "max_partial_current_h2_mean": 120.24, "max_partial_current_liquid_mean": 91.09, "partial_current_c2h4_mean": 19.9, "partial_current_c2h4_std": 6.71, "partial_current_ch4_mean": 2.33, "partial_current_ch4_std": 1.88, "partial_current_co_mean": 58.28, "partial_current_co_std": 4.73, "partial_current_gas_total_mean": 113.74, "partial_current_gas_total_std": 5.14, "partial_current_h2_mean": 33.2, "partial_current_h2_std": 3.53, "partial_current_liquid_mean": 36.26, "partial_current_liquid_std": 5.14, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.833-Pd-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.833-Pd-0.167", "voltage_mean": 3.356666666666667, "voltage_std": 0.07571877794400368, "xrf composition": "Cu-0.865-Pd-0.135"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.865, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.135, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 9791.9, "current density": 200, "fe_c2h4_mean": 21.33, "fe_c2h4_std": 1.38, "fe_ch4_mean": 2.25, "fe_ch4_std": 1.34, "fe_co_mean": 23.03, "fe_co_std": 0.34, "fe_gas_total_mean": 70.65, "fe_gas_total_std": 3.44, "fe_h2_mean": 24, "fe_h2_std": 3.59, "fe_liquid_mean": 29.35, "fe_liquid_std": 3.44, "max_partial_current_c2h4_mean": 61, "max_partial_current_ch4_mean": 10.96, "max_partial_current_co_mean": 58.28, "max_partial_current_gas_total_mean": 208.91, "max_partial_current_h2_mean": 120.24, "max_partial_current_liquid_mean": 91.09, "partial_current_c2h4_mean": 42.67, "partial_current_c2h4_std": 2.76, "partial_current_ch4_mean": 4.5, "partial_current_ch4_std": 2.67, "partial_current_co_mean": 46.06, "partial_current_co_std": 0.68, "partial_current_gas_total_mean": 141.31, "partial_current_gas_total_std": 6.88, "partial_current_h2_mean": 48, "partial_current_h2_std": 7.18, "partial_current_liquid_mean": 58.69, "partial_current_liquid_std": 6.88, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.833-Pd-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.833-Pd-0.167", "voltage_mean": 3.51, "voltage_std": 0.07211102550927966, "xrf composition": "Cu-0.865-Pd-0.135"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.865, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.135, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 9791.9, "current density": 300, "fe_c2h4_mean": 20.33, "fe_c2h4_std": 12.66, "fe_ch4_mean": 3.65, "fe_ch4_std": 1.96, "fe_co_mean": 5.54, "fe_co_std": 4.07, "fe_gas_total_mean": 69.64, "fe_gas_total_std": 0.18, "fe_h2_mean": 40.08, "fe_h2_std": 18.22, "fe_liquid_mean": 30.36, "fe_liquid_std": 0.18, "max_partial_current_c2h4_mean": 61, "max_partial_current_ch4_mean": 10.96, "max_partial_current_co_mean": 58.28, "max_partial_current_gas_total_mean": 208.91, "max_partial_current_h2_mean": 120.24, "max_partial_current_liquid_mean": 91.09, "partial_current_c2h4_mean": 61, "partial_current_c2h4_std": 37.98, "partial_current_ch4_mean": 10.96, "partial_current_ch4_std": 5.87, "partial_current_co_mean": 16.62, "partial_current_co_std": 12.22, "partial_current_gas_total_mean": 208.91, "partial_current_gas_total_std": 0.55, "partial_current_h2_mean": 120.24, "partial_current_h2_std": 54.65, "partial_current_liquid_mean": 91.09, "partial_current_liquid_std": 0.55, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.833-Pd-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.833-Pd-0.167", "voltage_mean": 3.72, "voltage_std": 0.06557438524302002, "xrf composition": "Cu-0.865-Pd-0.135"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.896, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.104, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 7693.39, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft7_240716_Cu-0.875-Pd-0.125_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.875-Pd-0.125", "voltage_mean": 2.7466666666666666, "voltage_std": 0.03785938897200161, "xrf composition": "Cu-0.896-Pd-0.104"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.896, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.104, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 7693.39, "current density": 50, "fe_c2h4_mean": 1.62, "fe_c2h4_std": 0.69, "fe_ch4_mean": 0.59, "fe_ch4_std": 0.43, "fe_co_mean": 30.13, "fe_co_std": 7.57, "fe_gas_total_mean": 64.12, "fe_gas_total_std": 5.43, "fe_h2_mean": 31.77, "fe_h2_std": 1.9, "fe_liquid_mean": 35.88, "fe_liquid_std": 5.43, "max_partial_current_c2h4_mean": 53.22, "max_partial_current_ch4_mean": 14.91, "max_partial_current_co_mean": 46.15, "max_partial_current_gas_total_mean": 219.27, "max_partial_current_h2_mean": 140.53, "max_partial_current_liquid_mean": 80.73, "partial_current_c2h4_mean": 0.81, "partial_current_c2h4_std": 0.34, "partial_current_ch4_mean": 0.29, "partial_current_ch4_std": 0.21, "partial_current_co_mean": 15.07, "partial_current_co_std": 3.78, "partial_current_gas_total_mean": 32.06, "partial_current_gas_total_std": 2.72, "partial_current_h2_mean": 15.89, "partial_current_h2_std": 0.95, "partial_current_liquid_mean": 17.94, "partial_current_liquid_std": 2.72, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.875-Pd-0.125_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.875-Pd-0.125", "voltage_mean": 2.9233333333333333, "voltage_std": 0.04509249752822921, "xrf composition": "Cu-0.896-Pd-0.104"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.896, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.104, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 7693.39, "current density": 100, "fe_c2h4_mean": 6.24, "fe_c2h4_std": 1.05, "fe_ch4_mean": 1.27, "fe_ch4_std": 0.51, "fe_co_mean": 46.15, "fe_co_std": 4.86, "fe_gas_total_mean": 77.79, "fe_gas_total_std": 2.36, "fe_h2_mean": 24.13, "fe_h2_std": 3.2, "fe_liquid_mean": 22.21, "fe_liquid_std": 2.36, "max_partial_current_c2h4_mean": 53.22, "max_partial_current_ch4_mean": 14.91, "max_partial_current_co_mean": 46.15, "max_partial_current_gas_total_mean": 219.27, "max_partial_current_h2_mean": 140.53, "max_partial_current_liquid_mean": 80.73, "partial_current_c2h4_mean": 6.24, "partial_current_c2h4_std": 1.05, "partial_current_ch4_mean": 1.27, "partial_current_ch4_std": 0.51, "partial_current_co_mean": 46.15, "partial_current_co_std": 4.86, "partial_current_gas_total_mean": 77.79, "partial_current_gas_total_std": 2.36, "partial_current_h2_mean": 24.13, "partial_current_h2_std": 3.2, "partial_current_liquid_mean": 22.21, "partial_current_liquid_std": 2.36, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.875-Pd-0.125_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.875-Pd-0.125", "voltage_mean": 3.16, "voltage_std": 0.0500000000000001, "xrf composition": "Cu-0.896-Pd-0.104"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.896, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.104, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 7693.39, "current density": 150, "fe_c2h4_mean": 16.18, "fe_c2h4_std": 1.59, "fe_ch4_mean": 2.34, "fe_ch4_std": 0.89, "fe_co_mean": 30.76, "fe_co_std": 6.47, "fe_gas_total_mean": 75.2, "fe_gas_total_std": 2.55, "fe_h2_mean": 25.89, "fe_h2_std": 3.07, "fe_liquid_mean": 24.8, "fe_liquid_std": 2.55, "max_partial_current_c2h4_mean": 53.22, "max_partial_current_ch4_mean": 14.91, "max_partial_current_co_mean": 46.15, "max_partial_current_gas_total_mean": 219.27, "max_partial_current_h2_mean": 140.53, "max_partial_current_liquid_mean": 80.73, "partial_current_c2h4_mean": 24.26, "partial_current_c2h4_std": 2.39, "partial_current_ch4_mean": 3.51, "partial_current_ch4_std": 1.34, "partial_current_co_mean": 46.14, "partial_current_co_std": 9.7, "partial_current_gas_total_mean": 112.8, "partial_current_gas_total_std": 3.83, "partial_current_h2_mean": 38.84, "partial_current_h2_std": 4.61, "partial_current_liquid_mean": 37.2, "partial_current_liquid_std": 3.83, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.875-Pd-0.125_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.875-Pd-0.125", "voltage_mean": 3.3366666666666664, "voltage_std": 0.05033222956847188, "xrf composition": "Cu-0.896-Pd-0.104"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.896, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.104, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 7693.39, "current density": 200, "fe_c2h4_mean": 22.37, "fe_c2h4_std": 1.94, "fe_ch4_mean": 3.41, "fe_ch4_std": 1.27, "fe_co_mean": 15.74, "fe_co_std": 6.13, "fe_gas_total_mean": 70.9, "fe_gas_total_std": 4.07, "fe_h2_mean": 29.34, "fe_h2_std": 2.37, "fe_liquid_mean": 29.1, "fe_liquid_std": 4.07, "max_partial_current_c2h4_mean": 53.22, "max_partial_current_ch4_mean": 14.91, "max_partial_current_co_mean": 46.15, "max_partial_current_gas_total_mean": 219.27, "max_partial_current_h2_mean": 140.53, "max_partial_current_liquid_mean": 80.73, "partial_current_c2h4_mean": 44.74, "partial_current_c2h4_std": 3.88, "partial_current_ch4_mean": 6.83, "partial_current_ch4_std": 2.54, "partial_current_co_mean": 31.47, "partial_current_co_std": 12.25, "partial_current_gas_total_mean": 141.79, "partial_current_gas_total_std": 8.13, "partial_current_h2_mean": 58.67, "partial_current_h2_std": 4.74, "partial_current_liquid_mean": 58.21, "partial_current_liquid_std": 8.13, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.875-Pd-0.125_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.875-Pd-0.125", "voltage_mean": 3.48, "voltage_std": 0.04999999999999982, "xrf composition": "Cu-0.896-Pd-0.104"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.896, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.104, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 7693.39, "current density": 300, "fe_c2h4_mean": 17.74, "fe_c2h4_std": 10.24, "fe_ch4_mean": 4.97, "fe_ch4_std": 1.97, "fe_co_mean": 3.51, "fe_co_std": 3.37, "fe_gas_total_mean": 73.09, "fe_gas_total_std": 5.66, "fe_h2_mean": 46.84, "fe_h2_std": 17.97, "fe_liquid_mean": 26.91, "fe_liquid_std": 5.66, "max_partial_current_c2h4_mean": 53.22, "max_partial_current_ch4_mean": 14.91, "max_partial_current_co_mean": 46.15, "max_partial_current_gas_total_mean": 219.27, "max_partial_current_h2_mean": 140.53, "max_partial_current_liquid_mean": 80.73, "partial_current_c2h4_mean": 53.22, "partial_current_c2h4_std": 30.73, "partial_current_ch4_mean": 14.91, "partial_current_ch4_std": 5.9, "partial_current_co_mean": 10.52, "partial_current_co_std": 10.1, "partial_current_gas_total_mean": 219.27, "partial_current_gas_total_std": 16.97, "partial_current_h2_mean": 140.53, "partial_current_h2_std": 53.92, "partial_current_liquid_mean": 80.73, "partial_current_liquid_std": 16.97, "reaction": "CO2R", "sample id": "uoft7_240716_Cu-0.875-Pd-0.125_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cu-0.875-Pd-0.125", "voltage_mean": 3.6933333333333334, "voltage_std": 0.03214550253664317, "xrf composition": "Cu-0.896-Pd-0.104"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.807, "Pt": 0, "Rh": 0.193, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 75329.03, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft7_240716_Pd-0.833-Rh-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.833-Rh-0.167", "voltage_mean": 2.5366666666666666, "voltage_std": 0.07023769168568478, "xrf composition": "Pd-0.807-Rh-0.193"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.807, "Pt": 0, "Rh": 0.193, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 75329.03, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 17.36, "fe_co_std": 1.35, "fe_gas_total_mean": 87.61, "fe_gas_total_std": 3.6, "fe_h2_mean": 70.22, "fe_h2_std": 2.34, "fe_liquid_mean": 12.39, "fe_liquid_std": 3.6, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 13.9, "max_partial_current_gas_total_mean": 246.63, "max_partial_current_h2_mean": 242.82, "max_partial_current_liquid_mean": 53.37, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.68, "partial_current_co_std": 0.68, "partial_current_gas_total_mean": 43.81, "partial_current_gas_total_std": 1.8, "partial_current_h2_mean": 35.11, "partial_current_h2_std": 1.17, "partial_current_liquid_mean": 6.19, "partial_current_liquid_std": 1.8, "reaction": "CO2R", "sample id": "uoft7_240716_Pd-0.833-Rh-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.833-Rh-0.167", "voltage_mean": 2.9599999999999995, "voltage_std": 0.03464101615137764, "xrf composition": "Pd-0.807-Rh-0.193"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.807, "Pt": 0, "Rh": 0.193, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 75329.03, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 12.77, "fe_co_std": 0.61, "fe_gas_total_mean": 90.32, "fe_gas_total_std": 3.96, "fe_h2_mean": 77.49, "fe_h2_std": 4.42, "fe_liquid_mean": 9.68, "fe_liquid_std": 3.96, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 13.9, "max_partial_current_gas_total_mean": 246.63, "max_partial_current_h2_mean": 242.82, "max_partial_current_liquid_mean": 53.37, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 12.77, "partial_current_co_std": 0.61, "partial_current_gas_total_mean": 90.32, "partial_current_gas_total_std": 3.96, "partial_current_h2_mean": 77.49, "partial_current_h2_std": 4.42, "partial_current_liquid_mean": 9.68, "partial_current_liquid_std": 3.96, "reaction": "CO2R", "sample id": "uoft7_240716_Pd-0.833-Rh-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.833-Rh-0.167", "voltage_mean": 3.233333333333333, "voltage_std": 0.030550504633038766, "xrf composition": "Pd-0.807-Rh-0.193"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.807, "Pt": 0, "Rh": 0.193, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 75329.03, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 9.27, "fe_co_std": 0.93, "fe_gas_total_mean": 89.55, "fe_gas_total_std": 2.56, "fe_h2_mean": 80.23, "fe_h2_std": 2.1, "fe_liquid_mean": 10.45, "fe_liquid_std": 2.56, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 13.9, "max_partial_current_gas_total_mean": 246.63, "max_partial_current_h2_mean": 242.82, "max_partial_current_liquid_mean": 53.37, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.9, "partial_current_co_std": 1.4, "partial_current_gas_total_mean": 134.32, "partial_current_gas_total_std": 3.84, "partial_current_h2_mean": 120.34, "partial_current_h2_std": 3.14, "partial_current_liquid_mean": 15.68, "partial_current_liquid_std": 3.84, "reaction": "CO2R", "sample id": "uoft7_240716_Pd-0.833-Rh-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.833-Rh-0.167", "voltage_mean": 3.42, "voltage_std": 0.03605551275463999, "xrf composition": "Pd-0.807-Rh-0.193"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.807, "Pt": 0, "Rh": 0.193, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 75329.03, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 6.12, "fe_co_std": 0.93, "fe_gas_total_mean": 84.37, "fe_gas_total_std": 2.3, "fe_h2_mean": 78.19, "fe_h2_std": 2.28, "fe_liquid_mean": 15.63, "fe_liquid_std": 2.3, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 13.9, "max_partial_current_gas_total_mean": 246.63, "max_partial_current_h2_mean": 242.82, "max_partial_current_liquid_mean": 53.37, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 12.24, "partial_current_co_std": 1.86, "partial_current_gas_total_mean": 168.74, "partial_current_gas_total_std": 4.6, "partial_current_h2_mean": 156.37, "partial_current_h2_std": 4.56, "partial_current_liquid_mean": 31.26, "partial_current_liquid_std": 4.6, "reaction": "CO2R", "sample id": "uoft7_240716_Pd-0.833-Rh-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.833-Rh-0.167", "voltage_mean": 3.5666666666666664, "voltage_std": 0.03511884584284265, "xrf composition": "Pd-0.807-Rh-0.193"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.807, "Pt": 0, "Rh": 0.193, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240716, "batch number": 7, "cost_per_gram": 75329.03, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 1.24, "fe_co_std": 0.19, "fe_gas_total_mean": 82.21, "fe_gas_total_std": 1.63, "fe_h2_mean": 80.94, "fe_h2_std": 1.52, "fe_liquid_mean": 17.79, "fe_liquid_std": 1.63, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 13.9, "max_partial_current_gas_total_mean": 246.63, "max_partial_current_h2_mean": 242.82, "max_partial_current_liquid_mean": 53.37, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 3.72, "partial_current_co_std": 0.58, "partial_current_gas_total_mean": 246.63, "partial_current_gas_total_std": 4.9, "partial_current_h2_mean": 242.82, "partial_current_h2_std": 4.56, "partial_current_liquid_mean": 53.37, "partial_current_liquid_std": 4.9, "reaction": "CO2R", "sample id": "uoft7_240716_Pd-0.833-Rh-0.167_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Pd-0.833-Rh-0.167", "voltage_mean": 3.65, "voltage_std": 0.04582575694955837, "xrf composition": "Pd-0.807-Rh-0.193"}, {"Ag": 0.239, "Au": 0, "Cd": 0.511, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.251, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 11844.35, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft8_241025_Ag-0.25-Cd-0.5-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.25-Cd-0.5-Pd-0.25", "voltage_mean": 2.7699999999999996, "voltage_std": 0.04582575694955826, "xrf composition": "Ag-0.239-Cd-0.511-Pd-0.251"}, {"Ag": 0.239, "Au": 0, "Cd": 0.511, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.251, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 11844.35, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.01, "fe_co_mean": 32.64, "fe_co_std": 8.1, "fe_gas_total_mean": 86.46, "fe_gas_total_std": 8.68, "fe_h2_mean": 53.69, "fe_h2_std": 2.7, "fe_liquid_mean": 13.54, "fe_liquid_std": 8.68, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 53.85, "max_partial_current_gas_total_mean": 222.36, "max_partial_current_h2_mean": 200.17, "max_partial_current_liquid_mean": 77.64, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.32, "partial_current_co_std": 4.05, "partial_current_gas_total_mean": 43.23, "partial_current_gas_total_std": 4.34, "partial_current_h2_mean": 26.84, "partial_current_h2_std": 1.35, "partial_current_liquid_mean": 6.77, "partial_current_liquid_std": 4.34, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.25-Cd-0.5-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.25-Cd-0.5-Pd-0.25", "voltage_mean": 3.033333333333333, "voltage_std": 0.04618802153517013, "xrf composition": "Ag-0.239-Cd-0.511-Pd-0.251"}, {"Ag": 0.239, "Au": 0, "Cd": 0.511, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.251, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 11844.35, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.03, "fe_co_mean": 38.69, "fe_co_std": 8.68, "fe_gas_total_mean": 82.69, "fe_gas_total_std": 11.12, "fe_h2_mean": 43.85, "fe_h2_std": 6.35, "fe_liquid_mean": 17.31, "fe_liquid_std": 11.12, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 53.85, "max_partial_current_gas_total_mean": 222.36, "max_partial_current_h2_mean": 200.17, "max_partial_current_liquid_mean": 77.64, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 38.69, "partial_current_co_std": 8.68, "partial_current_gas_total_mean": 82.69, "partial_current_gas_total_std": 11.12, "partial_current_h2_mean": 43.85, "partial_current_h2_std": 6.35, "partial_current_liquid_mean": 17.31, "partial_current_liquid_std": 11.12, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.25-Cd-0.5-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.25-Cd-0.5-Pd-0.25", "voltage_mean": 3.3166666666666664, "voltage_std": 0.07094598884597571, "xrf composition": "Ag-0.239-Cd-0.511-Pd-0.251"}, {"Ag": 0.239, "Au": 0, "Cd": 0.511, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.251, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 11844.35, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.03, "fe_co_mean": 35.9, "fe_co_std": 8.75, "fe_gas_total_mean": 70.59, "fe_gas_total_std": 4.19, "fe_h2_mean": 34.57, "fe_h2_std": 10.31, "fe_liquid_mean": 29.41, "fe_liquid_std": 4.19, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 53.85, "max_partial_current_gas_total_mean": 222.36, "max_partial_current_h2_mean": 200.17, "max_partial_current_liquid_mean": 77.64, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 53.85, "partial_current_co_std": 13.12, "partial_current_gas_total_mean": 105.88, "partial_current_gas_total_std": 6.29, "partial_current_h2_mean": 51.86, "partial_current_h2_std": 15.47, "partial_current_liquid_mean": 44.12, "partial_current_liquid_std": 6.29, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.25-Cd-0.5-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.25-Cd-0.5-Pd-0.25", "voltage_mean": 3.4966666666666666, "voltage_std": 0.061101009266077776, "xrf composition": "Ag-0.239-Cd-0.511-Pd-0.251"}, {"Ag": 0.239, "Au": 0, "Cd": 0.511, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.251, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 11844.35, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.02, "fe_co_mean": 15.62, "fe_co_std": 11.08, "fe_gas_total_mean": 76.36, "fe_gas_total_std": 4.86, "fe_h2_mean": 60.65, "fe_h2_std": 14.72, "fe_liquid_mean": 23.64, "fe_liquid_std": 4.86, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 53.85, "max_partial_current_gas_total_mean": 222.36, "max_partial_current_h2_mean": 200.17, "max_partial_current_liquid_mean": 77.64, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.16, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 31.24, "partial_current_co_std": 22.17, "partial_current_gas_total_mean": 152.73, "partial_current_gas_total_std": 9.73, "partial_current_h2_mean": 121.29, "partial_current_h2_std": 29.44, "partial_current_liquid_mean": 47.27, "partial_current_liquid_std": 9.73, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.25-Cd-0.5-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.25-Cd-0.5-Pd-0.25", "voltage_mean": 3.6466666666666665, "voltage_std": 0.06658328118479408, "xrf composition": "Ag-0.239-Cd-0.511-Pd-0.251"}, {"Ag": 0.239, "Au": 0, "Cd": 0.511, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.251, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 11844.35, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.01, "fe_co_mean": 7.32, "fe_co_std": 3.26, "fe_gas_total_mean": 74.12, "fe_gas_total_std": 8.57, "fe_h2_mean": 66.72, "fe_h2_std": 11.62, "fe_liquid_mean": 25.88, "fe_liquid_std": 8.57, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 53.85, "max_partial_current_gas_total_mean": 222.36, "max_partial_current_h2_mean": 200.17, "max_partial_current_liquid_mean": 77.64, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.2, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 21.96, "partial_current_co_std": 9.79, "partial_current_gas_total_mean": 222.36, "partial_current_gas_total_std": 25.72, "partial_current_h2_mean": 200.17, "partial_current_h2_std": 34.87, "partial_current_liquid_mean": 77.64, "partial_current_liquid_std": 25.72, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.25-Cd-0.5-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.25-Cd-0.5-Pd-0.25", "voltage_mean": 3.8000000000000003, "voltage_std": 0.0754983443527074, "xrf composition": "Ag-0.239-Cd-0.511-Pd-0.251"}, {"Ag": 0.235, "Au": 0, "Cd": 0.765, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 365.16, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft8_241025_Ag-0.333-Cd-0.667_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.333-Cd-0.667", "voltage_mean": 2.875, "voltage_std": 0.03535533905932725, "xrf composition": "Ag-0.235-Cd-0.765"}, {"Ag": 0.235, "Au": 0, "Cd": 0.765, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 365.16, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 42.3, "fe_co_std": 2.28, "fe_gas_total_mean": 64.67, "fe_gas_total_std": 3.87, "fe_h2_mean": 22.3, "fe_h2_std": 6.17, "fe_liquid_mean": 35.33, "fe_liquid_std": 3.87, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 58.22, "max_partial_current_gas_total_mean": 219.18, "max_partial_current_h2_mean": 199.11, "max_partial_current_liquid_mean": 80.82, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.15, "partial_current_co_std": 1.14, "partial_current_gas_total_mean": 32.34, "partial_current_gas_total_std": 1.94, "partial_current_h2_mean": 11.15, "partial_current_h2_std": 3.08, "partial_current_liquid_mean": 17.66, "partial_current_liquid_std": 1.94, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.333-Cd-0.667_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.333-Cd-0.667", "voltage_mean": 2.95, "voltage_std": 0, "xrf composition": "Ag-0.235-Cd-0.765"}, {"Ag": 0.235, "Au": 0, "Cd": 0.765, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 365.16, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 44.76, "fe_co_std": 1.15, "fe_gas_total_mean": 63.66, "fe_gas_total_std": 1.93, "fe_h2_mean": 18.84, "fe_h2_std": 3.09, "fe_liquid_mean": 36.34, "fe_liquid_std": 1.93, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 58.22, "max_partial_current_gas_total_mean": 219.18, "max_partial_current_h2_mean": 199.11, "max_partial_current_liquid_mean": 80.82, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 44.76, "partial_current_co_std": 1.15, "partial_current_gas_total_mean": 63.66, "partial_current_gas_total_std": 1.93, "partial_current_h2_mean": 18.84, "partial_current_h2_std": 3.09, "partial_current_liquid_mean": 36.34, "partial_current_liquid_std": 1.93, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.333-Cd-0.667_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.333-Cd-0.667", "voltage_mean": 3.21, "voltage_std": 0, "xrf composition": "Ag-0.235-Cd-0.765"}, {"Ag": 0.235, "Au": 0, "Cd": 0.765, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 365.16, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 38.82, "fe_co_std": 5.83, "fe_gas_total_mean": 59.26, "fe_gas_total_std": 0.43, "fe_h2_mean": 20.4, "fe_h2_std": 5.4, "fe_liquid_mean": 40.74, "fe_liquid_std": 0.43, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 58.22, "max_partial_current_gas_total_mean": 219.18, "max_partial_current_h2_mean": 199.11, "max_partial_current_liquid_mean": 80.82, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 58.22, "partial_current_co_std": 8.75, "partial_current_gas_total_mean": 88.9, "partial_current_gas_total_std": 0.65, "partial_current_h2_mean": 30.59, "partial_current_h2_std": 8.09, "partial_current_liquid_mean": 61.1, "partial_current_liquid_std": 0.65, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.333-Cd-0.667_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.333-Cd-0.667", "voltage_mean": 3.4050000000000002, "voltage_std": 0.06363961030678965, "xrf composition": "Ag-0.235-Cd-0.765"}, {"Ag": 0.235, "Au": 0, "Cd": 0.765, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 365.16, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.03, "fe_co_mean": 24.16, "fe_co_std": 15.9, "fe_gas_total_mean": 62.2, "fe_gas_total_std": 7.2, "fe_h2_mean": 37.97, "fe_h2_std": 23.07, "fe_liquid_mean": 37.8, "fe_liquid_std": 7.2, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 58.22, "max_partial_current_gas_total_mean": 219.18, "max_partial_current_h2_mean": 199.11, "max_partial_current_liquid_mean": 80.82, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 48.31, "partial_current_co_std": 31.81, "partial_current_gas_total_mean": 124.4, "partial_current_gas_total_std": 14.4, "partial_current_h2_mean": 75.94, "partial_current_h2_std": 46.13, "partial_current_liquid_mean": 75.6, "partial_current_liquid_std": 14.4, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.333-Cd-0.667_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.333-Cd-0.667", "voltage_mean": 3.57, "voltage_std": 0.08485281374238578, "xrf composition": "Ag-0.235-Cd-0.765"}, {"Ag": 0.235, "Au": 0, "Cd": 0.765, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 365.16, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 6.63, "fe_co_std": 1.92, "fe_gas_total_mean": 73.06, "fe_gas_total_std": 4.88, "fe_h2_mean": 66.37, "fe_h2_std": 6.79, "fe_liquid_mean": 26.94, "fe_liquid_std": 4.88, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 58.22, "max_partial_current_gas_total_mean": 219.18, "max_partial_current_h2_mean": 199.11, "max_partial_current_liquid_mean": 80.82, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 19.89, "partial_current_co_std": 5.77, "partial_current_gas_total_mean": 219.18, "partial_current_gas_total_std": 14.64, "partial_current_h2_mean": 199.11, "partial_current_h2_std": 20.36, "partial_current_liquid_mean": 80.82, "partial_current_liquid_std": 14.64, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.333-Cd-0.667_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Ag-0.333-Cd-0.667", "voltage_mean": 3.755, "voltage_std": 0.03535533905932725, "xrf composition": "Ag-0.235-Cd-0.765"}, {"Ag": 0.484, "Au": 0, "Cd": 0.516, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 748.98, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft8_241025_Ag-0.5-Cd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.5-Cd-0.5", "voltage_mean": 2.86, "voltage_std": 0.060827625302982115, "xrf composition": "Ag-0.484-Cd-0.516"}, {"Ag": 0.484, "Au": 0, "Cd": 0.516, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 748.98, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 48.32, "fe_co_std": 7.19, "fe_gas_total_mean": 66.9, "fe_gas_total_std": 10.26, "fe_h2_mean": 18.52, "fe_h2_std": 3.07, "fe_liquid_mean": 33.1, "fe_liquid_std": 10.26, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 74.07, "max_partial_current_gas_total_mean": 201.92, "max_partial_current_h2_mean": 168.38, "max_partial_current_liquid_mean": 98.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 24.16, "partial_current_co_std": 3.59, "partial_current_gas_total_mean": 33.45, "partial_current_gas_total_std": 5.13, "partial_current_h2_mean": 9.26, "partial_current_h2_std": 1.53, "partial_current_liquid_mean": 16.55, "partial_current_liquid_std": 5.13, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.5-Cd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.5-Cd-0.5", "voltage_mean": 2.973333333333333, "voltage_std": 0.040414518843273836, "xrf composition": "Ag-0.484-Cd-0.516"}, {"Ag": 0.484, "Au": 0, "Cd": 0.516, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 748.98, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 49.71, "fe_co_std": 6.73, "fe_gas_total_mean": 66.28, "fe_gas_total_std": 8.71, "fe_h2_mean": 16.53, "fe_h2_std": 1.97, "fe_liquid_mean": 33.72, "fe_liquid_std": 8.71, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 74.07, "max_partial_current_gas_total_mean": 201.92, "max_partial_current_h2_mean": 168.38, "max_partial_current_liquid_mean": 98.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 49.71, "partial_current_co_std": 6.73, "partial_current_gas_total_mean": 66.28, "partial_current_gas_total_std": 8.71, "partial_current_h2_mean": 16.53, "partial_current_h2_std": 1.97, "partial_current_liquid_mean": 33.72, "partial_current_liquid_std": 8.71, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.5-Cd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.5-Cd-0.5", "voltage_mean": 3.2533333333333334, "voltage_std": 0.05773502691896237, "xrf composition": "Ag-0.484-Cd-0.516"}, {"Ag": 0.484, "Au": 0, "Cd": 0.516, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 748.98, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 49.08, "fe_co_std": 5.88, "fe_gas_total_mean": 64.3, "fe_gas_total_std": 8.13, "fe_h2_mean": 15.18, "fe_h2_std": 2.48, "fe_liquid_mean": 35.7, "fe_liquid_std": 8.13, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 74.07, "max_partial_current_gas_total_mean": 201.92, "max_partial_current_h2_mean": 168.38, "max_partial_current_liquid_mean": 98.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 73.62, "partial_current_co_std": 8.82, "partial_current_gas_total_mean": 96.44, "partial_current_gas_total_std": 12.19, "partial_current_h2_mean": 22.76, "partial_current_h2_std": 3.72, "partial_current_liquid_mean": 53.56, "partial_current_liquid_std": 12.19, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.5-Cd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.5-Cd-0.5", "voltage_mean": 3.393333333333333, "voltage_std": 0.05033222956847165, "xrf composition": "Ag-0.484-Cd-0.516"}, {"Ag": 0.484, "Au": 0, "Cd": 0.516, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 748.98, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.04, "fe_co_mean": 37.03, "fe_co_std": 20.14, "fe_gas_total_mean": 64.79, "fe_gas_total_std": 3.1, "fe_h2_mean": 27.68, "fe_h2_std": 20.9, "fe_liquid_mean": 35.21, "fe_liquid_std": 3.1, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 74.07, "max_partial_current_gas_total_mean": 201.92, "max_partial_current_h2_mean": 168.38, "max_partial_current_liquid_mean": 98.08, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.08, "partial_current_co_mean": 74.07, "partial_current_co_std": 40.27, "partial_current_gas_total_mean": 129.57, "partial_current_gas_total_std": 6.2, "partial_current_h2_mean": 55.37, "partial_current_h2_std": 41.79, "partial_current_liquid_mean": 70.43, "partial_current_liquid_std": 6.2, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.5-Cd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.5-Cd-0.5", "voltage_mean": 3.5533333333333332, "voltage_std": 0.0550757054728608, "xrf composition": "Ag-0.484-Cd-0.516"}, {"Ag": 0.484, "Au": 0, "Cd": 0.516, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 748.98, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 11.11, "fe_co_std": 4.95, "fe_gas_total_mean": 67.31, "fe_gas_total_std": 10.75, "fe_h2_mean": 56.13, "fe_h2_std": 14.24, "fe_liquid_mean": 32.69, "fe_liquid_std": 10.75, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 74.07, "max_partial_current_gas_total_mean": 201.92, "max_partial_current_h2_mean": 168.38, "max_partial_current_liquid_mean": 98.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.16, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 33.34, "partial_current_co_std": 14.84, "partial_current_gas_total_mean": 201.92, "partial_current_gas_total_std": 32.25, "partial_current_h2_mean": 168.38, "partial_current_h2_std": 42.71, "partial_current_liquid_mean": 98.08, "partial_current_liquid_std": 32.25, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.5-Cd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.5-Cd-0.5", "voltage_mean": 3.7899999999999996, "voltage_std": 0.036055512754639835, "xrf composition": "Ag-0.484-Cd-0.516"}, {"Ag": 0.566, "Au": 0, "Cd": 0.434, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 877.11, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft8_241025_Ag-0.6-Cd-0.4_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.6-Cd-0.4", "voltage_mean": 2.8433333333333337, "voltage_std": 0.1266227994214838, "xrf composition": "Ag-0.566-Cd-0.434"}, {"Ag": 0.566, "Au": 0, "Cd": 0.434, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 877.11, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.04, "fe_co_mean": 39.81, "fe_co_std": 18.75, "fe_gas_total_mean": 74.26, "fe_gas_total_std": 3.25, "fe_h2_mean": 34.34, "fe_h2_std": 18.61, "fe_liquid_mean": 25.74, "fe_liquid_std": 3.25, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 61.15, "max_partial_current_gas_total_mean": 227.21, "max_partial_current_h2_mean": 206.05, "max_partial_current_liquid_mean": 72.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 19.9, "partial_current_co_std": 9.37, "partial_current_gas_total_mean": 37.13, "partial_current_gas_total_std": 1.63, "partial_current_h2_mean": 17.17, "partial_current_h2_std": 9.31, "partial_current_liquid_mean": 12.87, "partial_current_liquid_std": 1.63, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.6-Cd-0.4_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.6-Cd-0.4", "voltage_mean": 2.986666666666667, "voltage_std": 0.02516611478423576, "xrf composition": "Ag-0.566-Cd-0.434"}, {"Ag": 0.566, "Au": 0, "Cd": 0.434, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 877.11, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.03, "fe_co_mean": 41.57, "fe_co_std": 17.8, "fe_gas_total_mean": 70.69, "fe_gas_total_std": 4.01, "fe_h2_mean": 29.04, "fe_h2_std": 15.24, "fe_liquid_mean": 29.31, "fe_liquid_std": 4.01, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 61.15, "max_partial_current_gas_total_mean": 227.21, "max_partial_current_h2_mean": 206.05, "max_partial_current_liquid_mean": 72.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 41.57, "partial_current_co_std": 17.8, "partial_current_gas_total_mean": 70.69, "partial_current_gas_total_std": 4.01, "partial_current_h2_mean": 29.04, "partial_current_h2_std": 15.24, "partial_current_liquid_mean": 29.31, "partial_current_liquid_std": 4.01, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.6-Cd-0.4_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.6-Cd-0.4", "voltage_mean": 3.266666666666667, "voltage_std": 0.05773502691896237, "xrf composition": "Ag-0.566-Cd-0.434"}, {"Ag": 0.566, "Au": 0, "Cd": 0.434, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 877.11, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 40.77, "fe_co_std": 17.13, "fe_gas_total_mean": 66.99, "fe_gas_total_std": 4.38, "fe_h2_mean": 26.16, "fe_h2_std": 14.9, "fe_liquid_mean": 33.01, "fe_liquid_std": 4.38, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 61.15, "max_partial_current_gas_total_mean": 227.21, "max_partial_current_h2_mean": 206.05, "max_partial_current_liquid_mean": 72.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 61.15, "partial_current_co_std": 25.69, "partial_current_gas_total_mean": 100.49, "partial_current_gas_total_std": 6.57, "partial_current_h2_mean": 39.24, "partial_current_h2_std": 22.35, "partial_current_liquid_mean": 49.51, "partial_current_liquid_std": 6.57, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.6-Cd-0.4_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.6-Cd-0.4", "voltage_mean": 3.41, "voltage_std": 0.050000000000000155, "xrf composition": "Ag-0.566-Cd-0.434"}, {"Ag": 0.566, "Au": 0, "Cd": 0.434, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 877.11, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.01, "fe_co_mean": 19.33, "fe_co_std": 6.56, "fe_gas_total_mean": 72.3, "fe_gas_total_std": 4.24, "fe_h2_mean": 52.89, "fe_h2_std": 8.98, "fe_liquid_mean": 27.7, "fe_liquid_std": 4.24, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 61.15, "max_partial_current_gas_total_mean": 227.21, "max_partial_current_h2_mean": 206.05, "max_partial_current_liquid_mean": 72.79, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.13, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 38.67, "partial_current_co_std": 13.12, "partial_current_gas_total_mean": 144.61, "partial_current_gas_total_std": 8.48, "partial_current_h2_mean": 105.77, "partial_current_h2_std": 17.97, "partial_current_liquid_mean": 55.39, "partial_current_liquid_std": 8.48, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.6-Cd-0.4_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.6-Cd-0.4", "voltage_mean": 3.573333333333333, "voltage_std": 0.07767453465154049, "xrf composition": "Ag-0.566-Cd-0.434"}, {"Ag": 0.566, "Au": 0, "Cd": 0.434, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 877.11, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 7, "fe_co_std": 4.55, "fe_gas_total_mean": 75.74, "fe_gas_total_std": 3.46, "fe_h2_mean": 68.68, "fe_h2_std": 7.44, "fe_liquid_mean": 24.26, "fe_liquid_std": 3.46, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 61.15, "max_partial_current_gas_total_mean": 227.21, "max_partial_current_h2_mean": 206.05, "max_partial_current_liquid_mean": 72.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 21.01, "partial_current_co_std": 13.65, "partial_current_gas_total_mean": 227.21, "partial_current_gas_total_std": 10.39, "partial_current_h2_mean": 206.05, "partial_current_h2_std": 22.31, "partial_current_liquid_mean": 72.79, "partial_current_liquid_std": 10.39, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.6-Cd-0.4_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.6-Cd-0.4", "voltage_mean": 3.7399999999999998, "voltage_std": 0.055677643628300286, "xrf composition": "Ag-0.566-Cd-0.434"}, {"Ag": 0.681, "Au": 0, "Cd": 0.319, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 1058.28, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft8_241025_Ag-0.75-Cd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.75-Cd-0.25", "voltage_mean": 2.936666666666667, "voltage_std": 0.030550504633039093, "xrf composition": "Ag-0.681-Cd-0.319"}, {"Ag": 0.681, "Au": 0, "Cd": 0.319, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 1058.28, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.01, "fe_co_mean": 44.37, "fe_co_std": 4.8, "fe_gas_total_mean": 76.19, "fe_gas_total_std": 1.54, "fe_h2_mean": 31.71, "fe_h2_std": 5.28, "fe_liquid_mean": 23.81, "fe_liquid_std": 1.54, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 59.1, "max_partial_current_gas_total_mean": 223.74, "max_partial_current_h2_mean": 191.14, "max_partial_current_liquid_mean": 76.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 22.19, "partial_current_co_std": 2.4, "partial_current_gas_total_mean": 38.09, "partial_current_gas_total_std": 0.77, "partial_current_h2_mean": 15.85, "partial_current_h2_std": 2.64, "partial_current_liquid_mean": 11.91, "partial_current_liquid_std": 0.77, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.75-Cd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.75-Cd-0.25", "voltage_mean": 3.043333333333333, "voltage_std": 0.032145502536643084, "xrf composition": "Ag-0.681-Cd-0.319"}, {"Ag": 0.681, "Au": 0, "Cd": 0.319, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 1058.28, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 47.06, "fe_co_std": 2.21, "fe_gas_total_mean": 72.67, "fe_gas_total_std": 2.69, "fe_h2_mean": 25.53, "fe_h2_std": 4.78, "fe_liquid_mean": 27.33, "fe_liquid_std": 2.69, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 59.1, "max_partial_current_gas_total_mean": 223.74, "max_partial_current_h2_mean": 191.14, "max_partial_current_liquid_mean": 76.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 47.06, "partial_current_co_std": 2.21, "partial_current_gas_total_mean": 72.67, "partial_current_gas_total_std": 2.69, "partial_current_h2_mean": 25.53, "partial_current_h2_std": 4.78, "partial_current_liquid_mean": 27.33, "partial_current_liquid_std": 2.69, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.75-Cd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.75-Cd-0.25", "voltage_mean": 3.31, "voltage_std": 0.04358898943540679, "xrf composition": "Ag-0.681-Cd-0.319"}, {"Ag": 0.681, "Au": 0, "Cd": 0.319, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 1058.28, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.02, "fe_co_mean": 39.4, "fe_co_std": 12.5, "fe_gas_total_mean": 71.29, "fe_gas_total_std": 3.02, "fe_h2_mean": 31.82, "fe_h2_std": 15.36, "fe_liquid_mean": 28.71, "fe_liquid_std": 3.02, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 59.1, "max_partial_current_gas_total_mean": 223.74, "max_partial_current_h2_mean": 191.14, "max_partial_current_liquid_mean": 76.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 59.1, "partial_current_co_std": 18.76, "partial_current_gas_total_mean": 106.94, "partial_current_gas_total_std": 4.54, "partial_current_h2_mean": 47.74, "partial_current_h2_std": 23.04, "partial_current_liquid_mean": 43.06, "partial_current_liquid_std": 4.54, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.75-Cd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.75-Cd-0.25", "voltage_mean": 3.5066666666666664, "voltage_std": 0.06506407098647711, "xrf composition": "Ag-0.681-Cd-0.319"}, {"Ag": 0.681, "Au": 0, "Cd": 0.319, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 1058.28, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 27.97, "fe_co_std": 17.97, "fe_gas_total_mean": 71.36, "fe_gas_total_std": 7.47, "fe_h2_mean": 43.34, "fe_h2_std": 25.35, "fe_liquid_mean": 28.64, "fe_liquid_std": 7.47, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 59.1, "max_partial_current_gas_total_mean": 223.74, "max_partial_current_h2_mean": 191.14, "max_partial_current_liquid_mean": 76.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 55.93, "partial_current_co_std": 35.94, "partial_current_gas_total_mean": 142.72, "partial_current_gas_total_std": 14.95, "partial_current_h2_mean": 86.69, "partial_current_h2_std": 50.71, "partial_current_liquid_mean": 57.28, "partial_current_liquid_std": 14.95, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.75-Cd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.75-Cd-0.25", "voltage_mean": 3.6133333333333333, "voltage_std": 0.041633319989322674, "xrf composition": "Ag-0.681-Cd-0.319"}, {"Ag": 0.681, "Au": 0, "Cd": 0.319, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 1058.28, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.02, "fe_co_mean": 10.8, "fe_co_std": 6.58, "fe_gas_total_mean": 74.58, "fe_gas_total_std": 5.1, "fe_h2_mean": 63.71, "fe_h2_std": 11.7, "fe_liquid_mean": 25.42, "fe_liquid_std": 5.1, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 59.1, "max_partial_current_gas_total_mean": 223.74, "max_partial_current_h2_mean": 191.14, "max_partial_current_liquid_mean": 76.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.17, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 32.4, "partial_current_co_std": 19.75, "partial_current_gas_total_mean": 223.74, "partial_current_gas_total_std": 15.29, "partial_current_h2_mean": 191.14, "partial_current_h2_std": 35.09, "partial_current_liquid_mean": 76.26, "partial_current_liquid_std": 15.29, "reaction": "CO2R", "sample id": "uoft8_241025_Ag-0.75-Cd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Ag-0.75-Cd-0.25", "voltage_mean": 3.7866666666666666, "voltage_std": 0.06027713773341715, "xrf composition": "Ag-0.681-Cd-0.319"}, {"Ag": 0, "Au": 0.333, "Cd": 0.463, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.204, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 68168.45, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft8_241025_Au-0.25-Cd-0.5-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Cd-0.5-Pd-0.25", "voltage_mean": 2.6666666666666665, "voltage_std": 0.05033222956847165, "xrf composition": "Au-0.333-Cd-0.463-Pd-0.204"}, {"Ag": 0, "Au": 0.333, "Cd": 0.463, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.204, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 68168.45, "current density": 50, "fe_c2h4_mean": 0.05, "fe_c2h4_std": 0.09, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 24.68, "fe_co_std": 0.69, "fe_gas_total_mean": 86.13, "fe_gas_total_std": 0.66, "fe_h2_mean": 61.37, "fe_h2_std": 1.17, "fe_liquid_mean": 13.87, "fe_liquid_std": 0.66, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 54.49, "max_partial_current_gas_total_mean": 234.51, "max_partial_current_h2_mean": 214.38, "max_partial_current_liquid_mean": 65.49, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0.05, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.34, "partial_current_co_std": 0.35, "partial_current_gas_total_mean": 43.06, "partial_current_gas_total_std": 0.33, "partial_current_h2_mean": 30.68, "partial_current_h2_std": 0.59, "partial_current_liquid_mean": 6.94, "partial_current_liquid_std": 0.33, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.25-Cd-0.5-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Cd-0.5-Pd-0.25", "voltage_mean": 2.953333333333333, "voltage_std": 0.04509249752822881, "xrf composition": "Au-0.333-Cd-0.463-Pd-0.204"}, {"Ag": 0, "Au": 0.333, "Cd": 0.463, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.204, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 68168.45, "current density": 100, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 31.01, "fe_co_std": 2.89, "fe_gas_total_mean": 82.49, "fe_gas_total_std": 2.43, "fe_h2_mean": 51.43, "fe_h2_std": 5.16, "fe_liquid_mean": 17.51, "fe_liquid_std": 2.43, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 54.49, "max_partial_current_gas_total_mean": 234.51, "max_partial_current_h2_mean": 214.38, "max_partial_current_liquid_mean": 65.49, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 31.01, "partial_current_co_std": 2.89, "partial_current_gas_total_mean": 82.49, "partial_current_gas_total_std": 2.43, "partial_current_h2_mean": 51.43, "partial_current_h2_std": 5.16, "partial_current_liquid_mean": 17.51, "partial_current_liquid_std": 2.43, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.25-Cd-0.5-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Cd-0.5-Pd-0.25", "voltage_mean": 3.2733333333333334, "voltage_std": 0.08504900548115386, "xrf composition": "Au-0.333-Cd-0.463-Pd-0.204"}, {"Ag": 0, "Au": 0.333, "Cd": 0.463, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.204, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 68168.45, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 31.11, "fe_co_std": 3.78, "fe_gas_total_mean": 77.39, "fe_gas_total_std": 3.84, "fe_h2_mean": 46.23, "fe_h2_std": 7.34, "fe_liquid_mean": 22.61, "fe_liquid_std": 3.84, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 54.49, "max_partial_current_gas_total_mean": 234.51, "max_partial_current_h2_mean": 214.38, "max_partial_current_liquid_mean": 65.49, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 46.66, "partial_current_co_std": 5.68, "partial_current_gas_total_mean": 116.08, "partial_current_gas_total_std": 5.76, "partial_current_h2_mean": 69.35, "partial_current_h2_std": 11.02, "partial_current_liquid_mean": 33.92, "partial_current_liquid_std": 5.76, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.25-Cd-0.5-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Cd-0.5-Pd-0.25", "voltage_mean": 3.453333333333333, "voltage_std": 0.05131601439446876, "xrf composition": "Au-0.333-Cd-0.463-Pd-0.204"}, {"Ag": 0, "Au": 0.333, "Cd": 0.463, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.204, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 68168.45, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 27.25, "fe_co_std": 4.04, "fe_gas_total_mean": 73.69, "fe_gas_total_std": 2.45, "fe_h2_mean": 46.39, "fe_h2_std": 6.02, "fe_liquid_mean": 26.31, "fe_liquid_std": 2.45, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 54.49, "max_partial_current_gas_total_mean": 234.51, "max_partial_current_h2_mean": 214.38, "max_partial_current_liquid_mean": 65.49, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 54.49, "partial_current_co_std": 8.08, "partial_current_gas_total_mean": 147.37, "partial_current_gas_total_std": 4.9, "partial_current_h2_mean": 92.79, "partial_current_h2_std": 12.04, "partial_current_liquid_mean": 52.63, "partial_current_liquid_std": 4.9, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.25-Cd-0.5-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Cd-0.5-Pd-0.25", "voltage_mean": 3.6233333333333335, "voltage_std": 0.0550757054728613, "xrf composition": "Au-0.333-Cd-0.463-Pd-0.204"}, {"Ag": 0, "Au": 0.333, "Cd": 0.463, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.204, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 68168.45, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 6.66, "fe_co_std": 0.25, "fe_gas_total_mean": 78.17, "fe_gas_total_std": 2.22, "fe_h2_mean": 71.46, "fe_h2_std": 2.45, "fe_liquid_mean": 21.83, "fe_liquid_std": 2.22, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 54.49, "max_partial_current_gas_total_mean": 234.51, "max_partial_current_h2_mean": 214.38, "max_partial_current_liquid_mean": 65.49, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.13, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 19.98, "partial_current_co_std": 0.76, "partial_current_gas_total_mean": 234.51, "partial_current_gas_total_std": 6.66, "partial_current_h2_mean": 214.38, "partial_current_h2_std": 7.34, "partial_current_liquid_mean": 65.49, "partial_current_liquid_std": 6.66, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.25-Cd-0.5-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Cd-0.5-Pd-0.25", "voltage_mean": 3.8000000000000003, "voltage_std": 0.03605551275463965, "xrf composition": "Au-0.333-Cd-0.463-Pd-0.204"}, {"Ag": 0, "Au": 0.262, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.738, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 79717.25, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft8_241025_Au-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.333-Pd-0.667", "voltage_mean": 2.4, "voltage_std": 0.04358898943540689, "xrf composition": "Au-0.262-Pd-0.738"}, {"Ag": 0, "Au": 0.262, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.738, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 79717.25, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.02, "fe_co_mean": 14.12, "fe_co_std": 1.92, "fe_gas_total_mean": 84.69, "fe_gas_total_std": 3.94, "fe_h2_mean": 70.55, "fe_h2_std": 5.84, "fe_liquid_mean": 15.31, "fe_liquid_std": 3.94, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 10.84, "max_partial_current_gas_total_mean": 239.69, "max_partial_current_h2_mean": 232.55, "max_partial_current_liquid_mean": 60.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 7.06, "partial_current_co_std": 0.96, "partial_current_gas_total_mean": 42.35, "partial_current_gas_total_std": 1.97, "partial_current_h2_mean": 35.27, "partial_current_h2_std": 2.92, "partial_current_liquid_mean": 7.65, "partial_current_liquid_std": 1.97, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.333-Pd-0.667", "voltage_mean": 2.9633333333333334, "voltage_std": 0.005773502691896263, "xrf composition": "Au-0.262-Pd-0.738"}, {"Ag": 0, "Au": 0.262, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.738, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 79717.25, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.02, "fe_co_mean": 10.84, "fe_co_std": 1.22, "fe_gas_total_mean": 84.37, "fe_gas_total_std": 3.86, "fe_h2_mean": 73.5, "fe_h2_std": 4.97, "fe_liquid_mean": 15.63, "fe_liquid_std": 3.86, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 10.84, "max_partial_current_gas_total_mean": 239.69, "max_partial_current_h2_mean": 232.55, "max_partial_current_liquid_mean": 60.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 10.84, "partial_current_co_std": 1.22, "partial_current_gas_total_mean": 84.37, "partial_current_gas_total_std": 3.86, "partial_current_h2_mean": 73.5, "partial_current_h2_std": 4.97, "partial_current_liquid_mean": 15.63, "partial_current_liquid_std": 3.86, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.333-Pd-0.667", "voltage_mean": 3.3166666666666664, "voltage_std": 0.04041451884327377, "xrf composition": "Au-0.262-Pd-0.738"}, {"Ag": 0, "Au": 0.262, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.738, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 79717.25, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 7.22, "fe_co_std": 1.35, "fe_gas_total_mean": 84.55, "fe_gas_total_std": 3.09, "fe_h2_mean": 77.27, "fe_h2_std": 4.25, "fe_liquid_mean": 15.45, "fe_liquid_std": 3.09, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 10.84, "max_partial_current_gas_total_mean": 239.69, "max_partial_current_h2_mean": 232.55, "max_partial_current_liquid_mean": 60.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 10.84, "partial_current_co_std": 2.02, "partial_current_gas_total_mean": 126.82, "partial_current_gas_total_std": 4.63, "partial_current_h2_mean": 115.91, "partial_current_h2_std": 6.37, "partial_current_liquid_mean": 23.17, "partial_current_liquid_std": 4.63, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.333-Pd-0.667", "voltage_mean": 3.526666666666667, "voltage_std": 0.020816659994661462, "xrf composition": "Au-0.262-Pd-0.738"}, {"Ag": 0, "Au": 0.262, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.738, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 79717.25, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 3.56, "fe_co_std": 0.76, "fe_gas_total_mean": 82.46, "fe_gas_total_std": 4.3, "fe_h2_mean": 78.84, "fe_h2_std": 4.11, "fe_liquid_mean": 17.54, "fe_liquid_std": 4.3, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 10.84, "max_partial_current_gas_total_mean": 239.69, "max_partial_current_h2_mean": 232.55, "max_partial_current_liquid_mean": 60.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 7.12, "partial_current_co_std": 1.53, "partial_current_gas_total_mean": 164.91, "partial_current_gas_total_std": 8.6, "partial_current_h2_mean": 157.68, "partial_current_h2_std": 8.21, "partial_current_liquid_mean": 35.09, "partial_current_liquid_std": 8.6, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.333-Pd-0.667", "voltage_mean": 3.643333333333333, "voltage_std": 0.06429100507328632, "xrf composition": "Au-0.262-Pd-0.738"}, {"Ag": 0, "Au": 0.262, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.738, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 79717.25, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.02, "fe_co_mean": 2.34, "fe_co_std": 1.27, "fe_gas_total_mean": 79.9, "fe_gas_total_std": 4.15, "fe_h2_mean": 77.52, "fe_h2_std": 2.89, "fe_liquid_mean": 20.1, "fe_liquid_std": 4.15, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 10.84, "max_partial_current_gas_total_mean": 239.69, "max_partial_current_h2_mean": 232.55, "max_partial_current_liquid_mean": 60.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 7.02, "partial_current_co_std": 3.8, "partial_current_gas_total_mean": 239.69, "partial_current_gas_total_std": 12.45, "partial_current_h2_mean": 232.55, "partial_current_h2_std": 8.66, "partial_current_liquid_mean": 60.31, "partial_current_liquid_std": 12.45, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.333-Pd-0.667", "voltage_mean": 3.76, "voltage_std": 0.09165151389911655, "xrf composition": "Au-0.262-Pd-0.738"}, {"Ag": 0, "Au": 0.499, "Cd": 0.217, "Cu": 0.284, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 90232.21, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft8_241025_Au-0.5-Cd-0.25-Cu-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Cu-0.25", "voltage_mean": 2.81, "voltage_std": 0.11269427669584642, "xrf composition": "Au-0.499-Cd-0.217-Cu-0.284"}, {"Ag": 0, "Au": 0.499, "Cd": 0.217, "Cu": 0.284, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 90232.21, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.04, "fe_co_mean": 29.61, "fe_co_std": 8.54, "fe_gas_total_mean": 79.77, "fe_gas_total_std": 12.43, "fe_h2_mean": 50.03, "fe_h2_std": 20.92, "fe_liquid_mean": 20.23, "fe_liquid_std": 12.43, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 41.01, "max_partial_current_gas_total_mean": 229.83, "max_partial_current_h2_mean": 207.62, "max_partial_current_liquid_mean": 70.17, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 14.81, "partial_current_co_std": 4.27, "partial_current_gas_total_mean": 39.88, "partial_current_gas_total_std": 6.22, "partial_current_h2_mean": 25.02, "partial_current_h2_std": 10.46, "partial_current_liquid_mean": 10.12, "partial_current_liquid_std": 6.22, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.5-Cd-0.25-Cu-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Cu-0.25", "voltage_mean": 2.98, "voltage_std": 0.06557438524301992, "xrf composition": "Au-0.499-Cd-0.217-Cu-0.284"}, {"Ag": 0, "Au": 0.499, "Cd": 0.217, "Cu": 0.284, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 90232.21, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.03, "fe_co_mean": 33.23, "fe_co_std": 8.17, "fe_gas_total_mean": 77.06, "fe_gas_total_std": 13.25, "fe_h2_mean": 43.73, "fe_h2_std": 21.31, "fe_liquid_mean": 22.94, "fe_liquid_std": 13.25, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 41.01, "max_partial_current_gas_total_mean": 229.83, "max_partial_current_h2_mean": 207.62, "max_partial_current_liquid_mean": 70.17, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 33.23, "partial_current_co_std": 8.17, "partial_current_gas_total_mean": 77.06, "partial_current_gas_total_std": 13.25, "partial_current_h2_mean": 43.73, "partial_current_h2_std": 21.31, "partial_current_liquid_mean": 22.94, "partial_current_liquid_std": 13.25, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.5-Cd-0.25-Cu-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Cu-0.25", "voltage_mean": 3.283333333333333, "voltage_std": 0.07371114795831996, "xrf composition": "Au-0.499-Cd-0.217-Cu-0.284"}, {"Ag": 0, "Au": 0.499, "Cd": 0.217, "Cu": 0.284, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 90232.21, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 27.34, "fe_co_std": 4.92, "fe_gas_total_mean": 74.76, "fe_gas_total_std": 13.1, "fe_h2_mean": 47.34, "fe_h2_std": 16.02, "fe_liquid_mean": 25.24, "fe_liquid_std": 13.1, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 41.01, "max_partial_current_gas_total_mean": 229.83, "max_partial_current_h2_mean": 207.62, "max_partial_current_liquid_mean": 70.17, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 41.01, "partial_current_co_std": 7.38, "partial_current_gas_total_mean": 112.14, "partial_current_gas_total_std": 19.65, "partial_current_h2_mean": 71.01, "partial_current_h2_std": 24.02, "partial_current_liquid_mean": 37.85, "partial_current_liquid_std": 19.65, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.5-Cd-0.25-Cu-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Cu-0.25", "voltage_mean": 3.4899999999999998, "voltage_std": 0.055677643628300064, "xrf composition": "Au-0.499-Cd-0.217-Cu-0.284"}, {"Ag": 0, "Au": 0.499, "Cd": 0.217, "Cu": 0.284, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 90232.21, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 15.72, "fe_co_std": 4.63, "fe_gas_total_mean": 75.3, "fe_gas_total_std": 11.41, "fe_h2_mean": 59.52, "fe_h2_std": 15.33, "fe_liquid_mean": 24.7, "fe_liquid_std": 11.41, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 41.01, "max_partial_current_gas_total_mean": 229.83, "max_partial_current_h2_mean": 207.62, "max_partial_current_liquid_mean": 70.17, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 31.43, "partial_current_co_std": 9.25, "partial_current_gas_total_mean": 150.61, "partial_current_gas_total_std": 22.82, "partial_current_h2_mean": 119.04, "partial_current_h2_std": 30.65, "partial_current_liquid_mean": 49.39, "partial_current_liquid_std": 22.82, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.5-Cd-0.25-Cu-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Cu-0.25", "voltage_mean": 3.6199999999999997, "voltage_std": 0.07211102550927972, "xrf composition": "Au-0.499-Cd-0.217-Cu-0.284"}, {"Ag": 0, "Au": 0.499, "Cd": 0.217, "Cu": 0.284, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 90232.21, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 7.36, "fe_co_std": 3.66, "fe_gas_total_mean": 76.61, "fe_gas_total_std": 8.37, "fe_h2_mean": 69.21, "fe_h2_std": 12.03, "fe_liquid_mean": 23.39, "fe_liquid_std": 8.37, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 41.01, "max_partial_current_gas_total_mean": 229.83, "max_partial_current_h2_mean": 207.62, "max_partial_current_liquid_mean": 70.17, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.08, "partial_current_co_std": 10.97, "partial_current_gas_total_mean": 229.83, "partial_current_gas_total_std": 25.1, "partial_current_h2_mean": 207.62, "partial_current_h2_std": 36.08, "partial_current_liquid_mean": 70.17, "partial_current_liquid_std": 25.1, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.5-Cd-0.25-Cu-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Cu-0.25", "voltage_mean": 3.7133333333333334, "voltage_std": 0.1078579312490896, "xrf composition": "Au-0.499-Cd-0.217-Cu-0.284"}, {"Ag": 0, "Au": 0.577, "Cd": 0.199, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.224, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 98888.18, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft8_241025_Au-0.5-Cd-0.25-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Pd-0.25", "voltage_mean": 2.735, "voltage_std": 0.03535533905932725, "xrf composition": "Au-0.577-Cd-0.199-Pd-0.224"}, {"Ag": 0, "Au": 0.577, "Cd": 0.199, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.224, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 98888.18, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 19.31, "fe_co_std": 1.03, "fe_gas_total_mean": 83.37, "fe_gas_total_std": 1.16, "fe_h2_mean": 64, "fe_h2_std": 0.13, "fe_liquid_mean": 16.63, "fe_liquid_std": 1.16, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 32.37, "max_partial_current_gas_total_mean": 234.72, "max_partial_current_h2_mean": 222.22, "max_partial_current_liquid_mean": 65.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.65, "partial_current_co_std": 0.52, "partial_current_gas_total_mean": 41.68, "partial_current_gas_total_std": 0.58, "partial_current_h2_mean": 32, "partial_current_h2_std": 0.06, "partial_current_liquid_mean": 8.32, "partial_current_liquid_std": 0.58, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.5-Cd-0.25-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Pd-0.25", "voltage_mean": 2.9699999999999998, "voltage_std": 0.014142135623730807, "xrf composition": "Au-0.577-Cd-0.199-Pd-0.224"}, {"Ag": 0, "Au": 0.577, "Cd": 0.199, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.224, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 98888.18, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.01, "fe_co_mean": 22.94, "fe_co_std": 4.39, "fe_gas_total_mean": 80.68, "fe_gas_total_std": 0.01, "fe_h2_mean": 57.66, "fe_h2_std": 4.4, "fe_liquid_mean": 19.32, "fe_liquid_std": 0.01, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 32.37, "max_partial_current_gas_total_mean": 234.72, "max_partial_current_h2_mean": 222.22, "max_partial_current_liquid_mean": 65.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 22.94, "partial_current_co_std": 4.39, "partial_current_gas_total_mean": 80.68, "partial_current_gas_total_std": 0.01, "partial_current_h2_mean": 57.66, "partial_current_h2_std": 4.4, "partial_current_liquid_mean": 19.32, "partial_current_liquid_std": 0.01, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.5-Cd-0.25-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Pd-0.25", "voltage_mean": 3.25, "voltage_std": 0.028284271247461926, "xrf composition": "Au-0.577-Cd-0.199-Pd-0.224"}, {"Ag": 0, "Au": 0.577, "Cd": 0.199, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.224, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 98888.18, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.01, "fe_co_mean": 21.58, "fe_co_std": 3.78, "fe_gas_total_mean": 77.14, "fe_gas_total_std": 1.08, "fe_h2_mean": 55.46, "fe_h2_std": 4.88, "fe_liquid_mean": 22.86, "fe_liquid_std": 1.08, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 32.37, "max_partial_current_gas_total_mean": 234.72, "max_partial_current_h2_mean": 222.22, "max_partial_current_liquid_mean": 65.28, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 32.37, "partial_current_co_std": 5.66, "partial_current_gas_total_mean": 115.7, "partial_current_gas_total_std": 1.62, "partial_current_h2_mean": 83.19, "partial_current_h2_std": 7.32, "partial_current_liquid_mean": 34.3, "partial_current_liquid_std": 1.62, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.5-Cd-0.25-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Pd-0.25", "voltage_mean": 3.435, "voltage_std": 0.03535533905932725, "xrf composition": "Au-0.577-Cd-0.199-Pd-0.224"}, {"Ag": 0, "Au": 0.577, "Cd": 0.199, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.224, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 98888.18, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 11.5, "fe_co_std": 7.14, "fe_gas_total_mean": 78.04, "fe_gas_total_std": 6.19, "fe_h2_mean": 66.47, "fe_h2_std": 13.35, "fe_liquid_mean": 21.96, "fe_liquid_std": 6.19, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 32.37, "max_partial_current_gas_total_mean": 234.72, "max_partial_current_h2_mean": 222.22, "max_partial_current_liquid_mean": 65.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 23, "partial_current_co_std": 14.28, "partial_current_gas_total_mean": 156.08, "partial_current_gas_total_std": 12.39, "partial_current_h2_mean": 132.94, "partial_current_h2_std": 26.7, "partial_current_liquid_mean": 43.92, "partial_current_liquid_std": 12.39, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.5-Cd-0.25-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Pd-0.25", "voltage_mean": 3.5599999999999996, "voltage_std": 0.01414213562373112, "xrf composition": "Au-0.577-Cd-0.199-Pd-0.224"}, {"Ag": 0, "Au": 0.577, "Cd": 0.199, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.224, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 98888.18, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 4.12, "fe_co_std": 2.17, "fe_gas_total_mean": 78.24, "fe_gas_total_std": 2.6, "fe_h2_mean": 74.07, "fe_h2_std": 4.79, "fe_liquid_mean": 21.76, "fe_liquid_std": 2.6, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 32.37, "max_partial_current_gas_total_mean": 234.72, "max_partial_current_h2_mean": 222.22, "max_partial_current_liquid_mean": 65.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 12.38, "partial_current_co_std": 6.51, "partial_current_gas_total_mean": 234.72, "partial_current_gas_total_std": 7.81, "partial_current_h2_mean": 222.22, "partial_current_h2_std": 14.36, "partial_current_liquid_mean": 65.28, "partial_current_liquid_std": 7.81, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.5-Cd-0.25-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Au-0.5-Cd-0.25-Pd-0.25", "voltage_mean": 3.675, "voltage_std": 0.049497474683058366, "xrf composition": "Au-0.577-Cd-0.199-Pd-0.224"}, {"Ag": 0, "Au": 0.718, "Cd": 0.282, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 105536.19, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft8_241025_Au-0.75-Cd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cd-0.25", "voltage_mean": 2.793333333333333, "voltage_std": 0.025166114784235576, "xrf composition": "Au-0.718-Cd-0.282"}, {"Ag": 0, "Au": 0.718, "Cd": 0.282, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 105536.19, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 33.93, "fe_co_std": 1.75, "fe_gas_total_mean": 79.97, "fe_gas_total_std": 2.71, "fe_h2_mean": 46, "fe_h2_std": 1.24, "fe_liquid_mean": 20.03, "fe_liquid_std": 2.71, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 47.58, "max_partial_current_gas_total_mean": 233.79, "max_partial_current_h2_mean": 213.53, "max_partial_current_liquid_mean": 66.21, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 16.96, "partial_current_co_std": 0.88, "partial_current_gas_total_mean": 39.99, "partial_current_gas_total_std": 1.35, "partial_current_h2_mean": 23, "partial_current_h2_std": 0.62, "partial_current_liquid_mean": 10.01, "partial_current_liquid_std": 1.35, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.75-Cd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cd-0.25", "voltage_mean": 2.956666666666667, "voltage_std": 0.040414518843273815, "xrf composition": "Au-0.718-Cd-0.282"}, {"Ag": 0, "Au": 0.718, "Cd": 0.282, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 105536.19, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 39.24, "fe_co_std": 1.23, "fe_gas_total_mean": 79.5, "fe_gas_total_std": 2.16, "fe_h2_mean": 40.23, "fe_h2_std": 2.58, "fe_liquid_mean": 20.5, "fe_liquid_std": 2.16, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 47.58, "max_partial_current_gas_total_mean": 233.79, "max_partial_current_h2_mean": 213.53, "max_partial_current_liquid_mean": 66.21, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 39.24, "partial_current_co_std": 1.23, "partial_current_gas_total_mean": 79.5, "partial_current_gas_total_std": 2.16, "partial_current_h2_mean": 40.23, "partial_current_h2_std": 2.58, "partial_current_liquid_mean": 20.5, "partial_current_liquid_std": 2.16, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.75-Cd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cd-0.25", "voltage_mean": 3.1999999999999997, "voltage_std": 0.055677643628300064, "xrf composition": "Au-0.718-Cd-0.282"}, {"Ag": 0, "Au": 0.718, "Cd": 0.282, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 105536.19, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 31.72, "fe_co_std": 2.9, "fe_gas_total_mean": 73.82, "fe_gas_total_std": 4.56, "fe_h2_mean": 42.07, "fe_h2_std": 5.02, "fe_liquid_mean": 26.18, "fe_liquid_std": 4.56, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 47.58, "max_partial_current_gas_total_mean": 233.79, "max_partial_current_h2_mean": 213.53, "max_partial_current_liquid_mean": 66.21, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 47.58, "partial_current_co_std": 4.34, "partial_current_gas_total_mean": 110.72, "partial_current_gas_total_std": 6.85, "partial_current_h2_mean": 63.11, "partial_current_h2_std": 7.53, "partial_current_liquid_mean": 39.28, "partial_current_liquid_std": 6.85, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.75-Cd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cd-0.25", "voltage_mean": 3.3766666666666665, "voltage_std": 0.040414518843273815, "xrf composition": "Au-0.718-Cd-0.282"}, {"Ag": 0, "Au": 0.718, "Cd": 0.282, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 105536.19, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 18.23, "fe_co_std": 0.74, "fe_gas_total_mean": 75.72, "fe_gas_total_std": 1.2, "fe_h2_mean": 57.46, "fe_h2_std": 0.91, "fe_liquid_mean": 24.28, "fe_liquid_std": 1.2, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 47.58, "max_partial_current_gas_total_mean": 233.79, "max_partial_current_h2_mean": 213.53, "max_partial_current_liquid_mean": 66.21, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 36.45, "partial_current_co_std": 1.47, "partial_current_gas_total_mean": 151.44, "partial_current_gas_total_std": 2.4, "partial_current_h2_mean": 114.92, "partial_current_h2_std": 1.82, "partial_current_liquid_mean": 48.56, "partial_current_liquid_std": 2.4, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.75-Cd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cd-0.25", "voltage_mean": 3.5566666666666666, "voltage_std": 0.020816659994661382, "xrf composition": "Au-0.718-Cd-0.282"}, {"Ag": 0, "Au": 0.718, "Cd": 0.282, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 105536.19, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 6.73, "fe_co_std": 1.18, "fe_gas_total_mean": 77.93, "fe_gas_total_std": 1.72, "fe_h2_mean": 71.18, "fe_h2_std": 0.81, "fe_liquid_mean": 22.07, "fe_liquid_std": 1.72, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 47.58, "max_partial_current_gas_total_mean": 233.79, "max_partial_current_h2_mean": 213.53, "max_partial_current_liquid_mean": 66.21, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.19, "partial_current_co_std": 3.54, "partial_current_gas_total_mean": 233.79, "partial_current_gas_total_std": 5.15, "partial_current_h2_mean": 213.53, "partial_current_h2_std": 2.43, "partial_current_liquid_mean": 66.21, "partial_current_liquid_std": 5.15, "reaction": "CO2R", "sample id": "uoft8_241025_Au-0.75-Cd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Cd-0.25", "voltage_mean": 3.6799999999999997, "voltage_std": 0.0435889894354068, "xrf composition": "Au-0.718-Cd-0.282"}, {"Ag": 0, "Au": 0, "Cd": 0.685, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.315, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 14325.94, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft8_241025_Cd-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.667-Pd-0.333", "voltage_mean": 2.6633333333333336, "voltage_std": 0.10408329997330658, "xrf composition": "Cd-0.685-Pd-0.315"}, {"Ag": 0, "Au": 0, "Cd": 0.685, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.315, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 14325.94, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 37.2, "fe_co_std": 1.12, "fe_gas_total_mean": 84.41, "fe_gas_total_std": 4.18, "fe_h2_mean": 47.16, "fe_h2_std": 4.49, "fe_liquid_mean": 15.59, "fe_liquid_std": 4.18, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 69.18, "max_partial_current_gas_total_mean": 212.35, "max_partial_current_h2_mean": 155.44, "max_partial_current_liquid_mean": 87.65, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.6, "partial_current_co_std": 0.56, "partial_current_gas_total_mean": 42.2, "partial_current_gas_total_std": 2.09, "partial_current_h2_mean": 23.58, "partial_current_h2_std": 2.25, "partial_current_liquid_mean": 7.8, "partial_current_liquid_std": 2.09, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.667-Pd-0.333", "voltage_mean": 3.0366666666666666, "voltage_std": 0.08144527815247064, "xrf composition": "Cd-0.685-Pd-0.315"}, {"Ag": 0, "Au": 0, "Cd": 0.685, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.315, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 14325.94, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 46.41, "fe_co_std": 1.29, "fe_gas_total_mean": 80.89, "fe_gas_total_std": 3.92, "fe_h2_mean": 34.43, "fe_h2_std": 3.44, "fe_liquid_mean": 19.11, "fe_liquid_std": 3.92, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 69.18, "max_partial_current_gas_total_mean": 212.35, "max_partial_current_h2_mean": 155.44, "max_partial_current_liquid_mean": 87.65, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 46.41, "partial_current_co_std": 1.29, "partial_current_gas_total_mean": 80.89, "partial_current_gas_total_std": 3.92, "partial_current_h2_mean": 34.43, "partial_current_h2_std": 3.44, "partial_current_liquid_mean": 19.11, "partial_current_liquid_std": 3.92, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.667-Pd-0.333", "voltage_mean": 3.33, "voltage_std": 0.05196152422706643, "xrf composition": "Cd-0.685-Pd-0.315"}, {"Ag": 0, "Au": 0, "Cd": 0.685, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.315, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 14325.94, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 46.12, "fe_co_std": 3.44, "fe_gas_total_mean": 74.87, "fe_gas_total_std": 2.06, "fe_h2_mean": 28.7, "fe_h2_std": 4.48, "fe_liquid_mean": 25.13, "fe_liquid_std": 2.06, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 69.18, "max_partial_current_gas_total_mean": 212.35, "max_partial_current_h2_mean": 155.44, "max_partial_current_liquid_mean": 87.65, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 69.18, "partial_current_co_std": 5.16, "partial_current_gas_total_mean": 112.3, "partial_current_gas_total_std": 3.08, "partial_current_h2_mean": 43.05, "partial_current_h2_std": 6.72, "partial_current_liquid_mean": 37.7, "partial_current_liquid_std": 3.08, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.667-Pd-0.333", "voltage_mean": 3.5066666666666664, "voltage_std": 0.04163331998932252, "xrf composition": "Cd-0.685-Pd-0.315"}, {"Ag": 0, "Au": 0, "Cd": 0.685, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.315, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 14325.94, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 31.63, "fe_co_std": 16.57, "fe_gas_total_mean": 73.28, "fe_gas_total_std": 4.79, "fe_h2_mean": 41.59, "fe_h2_std": 20.09, "fe_liquid_mean": 26.72, "fe_liquid_std": 4.79, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 69.18, "max_partial_current_gas_total_mean": 212.35, "max_partial_current_h2_mean": 155.44, "max_partial_current_liquid_mean": 87.65, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 63.26, "partial_current_co_std": 33.14, "partial_current_gas_total_mean": 146.56, "partial_current_gas_total_std": 9.58, "partial_current_h2_mean": 83.18, "partial_current_h2_std": 40.18, "partial_current_liquid_mean": 53.44, "partial_current_liquid_std": 9.58, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.667-Pd-0.333", "voltage_mean": 3.66, "voltage_std": 0.04358898943540675, "xrf composition": "Cd-0.685-Pd-0.315"}, {"Ag": 0, "Au": 0, "Cd": 0.685, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.315, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 14325.94, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.02, "fe_co_mean": 18.92, "fe_co_std": 17.29, "fe_gas_total_mean": 70.78, "fe_gas_total_std": 7.5, "fe_h2_mean": 51.81, "fe_h2_std": 23.96, "fe_liquid_mean": 29.22, "fe_liquid_std": 7.5, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.13, "max_partial_current_co_mean": 69.18, "max_partial_current_gas_total_mean": 212.35, "max_partial_current_h2_mean": 155.44, "max_partial_current_liquid_mean": 87.65, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.13, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 56.75, "partial_current_co_std": 51.87, "partial_current_gas_total_mean": 212.35, "partial_current_gas_total_std": 22.49, "partial_current_h2_mean": 155.44, "partial_current_h2_std": 71.89, "partial_current_liquid_mean": 87.65, "partial_current_liquid_std": 22.49, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.667-Pd-0.333_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.667-Pd-0.333", "voltage_mean": 3.8200000000000003, "voltage_std": 0.04358898943540679, "xrf composition": "Cd-0.685-Pd-0.315"}, {"Ag": 0, "Au": 0, "Cd": 0.742, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.258, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 11699.32, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft8_241025_Cd-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.75-Pd-0.25", "voltage_mean": 2.796666666666667, "voltage_std": 0.023094010767585018, "xrf composition": "Cd-0.742-Pd-0.258"}, {"Ag": 0, "Au": 0, "Cd": 0.742, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.258, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 11699.32, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 51.29, "fe_co_std": 1.73, "fe_gas_total_mean": 74.67, "fe_gas_total_std": 1.46, "fe_h2_mean": 23.31, "fe_h2_std": 0.37, "fe_liquid_mean": 25.33, "fe_liquid_std": 1.46, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 84.09, "max_partial_current_gas_total_mean": 222.13, "max_partial_current_h2_mean": 198.76, "max_partial_current_liquid_mean": 82.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 25.64, "partial_current_co_std": 0.87, "partial_current_gas_total_mean": 37.33, "partial_current_gas_total_std": 0.73, "partial_current_h2_mean": 11.66, "partial_current_h2_std": 0.19, "partial_current_liquid_mean": 12.67, "partial_current_liquid_std": 0.73, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.75-Pd-0.25", "voltage_mean": 3.0066666666666664, "voltage_std": 0.025166114784235746, "xrf composition": "Cd-0.742-Pd-0.258"}, {"Ag": 0, "Au": 0, "Cd": 0.742, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.258, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 11699.32, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 53.72, "fe_co_std": 1.64, "fe_gas_total_mean": 71.7, "fe_gas_total_std": 1.68, "fe_h2_mean": 17.93, "fe_h2_std": 0.15, "fe_liquid_mean": 28.3, "fe_liquid_std": 1.68, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 84.09, "max_partial_current_gas_total_mean": 222.13, "max_partial_current_h2_mean": 198.76, "max_partial_current_liquid_mean": 82.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 53.72, "partial_current_co_std": 1.64, "partial_current_gas_total_mean": 71.7, "partial_current_gas_total_std": 1.68, "partial_current_h2_mean": 17.93, "partial_current_h2_std": 0.15, "partial_current_liquid_mean": 28.3, "partial_current_liquid_std": 1.68, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.75-Pd-0.25", "voltage_mean": 3.2466666666666666, "voltage_std": 0.030550504633038707, "xrf composition": "Cd-0.742-Pd-0.258"}, {"Ag": 0, "Au": 0, "Cd": 0.742, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.258, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 11699.32, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 52.04, "fe_co_std": 2.37, "fe_gas_total_mean": 67.18, "fe_gas_total_std": 2.23, "fe_h2_mean": 15.1, "fe_h2_std": 0.16, "fe_liquid_mean": 32.82, "fe_liquid_std": 2.23, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 84.09, "max_partial_current_gas_total_mean": 222.13, "max_partial_current_h2_mean": 198.76, "max_partial_current_liquid_mean": 82.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 78.06, "partial_current_co_std": 3.56, "partial_current_gas_total_mean": 100.76, "partial_current_gas_total_std": 3.34, "partial_current_h2_mean": 22.64, "partial_current_h2_std": 0.24, "partial_current_liquid_mean": 49.24, "partial_current_liquid_std": 3.34, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.75-Pd-0.25", "voltage_mean": 3.41, "voltage_std": 0.036055512754640064, "xrf composition": "Cd-0.742-Pd-0.258"}, {"Ag": 0, "Au": 0, "Cd": 0.742, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.258, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 11699.32, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 42.05, "fe_co_std": 4.32, "fe_gas_total_mean": 58.95, "fe_gas_total_std": 0.7, "fe_h2_mean": 16.87, "fe_h2_std": 4.73, "fe_liquid_mean": 41.05, "fe_liquid_std": 0.7, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 84.09, "max_partial_current_gas_total_mean": 222.13, "max_partial_current_h2_mean": 198.76, "max_partial_current_liquid_mean": 82.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 84.09, "partial_current_co_std": 8.65, "partial_current_gas_total_mean": 117.9, "partial_current_gas_total_std": 1.4, "partial_current_h2_mean": 33.73, "partial_current_h2_std": 9.46, "partial_current_liquid_mean": 82.1, "partial_current_liquid_std": 1.4, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.75-Pd-0.25", "voltage_mean": 3.563333333333333, "voltage_std": 0.040414518843273815, "xrf composition": "Cd-0.742-Pd-0.258"}, {"Ag": 0, "Au": 0, "Cd": 0.742, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.258, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 11699.32, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 7.75, "fe_co_std": 0.2, "fe_gas_total_mean": 74.04, "fe_gas_total_std": 2.11, "fe_h2_mean": 66.25, "fe_h2_std": 2.05, "fe_liquid_mean": 25.96, "fe_liquid_std": 2.11, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 84.09, "max_partial_current_gas_total_mean": 222.13, "max_partial_current_h2_mean": 198.76, "max_partial_current_liquid_mean": 82.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 23.24, "partial_current_co_std": 0.59, "partial_current_gas_total_mean": 222.13, "partial_current_gas_total_std": 6.34, "partial_current_h2_mean": 198.76, "partial_current_h2_std": 6.15, "partial_current_liquid_mean": 77.87, "partial_current_liquid_std": 6.34, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Cd-0.75-Pd-0.25", "voltage_mean": 3.77, "voltage_std": 0.06244997998398395, "xrf composition": "Cd-0.742-Pd-0.258"}, {"Ag": 0, "Au": 0, "Cd": 0.829, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0.171, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 10.52, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft8_241025_Cd-0.875-Ni-0.125_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Cd-0.875-Ni-0.125", "voltage_mean": 2.6550000000000002, "voltage_std": 0.021213203435596444, "xrf composition": "Cd-0.829-Ni-0.171"}, {"Ag": 0, "Au": 0, "Cd": 0.829, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0.171, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 10.52, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 45.68, "fe_co_std": 6.12, "fe_gas_total_mean": 70.07, "fe_gas_total_std": 2.6, "fe_h2_mean": 24.32, "fe_h2_std": 3.51, "fe_liquid_mean": 29.93, "fe_liquid_std": 2.6, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 75.46, "max_partial_current_gas_total_mean": 225.76, "max_partial_current_h2_mean": 205.24, "max_partial_current_liquid_mean": 74.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.84, "partial_current_co_std": 3.06, "partial_current_gas_total_mean": 35.03, "partial_current_gas_total_std": 1.3, "partial_current_h2_mean": 12.16, "partial_current_h2_std": 1.76, "partial_current_liquid_mean": 14.96, "partial_current_liquid_std": 1.3, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.875-Ni-0.125_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Cd-0.875-Ni-0.125", "voltage_mean": 3.035, "voltage_std": 0.06363961030678918, "xrf composition": "Cd-0.829-Ni-0.171"}, {"Ag": 0, "Au": 0, "Cd": 0.829, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0.171, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 10.52, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 54.4, "fe_co_std": 4.23, "fe_gas_total_mean": 70.78, "fe_gas_total_std": 1.04, "fe_h2_mean": 16.34, "fe_h2_std": 3.19, "fe_liquid_mean": 29.22, "fe_liquid_std": 1.04, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 75.46, "max_partial_current_gas_total_mean": 225.76, "max_partial_current_h2_mean": 205.24, "max_partial_current_liquid_mean": 74.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 54.4, "partial_current_co_std": 4.23, "partial_current_gas_total_mean": 70.78, "partial_current_gas_total_std": 1.04, "partial_current_h2_mean": 16.34, "partial_current_h2_std": 3.19, "partial_current_liquid_mean": 29.22, "partial_current_liquid_std": 1.04, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.875-Ni-0.125_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Cd-0.875-Ni-0.125", "voltage_mean": 3.3, "voltage_std": 0.07071067811865465, "xrf composition": "Cd-0.829-Ni-0.171"}, {"Ag": 0, "Au": 0, "Cd": 0.829, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0.171, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 10.52, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 50.3, "fe_co_std": 4.79, "fe_gas_total_mean": 67.41, "fe_gas_total_std": 1.6, "fe_h2_mean": 17.06, "fe_h2_std": 3.19, "fe_liquid_mean": 32.59, "fe_liquid_std": 1.6, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 75.46, "max_partial_current_gas_total_mean": 225.76, "max_partial_current_h2_mean": 205.24, "max_partial_current_liquid_mean": 74.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 75.46, "partial_current_co_std": 7.18, "partial_current_gas_total_mean": 101.12, "partial_current_gas_total_std": 2.4, "partial_current_h2_mean": 25.58, "partial_current_h2_std": 4.78, "partial_current_liquid_mean": 48.89, "partial_current_liquid_std": 2.4, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.875-Ni-0.125_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Cd-0.875-Ni-0.125", "voltage_mean": 3.485, "voltage_std": 0.03535533905932725, "xrf composition": "Cd-0.829-Ni-0.171"}, {"Ag": 0, "Au": 0, "Cd": 0.829, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0.171, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 10.52, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 34.52, "fe_co_std": 7.4, "fe_gas_total_mean": 63.31, "fe_gas_total_std": 0.54, "fe_h2_mean": 28.71, "fe_h2_std": 6.84, "fe_liquid_mean": 36.69, "fe_liquid_std": 0.54, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 75.46, "max_partial_current_gas_total_mean": 225.76, "max_partial_current_h2_mean": 205.24, "max_partial_current_liquid_mean": 74.24, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 69.03, "partial_current_co_std": 14.81, "partial_current_gas_total_mean": 126.62, "partial_current_gas_total_std": 1.07, "partial_current_h2_mean": 57.42, "partial_current_h2_std": 13.69, "partial_current_liquid_mean": 73.38, "partial_current_liquid_std": 1.07, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.875-Ni-0.125_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Cd-0.875-Ni-0.125", "voltage_mean": 3.675, "voltage_std": 0.007071067811865481, "xrf composition": "Cd-0.829-Ni-0.171"}, {"Ag": 0, "Au": 0, "Cd": 0.829, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0.171, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 8, "cost_per_gram": 10.52, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 6.8, "fe_co_std": 1.88, "fe_gas_total_mean": 75.26, "fe_gas_total_std": 2.93, "fe_h2_mean": 68.41, "fe_h2_std": 1.05, "fe_liquid_mean": 24.74, "fe_liquid_std": 2.93, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 75.46, "max_partial_current_gas_total_mean": 225.76, "max_partial_current_h2_mean": 205.24, "max_partial_current_liquid_mean": 74.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.4, "partial_current_co_std": 5.64, "partial_current_gas_total_mean": 225.76, "partial_current_gas_total_std": 8.8, "partial_current_h2_mean": 205.24, "partial_current_h2_std": 3.16, "partial_current_liquid_mean": 74.24, "partial_current_liquid_std": 8.8, "reaction": "CO2R", "sample id": "uoft8_241025_Cd-0.875-Ni-0.125_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Cd-0.875-Ni-0.125", "voltage_mean": 3.775, "voltage_std": 0.0212132034355966, "xrf composition": "Cd-0.829-Ni-0.171"}, {"Ag": 0, "Au": 0.292, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.271, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.437, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 60797.28, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft9_241025_Au-0.25-Hg-0.25-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Hg-0.25-Pd-0.5", "voltage_mean": 2.6133333333333333, "voltage_std": 0.0450924975282291, "xrf composition": "Au-0.292-Hg-0.271-Pd-0.437"}, {"Ag": 0, "Au": 0.292, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.271, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.437, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 60797.28, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 12.33, "fe_co_std": 1.83, "fe_gas_total_mean": 80.05, "fe_gas_total_std": 1.15, "fe_h2_mean": 67.72, "fe_h2_std": 1.13, "fe_liquid_mean": 19.95, "fe_liquid_std": 1.15, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 19.63, "max_partial_current_gas_total_mean": 242.08, "max_partial_current_h2_mean": 230.34, "max_partial_current_liquid_mean": 58.54, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 6.16, "partial_current_co_std": 0.91, "partial_current_gas_total_mean": 40.03, "partial_current_gas_total_std": 0.58, "partial_current_h2_mean": 33.86, "partial_current_h2_std": 0.56, "partial_current_liquid_mean": 9.97, "partial_current_liquid_std": 0.58, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.25-Hg-0.25-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Hg-0.25-Pd-0.5", "voltage_mean": 2.9466666666666668, "voltage_std": 0.03214550253664317, "xrf composition": "Au-0.292-Hg-0.271-Pd-0.437"}, {"Ag": 0, "Au": 0.292, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.271, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.437, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 60797.28, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 13.56, "fe_co_std": 1.72, "fe_gas_total_mean": 73.66, "fe_gas_total_std": 3.1, "fe_h2_mean": 60.07, "fe_h2_std": 2.48, "fe_liquid_mean": 26.34, "fe_liquid_std": 3.1, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 19.63, "max_partial_current_gas_total_mean": 242.08, "max_partial_current_h2_mean": 230.34, "max_partial_current_liquid_mean": 58.54, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 13.56, "partial_current_co_std": 1.72, "partial_current_gas_total_mean": 73.66, "partial_current_gas_total_std": 3.1, "partial_current_h2_mean": 60.07, "partial_current_h2_std": 2.48, "partial_current_liquid_mean": 26.34, "partial_current_liquid_std": 3.1, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.25-Hg-0.25-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Hg-0.25-Pd-0.5", "voltage_mean": 3.276666666666667, "voltage_std": 0.03511884584284246, "xrf composition": "Au-0.292-Hg-0.271-Pd-0.437"}, {"Ag": 0, "Au": 0.292, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.271, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.437, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 60797.28, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 13.09, "fe_co_std": 1.59, "fe_gas_total_mean": 69.5, "fe_gas_total_std": 5.39, "fe_h2_mean": 56.37, "fe_h2_std": 4.01, "fe_liquid_mean": 30.5, "fe_liquid_std": 5.39, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 19.63, "max_partial_current_gas_total_mean": 242.08, "max_partial_current_h2_mean": 230.34, "max_partial_current_liquid_mean": 58.54, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 19.63, "partial_current_co_std": 2.38, "partial_current_gas_total_mean": 104.24, "partial_current_gas_total_std": 8.08, "partial_current_h2_mean": 84.56, "partial_current_h2_std": 6.02, "partial_current_liquid_mean": 45.76, "partial_current_liquid_std": 8.08, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.25-Hg-0.25-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Hg-0.25-Pd-0.5", "voltage_mean": 3.486666666666667, "voltage_std": 0.032145502536642966, "xrf composition": "Au-0.292-Hg-0.271-Pd-0.437"}, {"Ag": 0, "Au": 0.292, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.271, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.437, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 60797.28, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 9.49, "fe_co_std": 3.31, "fe_gas_total_mean": 70.73, "fe_gas_total_std": 4.23, "fe_h2_mean": 61.19, "fe_h2_std": 1.79, "fe_liquid_mean": 29.27, "fe_liquid_std": 4.23, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 19.63, "max_partial_current_gas_total_mean": 242.08, "max_partial_current_h2_mean": 230.34, "max_partial_current_liquid_mean": 58.54, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 18.98, "partial_current_co_std": 6.61, "partial_current_gas_total_mean": 141.46, "partial_current_gas_total_std": 8.47, "partial_current_h2_mean": 122.37, "partial_current_h2_std": 3.57, "partial_current_liquid_mean": 58.54, "partial_current_liquid_std": 8.47, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.25-Hg-0.25-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Hg-0.25-Pd-0.5", "voltage_mean": 3.65, "voltage_std": 0.030000000000000082, "xrf composition": "Au-0.292-Hg-0.271-Pd-0.437"}, {"Ag": 0, "Au": 0.292, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.271, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.437, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 60797.28, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 3.87, "fe_co_std": 1.35, "fe_gas_total_mean": 80.69, "fe_gas_total_std": 4.48, "fe_h2_mean": 76.78, "fe_h2_std": 5.75, "fe_liquid_mean": 19.31, "fe_liquid_std": 4.48, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 19.63, "max_partial_current_gas_total_mean": 242.08, "max_partial_current_h2_mean": 230.34, "max_partial_current_liquid_mean": 58.54, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 11.61, "partial_current_co_std": 4.05, "partial_current_gas_total_mean": 242.08, "partial_current_gas_total_std": 13.45, "partial_current_h2_mean": 230.34, "partial_current_h2_std": 17.26, "partial_current_liquid_mean": 57.92, "partial_current_liquid_std": 13.45, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.25-Hg-0.25-Pd-0.5_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.25-Hg-0.25-Pd-0.5", "voltage_mean": 3.8033333333333332, "voltage_std": 0.011547005383792462, "xrf composition": "Au-0.292-Hg-0.271-Pd-0.437"}, {"Ag": 0, "Au": 0.294, "Cd": 0, "Cu": 0.706, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 72799.21, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft9_241025_Au-0.333-Cu-0.667_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 2.73, "voltage_std": 0, "xrf composition": "Au-0.294-Cu-0.706"}, {"Ag": 0, "Au": 0.294, "Cd": 0, "Cu": 0.706, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 72799.21, "current density": 50, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 7.09, "fe_co_std": 0, "fe_gas_total_mean": 78.74, "fe_gas_total_std": 0, "fe_h2_mean": 71.55, "fe_h2_std": 0, "fe_liquid_mean": 21.26, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 2.97, "max_partial_current_ch4_mean": 2.26, "max_partial_current_co_mean": 10.62, "max_partial_current_gas_total_mean": 243.09, "max_partial_current_h2_mean": 239.94, "max_partial_current_liquid_mean": 56.91, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 3.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 39.37, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.78, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.63, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.333-Cu-0.667_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Au-0.294-Cu-0.706"}, {"Ag": 0, "Au": 0.294, "Cd": 0, "Cu": 0.706, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 72799.21, "current density": 100, "fe_c2h4_mean": 1.1, "fe_c2h4_std": 0, "fe_ch4_mean": 0.44, "fe_ch4_std": 0, "fe_co_mean": 10.62, "fe_co_std": 0, "fe_gas_total_mean": 80.17, "fe_gas_total_std": 0, "fe_h2_mean": 68.02, "fe_h2_std": 0, "fe_liquid_mean": 19.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 2.97, "max_partial_current_ch4_mean": 2.26, "max_partial_current_co_mean": 10.62, "max_partial_current_gas_total_mean": 243.09, "max_partial_current_h2_mean": 239.94, "max_partial_current_liquid_mean": 56.91, "partial_current_c2h4_mean": 1.1, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.44, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.62, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.17, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 68.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.83, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.333-Cu-0.667_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 3.27, "voltage_std": 0, "xrf composition": "Au-0.294-Cu-0.706"}, {"Ag": 0, "Au": 0.294, "Cd": 0, "Cu": 0.706, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 72799.21, "current density": 150, "fe_c2h4_mean": 1.98, "fe_c2h4_std": 0, "fe_ch4_mean": 1.51, "fe_ch4_std": 0, "fe_co_mean": 6.36, "fe_co_std": 0, "fe_gas_total_mean": 82.59, "fe_gas_total_std": 0, "fe_h2_mean": 72.72, "fe_h2_std": 0, "fe_liquid_mean": 17.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 2.97, "max_partial_current_ch4_mean": 2.26, "max_partial_current_co_mean": 10.62, "max_partial_current_gas_total_mean": 243.09, "max_partial_current_h2_mean": 239.94, "max_partial_current_liquid_mean": 56.91, "partial_current_c2h4_mean": 2.97, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 2.26, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 123.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 109.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.12, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.333-Cu-0.667_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 3.49, "voltage_std": 0, "xrf composition": "Au-0.294-Cu-0.706"}, {"Ag": 0, "Au": 0.294, "Cd": 0, "Cu": 0.706, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 72799.21, "current density": 200, "fe_c2h4_mean": 0.94, "fe_c2h4_std": 0, "fe_ch4_mean": 0.92, "fe_ch4_std": 0, "fe_co_mean": 3.48, "fe_co_std": 0, "fe_gas_total_mean": 84.2, "fe_gas_total_std": 0, "fe_h2_mean": 78.85, "fe_h2_std": 0, "fe_liquid_mean": 15.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 2.97, "max_partial_current_ch4_mean": 2.26, "max_partial_current_co_mean": 10.62, "max_partial_current_gas_total_mean": 243.09, "max_partial_current_h2_mean": 239.94, "max_partial_current_liquid_mean": 56.91, "partial_current_c2h4_mean": 1.88, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 1.84, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.96, "partial_current_co_std": 0, "partial_current_gas_total_mean": 168.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 157.7, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.333-Cu-0.667_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Au-0.294-Cu-0.706"}, {"Ag": 0, "Au": 0.294, "Cd": 0, "Cu": 0.706, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 72799.21, "current density": 300, "fe_c2h4_mean": 0.14, "fe_c2h4_std": 0, "fe_ch4_mean": 0.14, "fe_ch4_std": 0, "fe_co_mean": 0.77, "fe_co_std": 0, "fe_gas_total_mean": 81.03, "fe_gas_total_std": 0, "fe_h2_mean": 79.98, "fe_h2_std": 0, "fe_liquid_mean": 18.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 2.97, "max_partial_current_ch4_mean": 2.26, "max_partial_current_co_mean": 10.62, "max_partial_current_gas_total_mean": 243.09, "max_partial_current_h2_mean": 239.94, "max_partial_current_liquid_mean": 56.91, "partial_current_c2h4_mean": 0.42, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.42, "partial_current_ch4_std": 0, "partial_current_co_mean": 2.31, "partial_current_co_std": 0, "partial_current_gas_total_mean": 243.09, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 239.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 56.91, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.333-Cu-0.667_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 3.71, "voltage_std": 0, "xrf composition": "Au-0.294-Cu-0.706"}, {"Ag": 0, "Au": 0.348, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.652, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 87949.93, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft9_241025_Au-0.375-Pd-0.625_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.375-Pd-0.625", "voltage_mean": 2.6733333333333333, "voltage_std": 0.032145502536643084, "xrf composition": "Au-0.348-Pd-0.652"}, {"Ag": 0, "Au": 0.348, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.652, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 87949.93, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 3.71, "fe_co_std": 0.95, "fe_gas_total_mean": 82.63, "fe_gas_total_std": 5.65, "fe_h2_mean": 78.88, "fe_h2_std": 6.41, "fe_liquid_mean": 17.37, "fe_liquid_std": 5.65, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 2.18, "max_partial_current_gas_total_mean": 236.53, "max_partial_current_h2_mean": 235.91, "max_partial_current_liquid_mean": 63.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 1.85, "partial_current_co_std": 0.47, "partial_current_gas_total_mean": 41.32, "partial_current_gas_total_std": 2.83, "partial_current_h2_mean": 39.44, "partial_current_h2_std": 3.21, "partial_current_liquid_mean": 8.68, "partial_current_liquid_std": 2.83, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.375-Pd-0.625_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.375-Pd-0.625", "voltage_mean": 3.0400000000000005, "voltage_std": 0.020000000000000018, "xrf composition": "Au-0.348-Pd-0.652"}, {"Ag": 0, "Au": 0.348, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.652, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 87949.93, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 2.17, "fe_co_std": 0.73, "fe_gas_total_mean": 86.11, "fe_gas_total_std": 2.59, "fe_h2_mean": 83.88, "fe_h2_std": 2.65, "fe_liquid_mean": 13.89, "fe_liquid_std": 2.59, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 2.18, "max_partial_current_gas_total_mean": 236.53, "max_partial_current_h2_mean": 235.91, "max_partial_current_liquid_mean": 63.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 2.17, "partial_current_co_std": 0.73, "partial_current_gas_total_mean": 86.11, "partial_current_gas_total_std": 2.59, "partial_current_h2_mean": 83.88, "partial_current_h2_std": 2.65, "partial_current_liquid_mean": 13.89, "partial_current_liquid_std": 2.59, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.375-Pd-0.625_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.375-Pd-0.625", "voltage_mean": 3.356666666666667, "voltage_std": 0.01527525231651959, "xrf composition": "Au-0.348-Pd-0.652"}, {"Ag": 0, "Au": 0.348, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.652, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 87949.93, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 1.45, "fe_co_std": 0.74, "fe_gas_total_mean": 85, "fe_gas_total_std": 2.7, "fe_h2_mean": 83.48, "fe_h2_std": 3.07, "fe_liquid_mean": 15, "fe_liquid_std": 2.7, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 2.18, "max_partial_current_gas_total_mean": 236.53, "max_partial_current_h2_mean": 235.91, "max_partial_current_liquid_mean": 63.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 2.18, "partial_current_co_std": 1.11, "partial_current_gas_total_mean": 127.5, "partial_current_gas_total_std": 4.04, "partial_current_h2_mean": 125.22, "partial_current_h2_std": 4.6, "partial_current_liquid_mean": 22.5, "partial_current_liquid_std": 4.04, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.375-Pd-0.625_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.375-Pd-0.625", "voltage_mean": 3.563333333333333, "voltage_std": 0.02886751345948144, "xrf composition": "Au-0.348-Pd-0.652"}, {"Ag": 0, "Au": 0.348, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.652, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 87949.93, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 0.45, "fe_co_std": 0.4, "fe_gas_total_mean": 82.51, "fe_gas_total_std": 2.16, "fe_h2_mean": 82.02, "fe_h2_std": 2.55, "fe_liquid_mean": 17.49, "fe_liquid_std": 2.16, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 2.18, "max_partial_current_gas_total_mean": 236.53, "max_partial_current_h2_mean": 235.91, "max_partial_current_liquid_mean": 63.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 0.9, "partial_current_co_std": 0.81, "partial_current_gas_total_mean": 165.01, "partial_current_gas_total_std": 4.32, "partial_current_h2_mean": 164.04, "partial_current_h2_std": 5.09, "partial_current_liquid_mean": 34.99, "partial_current_liquid_std": 4.32, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.375-Pd-0.625_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.375-Pd-0.625", "voltage_mean": 3.6333333333333333, "voltage_std": 0.028867513459481187, "xrf composition": "Au-0.348-Pd-0.652"}, {"Ag": 0, "Au": 0.348, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.652, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 87949.93, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.02, "fe_co_mean": 0.18, "fe_co_std": 0.32, "fe_gas_total_mean": 78.84, "fe_gas_total_std": 1.92, "fe_h2_mean": 78.64, "fe_h2_std": 2.19, "fe_liquid_mean": 21.16, "fe_liquid_std": 1.92, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 2.18, "max_partial_current_gas_total_mean": 236.53, "max_partial_current_h2_mean": 235.91, "max_partial_current_liquid_mean": 63.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 0.55, "partial_current_co_std": 0.95, "partial_current_gas_total_mean": 236.53, "partial_current_gas_total_std": 5.75, "partial_current_h2_mean": 235.91, "partial_current_h2_std": 6.56, "partial_current_liquid_mean": 63.47, "partial_current_liquid_std": 5.75, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.375-Pd-0.625_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.375-Pd-0.625", "voltage_mean": 3.7133333333333334, "voltage_std": 0.04509249752822881, "xrf composition": "Au-0.348-Pd-0.652"}, {"Ag": 0, "Au": 0.799, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.201, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 119380.64, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft9_241025_Au-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Pd-0.25", "voltage_mean": 2.6, "voltage_std": 0.07549834435270782, "xrf composition": "Au-0.799-Pd-0.201"}, {"Ag": 0, "Au": 0.799, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.201, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 119380.64, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.06, "fe_co_mean": 5.22, "fe_co_std": 1.09, "fe_gas_total_mean": 84.7, "fe_gas_total_std": 3.75, "fe_h2_mean": 79.38, "fe_h2_std": 4.65, "fe_liquid_mean": 15.3, "fe_liquid_std": 3.75, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 2.61, "max_partial_current_gas_total_mean": 255.07, "max_partial_current_h2_mean": 254.61, "max_partial_current_liquid_mean": 44.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 2.61, "partial_current_co_std": 0.54, "partial_current_gas_total_mean": 42.35, "partial_current_gas_total_std": 1.87, "partial_current_h2_mean": 39.69, "partial_current_h2_std": 2.33, "partial_current_liquid_mean": 7.65, "partial_current_liquid_std": 1.87, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Pd-0.25", "voltage_mean": 3.0400000000000005, "voltage_std": 0.020000000000000018, "xrf composition": "Au-0.799-Pd-0.201"}, {"Ag": 0, "Au": 0.799, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.201, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 119380.64, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 2.21, "fe_co_std": 1.93, "fe_gas_total_mean": 90.19, "fe_gas_total_std": 10.76, "fe_h2_mean": 87.91, "fe_h2_std": 12.65, "fe_liquid_mean": 10.45, "fe_liquid_std": 9.71, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 2.61, "max_partial_current_gas_total_mean": 255.07, "max_partial_current_h2_mean": 254.61, "max_partial_current_liquid_mean": 44.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 2.21, "partial_current_co_std": 1.93, "partial_current_gas_total_mean": 90.19, "partial_current_gas_total_std": 10.76, "partial_current_h2_mean": 87.91, "partial_current_h2_std": 12.65, "partial_current_liquid_mean": 10.45, "partial_current_liquid_std": 9.71, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Pd-0.25", "voltage_mean": 3.323333333333333, "voltage_std": 0.028867513459481187, "xrf composition": "Au-0.799-Pd-0.201"}, {"Ag": 0, "Au": 0.799, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.201, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 119380.64, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 1.46, "fe_co_std": 1.3, "fe_gas_total_mean": 88.04, "fe_gas_total_std": 10.46, "fe_h2_mean": 86.52, "fe_h2_std": 11.78, "fe_liquid_mean": 11.96, "fe_liquid_std": 10.46, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 2.61, "max_partial_current_gas_total_mean": 255.07, "max_partial_current_h2_mean": 254.61, "max_partial_current_liquid_mean": 44.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 2.19, "partial_current_co_std": 1.95, "partial_current_gas_total_mean": 132.06, "partial_current_gas_total_std": 15.69, "partial_current_h2_mean": 129.78, "partial_current_h2_std": 17.67, "partial_current_liquid_mean": 17.94, "partial_current_liquid_std": 15.69, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Pd-0.25", "voltage_mean": 3.4933333333333336, "voltage_std": 0.058594652770823284, "xrf composition": "Au-0.799-Pd-0.201"}, {"Ag": 0, "Au": 0.799, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.201, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 119380.64, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 0.71, "fe_co_std": 0.26, "fe_gas_total_mean": 88.26, "fe_gas_total_std": 9.24, "fe_h2_mean": 87.51, "fe_h2_std": 9.46, "fe_liquid_mean": 11.74, "fe_liquid_std": 9.24, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 2.61, "max_partial_current_gas_total_mean": 255.07, "max_partial_current_h2_mean": 254.61, "max_partial_current_liquid_mean": 44.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 1.42, "partial_current_co_std": 0.52, "partial_current_gas_total_mean": 176.53, "partial_current_gas_total_std": 18.48, "partial_current_h2_mean": 175.02, "partial_current_h2_std": 18.93, "partial_current_liquid_mean": 23.47, "partial_current_liquid_std": 18.48, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Pd-0.25", "voltage_mean": 3.5966666666666662, "voltage_std": 0.020816659994661382, "xrf composition": "Au-0.799-Pd-0.201"}, {"Ag": 0, "Au": 0.799, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.201, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 119380.64, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 0.13, "fe_co_std": 0.23, "fe_gas_total_mean": 85.02, "fe_gas_total_std": 8.6, "fe_h2_mean": 84.87, "fe_h2_std": 8.67, "fe_liquid_mean": 14.98, "fe_liquid_std": 8.6, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.08, "max_partial_current_co_mean": 2.61, "max_partial_current_gas_total_mean": 255.07, "max_partial_current_h2_mean": 254.61, "max_partial_current_liquid_mean": 44.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 0.39, "partial_current_co_std": 0.68, "partial_current_gas_total_mean": 255.07, "partial_current_gas_total_std": 25.81, "partial_current_h2_mean": 254.61, "partial_current_h2_std": 26.01, "partial_current_liquid_mean": 44.93, "partial_current_liquid_std": 25.81, "reaction": "CO2R", "sample id": "uoft9_241025_Au-0.75-Pd-0.25_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Au-0.75-Pd-0.25", "voltage_mean": 3.72, "voltage_std": 0.07000000000000005, "xrf composition": "Au-0.799-Pd-0.201"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.32, "Ga": 0, "Hg": 0.21, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.47, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 21018.64, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft9_241025_Cu-0.25-Hg-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Cu-0.25-Hg-0.25-Pd-0.5", "voltage_mean": 2.52, "voltage_std": 0, "xrf composition": "Cu-0.32-Hg-0.21-Pd-0.47"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.32, "Ga": 0, "Hg": 0.21, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.47, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 21018.64, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 20.25, "fe_co_std": 0, "fe_gas_total_mean": 80, "fe_gas_total_std": 0, "fe_h2_mean": 59.75, "fe_h2_std": 0, "fe_liquid_mean": 20, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 33.75, "max_partial_current_gas_total_mean": 239.49, "max_partial_current_h2_mean": 230.76, "max_partial_current_liquid_mean": 60.51, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.12, "partial_current_co_std": 0, "partial_current_gas_total_mean": 40, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29.88, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft9_241025_Cu-0.25-Hg-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Cu-0.25-Hg-0.25-Pd-0.5", "voltage_mean": 2.89, "voltage_std": 0, "xrf composition": "Cu-0.32-Hg-0.21-Pd-0.47"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.32, "Ga": 0, "Hg": 0.21, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.47, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 21018.64, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 23.11, "fe_co_std": 0, "fe_gas_total_mean": 71.65, "fe_gas_total_std": 0, "fe_h2_mean": 48.53, "fe_h2_std": 0, "fe_liquid_mean": 28.35, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 33.75, "max_partial_current_gas_total_mean": 239.49, "max_partial_current_h2_mean": 230.76, "max_partial_current_liquid_mean": 60.51, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.11, "partial_current_co_std": 0, "partial_current_gas_total_mean": 71.65, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 48.53, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.35, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft9_241025_Cu-0.25-Hg-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Cu-0.25-Hg-0.25-Pd-0.5", "voltage_mean": 3.22, "voltage_std": 0, "xrf composition": "Cu-0.32-Hg-0.21-Pd-0.47"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.32, "Ga": 0, "Hg": 0.21, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.47, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 21018.64, "current density": 150, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 22.5, "fe_co_std": 0, "fe_gas_total_mean": 64.34, "fe_gas_total_std": 0, "fe_h2_mean": 41.8, "fe_h2_std": 0, "fe_liquid_mean": 35.66, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 33.75, "max_partial_current_gas_total_mean": 239.49, "max_partial_current_h2_mean": 230.76, "max_partial_current_liquid_mean": 60.51, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 33.75, "partial_current_co_std": 0, "partial_current_gas_total_mean": 96.51, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 62.7, "partial_current_h2_std": 0, "partial_current_liquid_mean": 53.49, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft9_241025_Cu-0.25-Hg-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Cu-0.25-Hg-0.25-Pd-0.5", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Cu-0.32-Hg-0.21-Pd-0.47"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.32, "Ga": 0, "Hg": 0.21, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.47, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 21018.64, "current density": 200, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 9.32, "fe_co_std": 0, "fe_gas_total_mean": 75.78, "fe_gas_total_std": 0, "fe_h2_mean": 66.31, "fe_h2_std": 0, "fe_liquid_mean": 24.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 33.75, "max_partial_current_gas_total_mean": 239.49, "max_partial_current_h2_mean": 230.76, "max_partial_current_liquid_mean": 60.51, "partial_current_c2h4_mean": 0.08, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.2, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.64, "partial_current_co_std": 0, "partial_current_gas_total_mean": 151.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 132.62, "partial_current_h2_std": 0, "partial_current_liquid_mean": 48.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft9_241025_Cu-0.25-Hg-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Cu-0.25-Hg-0.25-Pd-0.5", "voltage_mean": 3.66, "voltage_std": 0, "xrf composition": "Cu-0.32-Hg-0.21-Pd-0.47"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.32, "Ga": 0, "Hg": 0.21, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.47, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 21018.64, "current density": 300, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 2.82, "fe_co_std": 0, "fe_gas_total_mean": 79.83, "fe_gas_total_std": 0, "fe_h2_mean": 76.92, "fe_h2_std": 0, "fe_liquid_mean": 20.17, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 33.75, "max_partial_current_gas_total_mean": 239.49, "max_partial_current_h2_mean": 230.76, "max_partial_current_liquid_mean": 60.51, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.46, "partial_current_co_std": 0, "partial_current_gas_total_mean": 239.49, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 230.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 60.51, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "uoft9_241025_Cu-0.25-Hg-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "uoft", "target composition": "Cu-0.25-Hg-0.25-Pd-0.5", "voltage_mean": 3.8, "voltage_std": 0, "xrf composition": "Cu-0.32-Hg-0.21-Pd-0.47"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.267, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.733, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 28015.93, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft9_241025_Hg-0.2-Pd-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.2-Pd-0.8", "voltage_mean": 2.2733333333333334, "voltage_std": 0.046188021535170036, "xrf composition": "Hg-0.267-Pd-0.733"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.267, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.733, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 28015.93, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 35.24, "fe_co_std": 6.88, "fe_gas_total_mean": 80.65, "fe_gas_total_std": 2, "fe_h2_mean": 45.4, "fe_h2_std": 8.86, "fe_liquid_mean": 19.35, "fe_liquid_std": 2, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 52.6, "max_partial_current_gas_total_mean": 238.64, "max_partial_current_h2_mean": 208.92, "max_partial_current_liquid_mean": 61.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.62, "partial_current_co_std": 3.44, "partial_current_gas_total_mean": 40.32, "partial_current_gas_total_std": 1, "partial_current_h2_mean": 22.7, "partial_current_h2_std": 4.43, "partial_current_liquid_mean": 9.68, "partial_current_liquid_std": 1, "reaction": "CO2R", "sample id": "uoft9_241025_Hg-0.2-Pd-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.2-Pd-0.8", "voltage_mean": 2.926666666666667, "voltage_std": 0.020816659994661382, "xrf composition": "Hg-0.267-Pd-0.733"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.267, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.733, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 28015.93, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 40.36, "fe_co_std": 8.94, "fe_gas_total_mean": 81.85, "fe_gas_total_std": 3.65, "fe_h2_mean": 41.48, "fe_h2_std": 5.77, "fe_liquid_mean": 18.15, "fe_liquid_std": 3.65, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 52.6, "max_partial_current_gas_total_mean": 238.64, "max_partial_current_h2_mean": 208.92, "max_partial_current_liquid_mean": 61.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 40.36, "partial_current_co_std": 8.94, "partial_current_gas_total_mean": 81.85, "partial_current_gas_total_std": 3.65, "partial_current_h2_mean": 41.48, "partial_current_h2_std": 5.77, "partial_current_liquid_mean": 18.15, "partial_current_liquid_std": 3.65, "reaction": "CO2R", "sample id": "uoft9_241025_Hg-0.2-Pd-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.2-Pd-0.8", "voltage_mean": 3.2733333333333334, "voltage_std": 0.03511884584284239, "xrf composition": "Hg-0.267-Pd-0.733"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.267, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.733, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 28015.93, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 35.07, "fe_co_std": 5.72, "fe_gas_total_mean": 78.48, "fe_gas_total_std": 0.54, "fe_h2_mean": 43.39, "fe_h2_std": 5.99, "fe_liquid_mean": 21.52, "fe_liquid_std": 0.54, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 52.6, "max_partial_current_gas_total_mean": 238.64, "max_partial_current_h2_mean": 208.92, "max_partial_current_liquid_mean": 61.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 52.6, "partial_current_co_std": 8.57, "partial_current_gas_total_mean": 117.72, "partial_current_gas_total_std": 0.81, "partial_current_h2_mean": 65.08, "partial_current_h2_std": 8.99, "partial_current_liquid_mean": 32.28, "partial_current_liquid_std": 0.81, "reaction": "CO2R", "sample id": "uoft9_241025_Hg-0.2-Pd-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.2-Pd-0.8", "voltage_mean": 3.4600000000000004, "voltage_std": 0.009999999999999842, "xrf composition": "Hg-0.267-Pd-0.733"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.267, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.733, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 28015.93, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 22.85, "fe_co_std": 4.86, "fe_gas_total_mean": 77.05, "fe_gas_total_std": 2.76, "fe_h2_mean": 54.16, "fe_h2_std": 7.22, "fe_liquid_mean": 22.95, "fe_liquid_std": 2.76, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 52.6, "max_partial_current_gas_total_mean": 238.64, "max_partial_current_h2_mean": 208.92, "max_partial_current_liquid_mean": 61.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 45.69, "partial_current_co_std": 9.73, "partial_current_gas_total_mean": 154.11, "partial_current_gas_total_std": 5.52, "partial_current_h2_mean": 108.33, "partial_current_h2_std": 14.44, "partial_current_liquid_mean": 45.89, "partial_current_liquid_std": 5.52, "reaction": "CO2R", "sample id": "uoft9_241025_Hg-0.2-Pd-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.2-Pd-0.8", "voltage_mean": 3.6333333333333333, "voltage_std": 0.020816659994661382, "xrf composition": "Hg-0.267-Pd-0.733"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.267, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.733, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 28015.93, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 9.86, "fe_co_std": 5.34, "fe_gas_total_mean": 79.55, "fe_gas_total_std": 3.11, "fe_h2_mean": 69.64, "fe_h2_std": 8.34, "fe_liquid_mean": 20.45, "fe_liquid_std": 3.11, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 52.6, "max_partial_current_gas_total_mean": 238.64, "max_partial_current_h2_mean": 208.92, "max_partial_current_liquid_mean": 61.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 29.59, "partial_current_co_std": 16.02, "partial_current_gas_total_mean": 238.64, "partial_current_gas_total_std": 9.33, "partial_current_h2_mean": 208.92, "partial_current_h2_std": 25.02, "partial_current_liquid_mean": 61.36, "partial_current_liquid_std": 9.33, "reaction": "CO2R", "sample id": "uoft9_241025_Hg-0.2-Pd-0.8_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.2-Pd-0.8", "voltage_mean": 3.7999999999999994, "voltage_std": 0.040000000000000036, "xrf composition": "Hg-0.267-Pd-0.733"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.391, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.609, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 21393.22, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft9_241025_Hg-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.333-Pd-0.667", "voltage_mean": 2.4566666666666666, "voltage_std": 0.04041451884327388, "xrf composition": "Hg-0.391-Pd-0.609"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.391, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.609, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 21393.22, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 18.81, "fe_co_std": 2.55, "fe_gas_total_mean": 77.66, "fe_gas_total_std": 2.97, "fe_h2_mean": 58.84, "fe_h2_std": 5.21, "fe_liquid_mean": 22.34, "fe_liquid_std": 2.97, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 29.74, "max_partial_current_gas_total_mean": 231.02, "max_partial_current_h2_mean": 214.73, "max_partial_current_liquid_mean": 68.98, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.4, "partial_current_co_std": 1.28, "partial_current_gas_total_mean": 38.83, "partial_current_gas_total_std": 1.48, "partial_current_h2_mean": 29.42, "partial_current_h2_std": 2.6, "partial_current_liquid_mean": 11.17, "partial_current_liquid_std": 1.48, "reaction": "CO2R", "sample id": "uoft9_241025_Hg-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.333-Pd-0.667", "voltage_mean": 2.9766666666666666, "voltage_std": 0.05131601439446884, "xrf composition": "Hg-0.391-Pd-0.609"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.391, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.609, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 21393.22, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 20.35, "fe_co_std": 2.2, "fe_gas_total_mean": 70.3, "fe_gas_total_std": 3.14, "fe_h2_mean": 49.93, "fe_h2_std": 4.97, "fe_liquid_mean": 29.7, "fe_liquid_std": 3.14, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 29.74, "max_partial_current_gas_total_mean": 231.02, "max_partial_current_h2_mean": 214.73, "max_partial_current_liquid_mean": 68.98, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.35, "partial_current_co_std": 2.2, "partial_current_gas_total_mean": 70.3, "partial_current_gas_total_std": 3.14, "partial_current_h2_mean": 49.93, "partial_current_h2_std": 4.97, "partial_current_liquid_mean": 29.7, "partial_current_liquid_std": 3.14, "reaction": "CO2R", "sample id": "uoft9_241025_Hg-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.333-Pd-0.667", "voltage_mean": 3.33, "voltage_std": 0.0793725393319377, "xrf composition": "Hg-0.391-Pd-0.609"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.391, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.609, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 21393.22, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 19.83, "fe_co_std": 1.25, "fe_gas_total_mean": 66.46, "fe_gas_total_std": 3.55, "fe_h2_mean": 46.6, "fe_h2_std": 4.79, "fe_liquid_mean": 33.54, "fe_liquid_std": 3.55, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 29.74, "max_partial_current_gas_total_mean": 231.02, "max_partial_current_h2_mean": 214.73, "max_partial_current_liquid_mean": 68.98, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 29.74, "partial_current_co_std": 1.87, "partial_current_gas_total_mean": 99.69, "partial_current_gas_total_std": 5.33, "partial_current_h2_mean": 69.9, "partial_current_h2_std": 7.18, "partial_current_liquid_mean": 50.3, "partial_current_liquid_std": 5.33, "reaction": "CO2R", "sample id": "uoft9_241025_Hg-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.333-Pd-0.667", "voltage_mean": 3.53, "voltage_std": 0.07937253933193775, "xrf composition": "Hg-0.391-Pd-0.609"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.391, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.609, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 21393.22, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 14.7, "fe_co_std": 3.17, "fe_gas_total_mean": 71.42, "fe_gas_total_std": 4.78, "fe_h2_mean": 56.67, "fe_h2_std": 6.78, "fe_liquid_mean": 28.58, "fe_liquid_std": 4.78, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 29.74, "max_partial_current_gas_total_mean": 231.02, "max_partial_current_h2_mean": 214.73, "max_partial_current_liquid_mean": 68.98, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 29.39, "partial_current_co_std": 6.33, "partial_current_gas_total_mean": 142.85, "partial_current_gas_total_std": 9.55, "partial_current_h2_mean": 113.35, "partial_current_h2_std": 13.57, "partial_current_liquid_mean": 57.15, "partial_current_liquid_std": 9.55, "reaction": "CO2R", "sample id": "uoft9_241025_Hg-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.333-Pd-0.667", "voltage_mean": 3.716666666666667, "voltage_std": 0.08504900548115366, "xrf composition": "Hg-0.391-Pd-0.609"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0.391, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.609, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 9, "cost_per_gram": 21393.22, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 5.38, "fe_co_std": 1.79, "fe_gas_total_mean": 77.01, "fe_gas_total_std": 2.24, "fe_h2_mean": 71.58, "fe_h2_std": 3.29, "fe_liquid_mean": 22.99, "fe_liquid_std": 2.24, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 29.74, "max_partial_current_gas_total_mean": 231.02, "max_partial_current_h2_mean": 214.73, "max_partial_current_liquid_mean": 68.98, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.15, "partial_current_co_std": 5.36, "partial_current_gas_total_mean": 231.02, "partial_current_gas_total_std": 6.72, "partial_current_h2_mean": 214.73, "partial_current_h2_std": 9.88, "partial_current_liquid_mean": 68.98, "partial_current_liquid_std": 6.72, "reaction": "CO2R", "sample id": "uoft9_241025_Hg-0.333-Pd-0.667_pp0_rep1", "sample_count": 3, "source": "uoft", "target composition": "Hg-0.333-Pd-0.667", "voltage_mean": 3.8733333333333335, "voltage_std": 0.06806859285554054, "xrf composition": "Hg-0.391-Pd-0.609"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 1, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241125, "batch number": 10, "cost_per_gram": 43580, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "uoft10_241125_Pt-1.0_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Pt-1.0", "voltage_mean": 2.5549999999999997, "voltage_std": 0.049497474683058366, "xrf composition": "Pt-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 1, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241125, "batch number": 10, "cost_per_gram": 43580, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 92.57, "fe_gas_total_std": 6.94, "fe_h2_mean": 92.56, "fe_h2_std": 6.95, "fe_liquid_mean": 7.43, "fe_liquid_std": 6.94, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 244.85, "max_partial_current_h2_mean": 244.81, "max_partial_current_liquid_mean": 55.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 46.28, "partial_current_gas_total_std": 3.47, "partial_current_h2_mean": 46.28, "partial_current_h2_std": 3.48, "partial_current_liquid_mean": 3.72, "partial_current_liquid_std": 3.47, "reaction": "CO2R", "sample id": "uoft10_241125_Pt-1.0_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Pt-1.0", "voltage_mean": 3.0599999999999996, "voltage_std": 0.07071067811865497, "xrf composition": "Pt-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 1, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241125, "batch number": 10, "cost_per_gram": 43580, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 91.75, "fe_gas_total_std": 5.33, "fe_h2_mean": 91.73, "fe_h2_std": 5.33, "fe_liquid_mean": 8.25, "fe_liquid_std": 5.33, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 244.85, "max_partial_current_h2_mean": 244.81, "max_partial_current_liquid_mean": 55.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 91.75, "partial_current_gas_total_std": 5.33, "partial_current_h2_mean": 91.73, "partial_current_h2_std": 5.33, "partial_current_liquid_mean": 8.25, "partial_current_liquid_std": 5.33, "reaction": "CO2R", "sample id": "uoft10_241125_Pt-1.0_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Pt-1.0", "voltage_mean": 3.4400000000000004, "voltage_std": 0.014142135623730807, "xrf composition": "Pt-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 1, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241125, "batch number": 10, "cost_per_gram": 43580, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 89.93, "fe_gas_total_std": 3.9, "fe_h2_mean": 89.92, "fe_h2_std": 3.9, "fe_liquid_mean": 10.07, "fe_liquid_std": 3.9, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 244.85, "max_partial_current_h2_mean": 244.81, "max_partial_current_liquid_mean": 55.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 134.9, "partial_current_gas_total_std": 5.85, "partial_current_h2_mean": 134.87, "partial_current_h2_std": 5.84, "partial_current_liquid_mean": 15.1, "partial_current_liquid_std": 5.85, "reaction": "CO2R", "sample id": "uoft10_241125_Pt-1.0_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Pt-1.0", "voltage_mean": 3.545, "voltage_std": 0.03535533905932725, "xrf composition": "Pt-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 1, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241125, "batch number": 10, "cost_per_gram": 43580, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.86, "fe_gas_total_std": 3.63, "fe_h2_mean": 87.85, "fe_h2_std": 3.62, "fe_liquid_mean": 12.14, "fe_liquid_std": 3.63, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 244.85, "max_partial_current_h2_mean": 244.81, "max_partial_current_liquid_mean": 55.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 175.73, "partial_current_gas_total_std": 7.25, "partial_current_h2_mean": 175.7, "partial_current_h2_std": 7.24, "partial_current_liquid_mean": 24.27, "partial_current_liquid_std": 7.25, "reaction": "CO2R", "sample id": "uoft10_241125_Pt-1.0_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Pt-1.0", "voltage_mean": 3.55, "voltage_std": 0.04242640687119305, "xrf composition": "Pt-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 1, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241125, "batch number": 10, "cost_per_gram": 43580, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 81.62, "fe_gas_total_std": 5.78, "fe_h2_mean": 81.6, "fe_h2_std": 5.78, "fe_liquid_mean": 18.38, "fe_liquid_std": 5.78, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 244.85, "max_partial_current_h2_mean": 244.81, "max_partial_current_liquid_mean": 55.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 244.85, "partial_current_gas_total_std": 17.33, "partial_current_h2_mean": 244.81, "partial_current_h2_std": 17.33, "partial_current_liquid_mean": 55.15, "partial_current_liquid_std": 17.33, "reaction": "CO2R", "sample id": "uoft10_241125_Pt-1.0_pp0_rep1", "sample_count": 2, "source": "uoft", "target composition": "Pt-1.0", "voltage_mean": 3.6550000000000002, "voltage_std": 0.07778174593051998, "xrf composition": "Pt-1.0"}, {"Ag": 0.379, "Au": 0.621, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 97220.5, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp1_240503_Ag-0.111-Au-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Au-0.889", "voltage_mean": 2.5, "voltage_std": 0, "xrf composition": "Ag-0.379-Au-0.621"}, {"Ag": 0.379, "Au": 0.621, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 97220.5, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 27.95, "fe_co_std": 0, "fe_gas_total_mean": 95.78, "fe_gas_total_std": 0, "fe_h2_mean": 67.82, "fe_h2_std": 0, "fe_liquid_mean": 4.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 64.71, "max_partial_current_gas_total_mean": 291.6, "max_partial_current_h2_mean": 226.83, "max_partial_current_liquid_mean": 8.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 47.89, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 33.91, "partial_current_h2_std": 0, "partial_current_liquid_mean": 2.11, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.111-Au-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Au-0.889", "voltage_mean": 2.72, "voltage_std": 0, "xrf composition": "Ag-0.379-Au-0.621"}, {"Ag": 0.379, "Au": 0.621, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 97220.5, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 28.57, "fe_co_std": 0, "fe_gas_total_mean": 97.11, "fe_gas_total_std": 0, "fe_h2_mean": 68.52, "fe_h2_std": 0, "fe_liquid_mean": 2.89, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 64.71, "max_partial_current_gas_total_mean": 291.6, "max_partial_current_h2_mean": 226.83, "max_partial_current_liquid_mean": 8.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 28.57, "partial_current_co_std": 0, "partial_current_gas_total_mean": 97.11, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 68.52, "partial_current_h2_std": 0, "partial_current_liquid_mean": 2.89, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.111-Au-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Au-0.889", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Ag-0.379-Au-0.621"}, {"Ag": 0.379, "Au": 0.621, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 97220.5, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 27.78, "fe_co_std": 0, "fe_gas_total_mean": 97.75, "fe_gas_total_std": 0, "fe_h2_mean": 69.95, "fe_h2_std": 0, "fe_liquid_mean": 2.25, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 64.71, "max_partial_current_gas_total_mean": 291.6, "max_partial_current_h2_mean": 226.83, "max_partial_current_liquid_mean": 8.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 41.67, "partial_current_co_std": 0, "partial_current_gas_total_mean": 146.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 104.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 3.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.111-Au-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Au-0.889", "voltage_mean": 3.14, "voltage_std": 0, "xrf composition": "Ag-0.379-Au-0.621"}, {"Ag": 0.379, "Au": 0.621, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 97220.5, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 25.94, "fe_co_std": 0, "fe_gas_total_mean": 98.58, "fe_gas_total_std": 0, "fe_h2_mean": 72.62, "fe_h2_std": 0, "fe_liquid_mean": 1.42, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 64.71, "max_partial_current_gas_total_mean": 291.6, "max_partial_current_h2_mean": 226.83, "max_partial_current_liquid_mean": 8.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 51.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 197.16, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 145.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 2.84, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.111-Au-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Au-0.889", "voltage_mean": 3.26, "voltage_std": 0, "xrf composition": "Ag-0.379-Au-0.621"}, {"Ag": 0.379, "Au": 0.621, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 97220.5, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 21.57, "fe_co_std": 0, "fe_gas_total_mean": 97.2, "fe_gas_total_std": 0, "fe_h2_mean": 75.61, "fe_h2_std": 0, "fe_liquid_mean": 2.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 64.71, "max_partial_current_gas_total_mean": 291.6, "max_partial_current_h2_mean": 226.83, "max_partial_current_liquid_mean": 8.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 64.71, "partial_current_co_std": 0, "partial_current_gas_total_mean": 291.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 226.83, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.111-Au-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Au-0.889", "voltage_mean": 3.42, "voltage_std": 0, "xrf composition": "Ag-0.379-Au-0.621"}, {"Ag": 0.462, "Au": 0.538, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 88369.53, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp1_240503_Ag-0.25-Au-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.75", "voltage_mean": 2.56, "voltage_std": 0, "xrf composition": "Ag-0.462-Au-0.538"}, {"Ag": 0.462, "Au": 0.538, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 88369.53, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 41.49, "fe_co_std": 0, "fe_gas_total_mean": 86.9, "fe_gas_total_std": 0, "fe_h2_mean": 45.4, "fe_h2_std": 0, "fe_liquid_mean": 13.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 132.45, "max_partial_current_gas_total_mean": 263.31, "max_partial_current_h2_mean": 130.83, "max_partial_current_liquid_mean": 36.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.45, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 22.7, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.55, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.25-Au-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.75", "voltage_mean": 2.78, "voltage_std": 0, "xrf composition": "Ag-0.462-Au-0.538"}, {"Ag": 0.462, "Au": 0.538, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 88369.53, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 50.19, "fe_co_std": 0, "fe_gas_total_mean": 88.28, "fe_gas_total_std": 0, "fe_h2_mean": 38.08, "fe_h2_std": 0, "fe_liquid_mean": 11.72, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 132.45, "max_partial_current_gas_total_mean": 263.31, "max_partial_current_h2_mean": 130.83, "max_partial_current_liquid_mean": 36.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 50.19, "partial_current_co_std": 0, "partial_current_gas_total_mean": 88.28, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 38.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.72, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.25-Au-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.75", "voltage_mean": 3.04, "voltage_std": 0, "xrf composition": "Ag-0.462-Au-0.538"}, {"Ag": 0.462, "Au": 0.538, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 88369.53, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 50.95, "fe_co_std": 0, "fe_gas_total_mean": 88.8, "fe_gas_total_std": 0, "fe_h2_mean": 37.84, "fe_h2_std": 0, "fe_liquid_mean": 11.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 132.45, "max_partial_current_gas_total_mean": 263.31, "max_partial_current_h2_mean": 130.83, "max_partial_current_liquid_mean": 36.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 76.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 133.2, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 56.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.8, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.25-Au-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.75", "voltage_mean": 3.22, "voltage_std": 0, "xrf composition": "Ag-0.462-Au-0.538"}, {"Ag": 0.462, "Au": 0.538, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 88369.53, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 48.91, "fe_co_std": 0, "fe_gas_total_mean": 88.72, "fe_gas_total_std": 0, "fe_h2_mean": 39.8, "fe_h2_std": 0, "fe_liquid_mean": 11.28, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 132.45, "max_partial_current_gas_total_mean": 263.31, "max_partial_current_h2_mean": 130.83, "max_partial_current_liquid_mean": 36.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 97.82, "partial_current_co_std": 0, "partial_current_gas_total_mean": 177.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 79.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.25-Au-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.75", "voltage_mean": 3.35, "voltage_std": 0, "xrf composition": "Ag-0.462-Au-0.538"}, {"Ag": 0.462, "Au": 0.538, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 88369.53, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 44.15, "fe_co_std": 0, "fe_gas_total_mean": 87.77, "fe_gas_total_std": 0, "fe_h2_mean": 43.61, "fe_h2_std": 0, "fe_liquid_mean": 12.23, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 132.45, "max_partial_current_gas_total_mean": 263.31, "max_partial_current_h2_mean": 130.83, "max_partial_current_liquid_mean": 36.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 132.45, "partial_current_co_std": 0, "partial_current_gas_total_mean": 263.31, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 130.83, "partial_current_h2_std": 0, "partial_current_liquid_mean": 36.69, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.25-Au-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.75", "voltage_mean": 3.51, "voltage_std": 0, "xrf composition": "Ag-0.462-Au-0.538"}, {"Ag": 0.498, "Au": 0.502, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 84263.81, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp1_240503_Ag-0.333-Au-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.667", "voltage_mean": 2.61, "voltage_std": 0, "xrf composition": "Ag-0.498-Au-0.502"}, {"Ag": 0.498, "Au": 0.502, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 84263.81, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 35.77, "fe_co_std": 0, "fe_gas_total_mean": 90.01, "fe_gas_total_std": 0, "fe_h2_mean": 54.24, "fe_h2_std": 0, "fe_liquid_mean": 9.99, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 136.5, "max_partial_current_gas_total_mean": 268.56, "max_partial_current_h2_mean": 132.03, "max_partial_current_liquid_mean": 31.44, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.89, "partial_current_co_std": 0, "partial_current_gas_total_mean": 45, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 27.12, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.333-Au-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.667", "voltage_mean": 2.79, "voltage_std": 0, "xrf composition": "Ag-0.498-Au-0.502"}, {"Ag": 0.498, "Au": 0.502, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 84263.81, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 44.89, "fe_co_std": 0, "fe_gas_total_mean": 90.38, "fe_gas_total_std": 0, "fe_h2_mean": 45.48, "fe_h2_std": 0, "fe_liquid_mean": 9.62, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 136.5, "max_partial_current_gas_total_mean": 268.56, "max_partial_current_h2_mean": 132.03, "max_partial_current_liquid_mean": 31.44, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 44.89, "partial_current_co_std": 0, "partial_current_gas_total_mean": 90.38, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 45.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.62, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.333-Au-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.667", "voltage_mean": 3.08, "voltage_std": 0, "xrf composition": "Ag-0.498-Au-0.502"}, {"Ag": 0.498, "Au": 0.502, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 84263.81, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 51.09, "fe_co_std": 0, "fe_gas_total_mean": 90.83, "fe_gas_total_std": 0, "fe_h2_mean": 39.73, "fe_h2_std": 0, "fe_liquid_mean": 9.17, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 136.5, "max_partial_current_gas_total_mean": 268.56, "max_partial_current_h2_mean": 132.03, "max_partial_current_liquid_mean": 31.44, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 76.64, "partial_current_co_std": 0, "partial_current_gas_total_mean": 136.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 59.59, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.333-Au-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.667", "voltage_mean": 3.26, "voltage_std": 0, "xrf composition": "Ag-0.498-Au-0.502"}, {"Ag": 0.498, "Au": 0.502, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 84263.81, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 51.28, "fe_co_std": 0, "fe_gas_total_mean": 90.83, "fe_gas_total_std": 0, "fe_h2_mean": 39.53, "fe_h2_std": 0, "fe_liquid_mean": 9.17, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 136.5, "max_partial_current_gas_total_mean": 268.56, "max_partial_current_h2_mean": 132.03, "max_partial_current_liquid_mean": 31.44, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 102.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 181.66, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 79.06, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.34, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.333-Au-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.667", "voltage_mean": 3.39, "voltage_std": 0, "xrf composition": "Ag-0.498-Au-0.502"}, {"Ag": 0.498, "Au": 0.502, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 84263.81, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 45.5, "fe_co_std": 0, "fe_gas_total_mean": 89.52, "fe_gas_total_std": 0, "fe_h2_mean": 44.01, "fe_h2_std": 0, "fe_liquid_mean": 10.48, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 136.5, "max_partial_current_gas_total_mean": 268.56, "max_partial_current_h2_mean": 132.03, "max_partial_current_liquid_mean": 31.44, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 136.5, "partial_current_co_std": 0, "partial_current_gas_total_mean": 268.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 132.03, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.333-Au-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.667", "voltage_mean": 3.57, "voltage_std": 0, "xrf composition": "Ag-0.498-Au-0.502"}, {"Ag": 0.547, "Au": 0.453, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 78389.96, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp1_240503_Ag-0.4-Au-0.6_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.6", "voltage_mean": 2.63, "voltage_std": 0, "xrf composition": "Ag-0.547-Au-0.453"}, {"Ag": 0.547, "Au": 0.453, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 78389.96, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 31.09, "fe_co_std": 0, "fe_gas_total_mean": 87.77, "fe_gas_total_std": 0, "fe_h2_mean": 56.68, "fe_h2_std": 0, "fe_liquid_mean": 12.23, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 115.59, "max_partial_current_gas_total_mean": 260.76, "max_partial_current_h2_mean": 145.14, "max_partial_current_liquid_mean": 39.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 28.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.12, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.4-Au-0.6_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.6", "voltage_mean": 2.83, "voltage_std": 0, "xrf composition": "Ag-0.547-Au-0.453"}, {"Ag": 0.547, "Au": 0.453, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 78389.96, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 43.55, "fe_co_std": 0, "fe_gas_total_mean": 88.69, "fe_gas_total_std": 0, "fe_h2_mean": 45.14, "fe_h2_std": 0, "fe_liquid_mean": 11.31, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 115.59, "max_partial_current_gas_total_mean": 260.76, "max_partial_current_h2_mean": 145.14, "max_partial_current_liquid_mean": 39.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 43.55, "partial_current_co_std": 0, "partial_current_gas_total_mean": 88.69, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 45.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.31, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.4-Au-0.6_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.6", "voltage_mean": 3.08, "voltage_std": 0, "xrf composition": "Ag-0.547-Au-0.453"}, {"Ag": 0.547, "Au": 0.453, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 78389.96, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 47.1, "fe_co_std": 0, "fe_gas_total_mean": 89.28, "fe_gas_total_std": 0, "fe_h2_mean": 42.17, "fe_h2_std": 0, "fe_liquid_mean": 10.72, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 115.59, "max_partial_current_gas_total_mean": 260.76, "max_partial_current_h2_mean": 145.14, "max_partial_current_liquid_mean": 39.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 70.65, "partial_current_co_std": 0, "partial_current_gas_total_mean": 133.92, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 63.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.08, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.4-Au-0.6_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.6", "voltage_mean": 3.24, "voltage_std": 0, "xrf composition": "Ag-0.547-Au-0.453"}, {"Ag": 0.547, "Au": 0.453, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 78389.96, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 44.16, "fe_co_std": 0, "fe_gas_total_mean": 88.05, "fe_gas_total_std": 0, "fe_h2_mean": 43.88, "fe_h2_std": 0, "fe_liquid_mean": 11.95, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 115.59, "max_partial_current_gas_total_mean": 260.76, "max_partial_current_h2_mean": 145.14, "max_partial_current_liquid_mean": 39.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 88.32, "partial_current_co_std": 0, "partial_current_gas_total_mean": 176.1, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 87.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.9, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.4-Au-0.6_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.6", "voltage_mean": 3.35, "voltage_std": 0, "xrf composition": "Ag-0.547-Au-0.453"}, {"Ag": 0.547, "Au": 0.453, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 78389.96, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 38.53, "fe_co_std": 0, "fe_gas_total_mean": 86.92, "fe_gas_total_std": 0, "fe_h2_mean": 48.38, "fe_h2_std": 0, "fe_liquid_mean": 13.08, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 115.59, "max_partial_current_gas_total_mean": 260.76, "max_partial_current_h2_mean": 145.14, "max_partial_current_liquid_mean": 39.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 115.59, "partial_current_co_std": 0, "partial_current_gas_total_mean": 260.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 145.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 39.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.4-Au-0.6_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.6", "voltage_mean": 3.52, "voltage_std": 0, "xrf composition": "Ag-0.547-Au-0.453"}, {"Ag": 0.665, "Au": 0.335, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 62716.44, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp1_240503_Ag-0.5-Au-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.5", "voltage_mean": 2.54, "voltage_std": 0, "xrf composition": "Ag-0.665-Au-0.335"}, {"Ag": 0.665, "Au": 0.335, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 62716.44, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 23.86, "fe_co_std": 0, "fe_gas_total_mean": 86.64, "fe_gas_total_std": 0, "fe_h2_mean": 62.78, "fe_h2_std": 0, "fe_liquid_mean": 13.36, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 129.27, "max_partial_current_gas_total_mean": 267.42, "max_partial_current_h2_mean": 138.12, "max_partial_current_liquid_mean": 32.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.93, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.39, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.5-Au-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.5", "voltage_mean": 2.74, "voltage_std": 0, "xrf composition": "Ag-0.665-Au-0.335"}, {"Ag": 0.665, "Au": 0.335, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 62716.44, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 34.76, "fe_co_std": 0, "fe_gas_total_mean": 87.73, "fe_gas_total_std": 0, "fe_h2_mean": 52.97, "fe_h2_std": 0, "fe_liquid_mean": 12.27, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 129.27, "max_partial_current_gas_total_mean": 267.42, "max_partial_current_h2_mean": 138.12, "max_partial_current_liquid_mean": 32.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.76, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.73, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 52.97, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.27, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.5-Au-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.5", "voltage_mean": 2.98, "voltage_std": 0, "xrf composition": "Ag-0.665-Au-0.335"}, {"Ag": 0.665, "Au": 0.335, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 62716.44, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 47.34, "fe_co_std": 0, "fe_gas_total_mean": 90.09, "fe_gas_total_std": 0, "fe_h2_mean": 42.74, "fe_h2_std": 0, "fe_liquid_mean": 9.91, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 129.27, "max_partial_current_gas_total_mean": 267.42, "max_partial_current_h2_mean": 138.12, "max_partial_current_liquid_mean": 32.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 71.01, "partial_current_co_std": 0, "partial_current_gas_total_mean": 135.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 64.11, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.5-Au-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.5", "voltage_mean": 3.15, "voltage_std": 0, "xrf composition": "Ag-0.665-Au-0.335"}, {"Ag": 0.665, "Au": 0.335, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 62716.44, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 49.34, "fe_co_std": 0, "fe_gas_total_mean": 90.56, "fe_gas_total_std": 0, "fe_h2_mean": 41.2, "fe_h2_std": 0, "fe_liquid_mean": 9.44, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 129.27, "max_partial_current_gas_total_mean": 267.42, "max_partial_current_h2_mean": 138.12, "max_partial_current_liquid_mean": 32.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 98.68, "partial_current_co_std": 0, "partial_current_gas_total_mean": 181.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 82.4, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.5-Au-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.5", "voltage_mean": 3.26, "voltage_std": 0, "xrf composition": "Ag-0.665-Au-0.335"}, {"Ag": 0.665, "Au": 0.335, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 62716.44, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 43.09, "fe_co_std": 0, "fe_gas_total_mean": 89.14, "fe_gas_total_std": 0, "fe_h2_mean": 46.04, "fe_h2_std": 0, "fe_liquid_mean": 10.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 129.27, "max_partial_current_gas_total_mean": 267.42, "max_partial_current_h2_mean": 138.12, "max_partial_current_liquid_mean": 32.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 129.27, "partial_current_co_std": 0, "partial_current_gas_total_mean": 267.42, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 138.12, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.58, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.5-Au-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.5", "voltage_mean": 3.42, "voltage_std": 0, "xrf composition": "Ag-0.665-Au-0.335"}, {"Ag": 0.684, "Au": 0.316, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 59966.27, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp1_240503_Ag-0.6-Au-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.6-Au-0.4", "voltage_mean": 2.6, "voltage_std": 0, "xrf composition": "Ag-0.684-Au-0.316"}, {"Ag": 0.684, "Au": 0.316, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 59966.27, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 16.08, "fe_co_std": 0, "fe_gas_total_mean": 83.15, "fe_gas_total_std": 0, "fe_h2_mean": 67.07, "fe_h2_std": 0, "fe_liquid_mean": 16.85, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 96.93, "max_partial_current_gas_total_mean": 260.37, "max_partial_current_h2_mean": 163.41, "max_partial_current_liquid_mean": 39.63, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 33.53, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.43, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.6-Au-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.6-Au-0.4", "voltage_mean": 2.81, "voltage_std": 0, "xrf composition": "Ag-0.684-Au-0.316"}, {"Ag": 0.684, "Au": 0.316, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 59966.27, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 26.71, "fe_co_std": 0, "fe_gas_total_mean": 85.95, "fe_gas_total_std": 0, "fe_h2_mean": 59.24, "fe_h2_std": 0, "fe_liquid_mean": 14.05, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 96.93, "max_partial_current_gas_total_mean": 260.37, "max_partial_current_h2_mean": 163.41, "max_partial_current_liquid_mean": 39.63, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.71, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.95, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 59.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.05, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.6-Au-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.6-Au-0.4", "voltage_mean": 3.07, "voltage_std": 0, "xrf composition": "Ag-0.684-Au-0.316"}, {"Ag": 0.684, "Au": 0.316, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 59966.27, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 38.54, "fe_co_std": 0, "fe_gas_total_mean": 87.55, "fe_gas_total_std": 0, "fe_h2_mean": 49.01, "fe_h2_std": 0, "fe_liquid_mean": 12.45, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 96.93, "max_partial_current_gas_total_mean": 260.37, "max_partial_current_h2_mean": 163.41, "max_partial_current_liquid_mean": 39.63, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 57.81, "partial_current_co_std": 0, "partial_current_gas_total_mean": 131.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 73.52, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.6-Au-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.6-Au-0.4", "voltage_mean": 3.23, "voltage_std": 0, "xrf composition": "Ag-0.684-Au-0.316"}, {"Ag": 0.684, "Au": 0.316, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 59966.27, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 38.23, "fe_co_std": 0, "fe_gas_total_mean": 86.78, "fe_gas_total_std": 0, "fe_h2_mean": 48.53, "fe_h2_std": 0, "fe_liquid_mean": 13.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 96.93, "max_partial_current_gas_total_mean": 260.37, "max_partial_current_h2_mean": 163.41, "max_partial_current_liquid_mean": 39.63, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 76.46, "partial_current_co_std": 0, "partial_current_gas_total_mean": 173.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 97.06, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.6-Au-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.6-Au-0.4", "voltage_mean": 3.34, "voltage_std": 0, "xrf composition": "Ag-0.684-Au-0.316"}, {"Ag": 0.684, "Au": 0.316, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 59966.27, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 32.31, "fe_co_std": 0, "fe_gas_total_mean": 86.79, "fe_gas_total_std": 0, "fe_h2_mean": 54.47, "fe_h2_std": 0, "fe_liquid_mean": 13.21, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 96.93, "max_partial_current_gas_total_mean": 260.37, "max_partial_current_h2_mean": 163.41, "max_partial_current_liquid_mean": 39.63, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 96.93, "partial_current_co_std": 0, "partial_current_gas_total_mean": 260.37, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 163.41, "partial_current_h2_std": 0, "partial_current_liquid_mean": 39.63, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.6-Au-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.6-Au-0.4", "voltage_mean": 3.5, "voltage_std": 0, "xrf composition": "Ag-0.684-Au-0.316"}, {"Ag": 0.718, "Au": 0.282, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 54870.16, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp1_240503_Ag-0.667-Au-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Au-0.333", "voltage_mean": 2.51, "voltage_std": 0, "xrf composition": "Ag-0.718-Au-0.282"}, {"Ag": 0.718, "Au": 0.282, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 54870.16, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 22.88, "fe_co_std": 0, "fe_gas_total_mean": 84.06, "fe_gas_total_std": 0, "fe_h2_mean": 61.18, "fe_h2_std": 0, "fe_liquid_mean": 15.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 81.42, "max_partial_current_gas_total_mean": 259.32, "max_partial_current_h2_mean": 177.87, "max_partial_current_liquid_mean": 40.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.44, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.03, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 30.59, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.97, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.667-Au-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Au-0.333", "voltage_mean": 2.69, "voltage_std": 0, "xrf composition": "Ag-0.718-Au-0.282"}, {"Ag": 0.718, "Au": 0.282, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 54870.16, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 30.56, "fe_co_std": 0, "fe_gas_total_mean": 85.89, "fe_gas_total_std": 0, "fe_h2_mean": 55.33, "fe_h2_std": 0, "fe_liquid_mean": 14.11, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 81.42, "max_partial_current_gas_total_mean": 259.32, "max_partial_current_h2_mean": 177.87, "max_partial_current_liquid_mean": 40.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.89, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 55.33, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.11, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.667-Au-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Au-0.333", "voltage_mean": 2.95, "voltage_std": 0, "xrf composition": "Ag-0.718-Au-0.282"}, {"Ag": 0.718, "Au": 0.282, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 54870.16, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 35.11, "fe_co_std": 0, "fe_gas_total_mean": 87.36, "fe_gas_total_std": 0, "fe_h2_mean": 52.25, "fe_h2_std": 0, "fe_liquid_mean": 12.64, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 81.42, "max_partial_current_gas_total_mean": 259.32, "max_partial_current_h2_mean": 177.87, "max_partial_current_liquid_mean": 40.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 52.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 131.04, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 78.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.96, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.667-Au-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Au-0.333", "voltage_mean": 3.12, "voltage_std": 0, "xrf composition": "Ag-0.718-Au-0.282"}, {"Ag": 0.718, "Au": 0.282, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 54870.16, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 33.29, "fe_co_std": 0, "fe_gas_total_mean": 87.46, "fe_gas_total_std": 0, "fe_h2_mean": 54.17, "fe_h2_std": 0, "fe_liquid_mean": 12.54, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 81.42, "max_partial_current_gas_total_mean": 259.32, "max_partial_current_h2_mean": 177.87, "max_partial_current_liquid_mean": 40.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 66.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 174.92, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 108.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.08, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.667-Au-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Au-0.333", "voltage_mean": 3.24, "voltage_std": 0, "xrf composition": "Ag-0.718-Au-0.282"}, {"Ag": 0.718, "Au": 0.282, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 54870.16, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 27.14, "fe_co_std": 0, "fe_gas_total_mean": 86.44, "fe_gas_total_std": 0, "fe_h2_mean": 59.29, "fe_h2_std": 0, "fe_liquid_mean": 13.56, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 81.42, "max_partial_current_gas_total_mean": 259.32, "max_partial_current_h2_mean": 177.87, "max_partial_current_liquid_mean": 40.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 81.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 259.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 177.87, "partial_current_h2_std": 0, "partial_current_liquid_mean": 40.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.667-Au-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Au-0.333", "voltage_mean": 3.4, "voltage_std": 0, "xrf composition": "Ag-0.718-Au-0.282"}, {"Ag": 0.769, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 46775.3, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp1_240503_Ag-0.75-Au-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Au-0.25", "voltage_mean": 2.47, "voltage_std": 0, "xrf composition": "Ag-0.769-Au-0.231"}, {"Ag": 0.769, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 46775.3, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 24.33, "fe_co_std": 0, "fe_gas_total_mean": 82.57, "fe_gas_total_std": 0, "fe_h2_mean": 58.24, "fe_h2_std": 0, "fe_liquid_mean": 17.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 74.25, "max_partial_current_gas_total_mean": 255.33, "max_partial_current_h2_mean": 181.05, "max_partial_current_liquid_mean": 44.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.16, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.28, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29.12, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.72, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.75-Au-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Au-0.25", "voltage_mean": 2.67, "voltage_std": 0, "xrf composition": "Ag-0.769-Au-0.231"}, {"Ag": 0.769, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 46775.3, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 32.49, "fe_co_std": 0, "fe_gas_total_mean": 85.15, "fe_gas_total_std": 0, "fe_h2_mean": 52.66, "fe_h2_std": 0, "fe_liquid_mean": 14.85, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 74.25, "max_partial_current_gas_total_mean": 255.33, "max_partial_current_h2_mean": 181.05, "max_partial_current_liquid_mean": 44.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.49, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.15, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 52.66, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.85, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.75-Au-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Au-0.25", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Ag-0.769-Au-0.231"}, {"Ag": 0.769, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 46775.3, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 32.44, "fe_co_std": 0, "fe_gas_total_mean": 86.02, "fe_gas_total_std": 0, "fe_h2_mean": 53.58, "fe_h2_std": 0, "fe_liquid_mean": 13.98, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 74.25, "max_partial_current_gas_total_mean": 255.33, "max_partial_current_h2_mean": 181.05, "max_partial_current_liquid_mean": 44.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 48.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 129.03, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 80.37, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.97, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.75-Au-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Au-0.25", "voltage_mean": 3.14, "voltage_std": 0, "xrf composition": "Ag-0.769-Au-0.231"}, {"Ag": 0.769, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 46775.3, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 29.31, "fe_co_std": 0, "fe_gas_total_mean": 85.29, "fe_gas_total_std": 0, "fe_h2_mean": 55.97, "fe_h2_std": 0, "fe_liquid_mean": 14.71, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 74.25, "max_partial_current_gas_total_mean": 255.33, "max_partial_current_h2_mean": 181.05, "max_partial_current_liquid_mean": 44.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 58.62, "partial_current_co_std": 0, "partial_current_gas_total_mean": 170.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 111.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.75-Au-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Au-0.25", "voltage_mean": 3.27, "voltage_std": 0, "xrf composition": "Ag-0.769-Au-0.231"}, {"Ag": 0.769, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 46775.3, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 24.75, "fe_co_std": 0, "fe_gas_total_mean": 85.11, "fe_gas_total_std": 0, "fe_h2_mean": 60.35, "fe_h2_std": 0, "fe_liquid_mean": 14.89, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 74.25, "max_partial_current_gas_total_mean": 255.33, "max_partial_current_h2_mean": 181.05, "max_partial_current_liquid_mean": 44.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 74.25, "partial_current_co_std": 0, "partial_current_gas_total_mean": 255.33, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 181.05, "partial_current_h2_std": 0, "partial_current_liquid_mean": 44.67, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-0.75-Au-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Au-0.25", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Ag-0.769-Au-0.231"}, {"Ag": 1, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 1570, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp1_240503_Ag-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-1.0", "voltage_mean": 2.9466666666666668, "voltage_std": 0.1887679351302369, "xrf composition": "Ag-1.0"}, {"Ag": 1, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 1570, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.01, "fe_co_mean": 50.44, "fe_co_std": 7.5, "fe_gas_total_mean": 85.42, "fe_gas_total_std": 3.72, "fe_h2_mean": 34.85, "fe_h2_std": 4.28, "fe_liquid_mean": 14.58, "fe_liquid_std": 3.72, "max_partial_current_c2h4_mean": 0.11, "max_partial_current_ch4_mean": 0.28, "max_partial_current_co_mean": 94.91, "max_partial_current_gas_total_mean": 241.68, "max_partial_current_h2_mean": 146.35, "max_partial_current_liquid_mean": 62.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.22, "partial_current_co_std": 3.75, "partial_current_gas_total_mean": 42.71, "partial_current_gas_total_std": 1.86, "partial_current_h2_mean": 17.43, "partial_current_h2_std": 2.14, "partial_current_liquid_mean": 7.29, "partial_current_liquid_std": 1.86, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-1.0", "voltage_mean": 3.1300000000000003, "voltage_std": 0.2193171219946131, "xrf composition": "Ag-1.0"}, {"Ag": 1, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 1570, "current density": 100, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.01, "fe_co_mean": 55.05, "fe_co_std": 8.76, "fe_gas_total_mean": 85.49, "fe_gas_total_std": 6.09, "fe_h2_mean": 30.31, "fe_h2_std": 2.9, "fe_liquid_mean": 14.51, "fe_liquid_std": 6.09, "max_partial_current_c2h4_mean": 0.11, "max_partial_current_ch4_mean": 0.28, "max_partial_current_co_mean": 94.91, "max_partial_current_gas_total_mean": 241.68, "max_partial_current_h2_mean": 146.35, "max_partial_current_liquid_mean": 62.6, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 55.05, "partial_current_co_std": 8.76, "partial_current_gas_total_mean": 85.49, "partial_current_gas_total_std": 6.09, "partial_current_h2_mean": 30.31, "partial_current_h2_std": 2.9, "partial_current_liquid_mean": 14.51, "partial_current_liquid_std": 6.09, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-1.0", "voltage_mean": 3.3833333333333333, "voltage_std": 0.2615976554431123, "xrf composition": "Ag-1.0"}, {"Ag": 1, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 1570, "current density": 150, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.01, "fe_co_mean": 57.29, "fe_co_std": 10.1, "fe_gas_total_mean": 83.91, "fe_gas_total_std": 8.17, "fe_h2_mean": 26.48, "fe_h2_std": 2.69, "fe_liquid_mean": 16.09, "fe_liquid_std": 8.17, "max_partial_current_c2h4_mean": 0.11, "max_partial_current_ch4_mean": 0.28, "max_partial_current_co_mean": 94.91, "max_partial_current_gas_total_mean": 241.68, "max_partial_current_h2_mean": 146.35, "max_partial_current_liquid_mean": 62.6, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0.05, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 85.94, "partial_current_co_std": 15.15, "partial_current_gas_total_mean": 125.86, "partial_current_gas_total_std": 12.25, "partial_current_h2_mean": 39.72, "partial_current_h2_std": 4.03, "partial_current_liquid_mean": 24.14, "partial_current_liquid_std": 12.25, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-1.0", "voltage_mean": 3.546666666666667, "voltage_std": 0.2750151510977773, "xrf composition": "Ag-1.0"}, {"Ag": 1, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 1570, "current density": 200, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 42.47, "fe_co_std": 25.04, "fe_gas_total_mean": 68.7, "fe_gas_total_std": 26.94, "fe_h2_mean": 26.12, "fe_h2_std": 7.42, "fe_liquid_mean": 31.3, "fe_liquid_std": 26.94, "max_partial_current_c2h4_mean": 0.11, "max_partial_current_ch4_mean": 0.28, "max_partial_current_co_mean": 94.91, "max_partial_current_gas_total_mean": 241.68, "max_partial_current_h2_mean": 146.35, "max_partial_current_liquid_mean": 62.6, "partial_current_c2h4_mean": 0.05, "partial_current_c2h4_std": 0.05, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0, "partial_current_co_mean": 84.95, "partial_current_co_std": 50.07, "partial_current_gas_total_mean": 137.4, "partial_current_gas_total_std": 53.88, "partial_current_h2_mean": 52.25, "partial_current_h2_std": 14.84, "partial_current_liquid_mean": 62.6, "partial_current_liquid_std": 53.88, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-1.0", "voltage_mean": 3.67, "voltage_std": 0.28053520278211064, "xrf composition": "Ag-1.0"}, {"Ag": 1, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 1570, "current density": 300, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0.05, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.04, "fe_co_mean": 31.64, "fe_co_std": 25.27, "fe_gas_total_mean": 80.56, "fe_gas_total_std": 4.45, "fe_h2_mean": 48.78, "fe_h2_std": 20.84, "fe_liquid_mean": 19.44, "fe_liquid_std": 4.45, "max_partial_current_c2h4_mean": 0.11, "max_partial_current_ch4_mean": 0.28, "max_partial_current_co_mean": 94.91, "max_partial_current_gas_total_mean": 241.68, "max_partial_current_h2_mean": 146.35, "max_partial_current_liquid_mean": 62.6, "partial_current_c2h4_mean": 0.11, "partial_current_c2h4_std": 0.14, "partial_current_ch4_mean": 0.28, "partial_current_ch4_std": 0.12, "partial_current_co_mean": 94.91, "partial_current_co_std": 75.8, "partial_current_gas_total_mean": 241.68, "partial_current_gas_total_std": 13.35, "partial_current_h2_mean": 146.35, "partial_current_h2_std": 62.53, "partial_current_liquid_mean": 58.32, "partial_current_liquid_std": 13.35, "reaction": "CO2R", "sample id": "vsp1_240503_Ag-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-1.0", "voltage_mean": 3.806666666666667, "voltage_std": 0.25540817005987365, "xrf composition": "Ag-1.0"}, {"Ag": 0, "Au": 1, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 129190, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp1_240503_Au-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-1.0", "voltage_mean": 2.7600000000000002, "voltage_std": 0.09848857801796097, "xrf composition": "Au-1.0"}, {"Ag": 0, "Au": 1, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 129190, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 22.53, "fe_co_std": 2.78, "fe_gas_total_mean": 86.66, "fe_gas_total_std": 5.49, "fe_h2_mean": 64.11, "fe_h2_std": 3.73, "fe_liquid_mean": 13.34, "fe_liquid_std": 5.49, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.05, "max_partial_current_co_mean": 22.12, "max_partial_current_gas_total_mean": 238.89, "max_partial_current_h2_mean": 222.22, "max_partial_current_liquid_mean": 61.11, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.26, "partial_current_co_std": 1.39, "partial_current_gas_total_mean": 43.33, "partial_current_gas_total_std": 2.74, "partial_current_h2_mean": 32.06, "partial_current_h2_std": 1.86, "partial_current_liquid_mean": 6.67, "partial_current_liquid_std": 2.74, "reaction": "CO2R", "sample id": "vsp1_240503_Au-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-1.0", "voltage_mean": 2.8666666666666667, "voltage_std": 0.11590225767142504, "xrf composition": "Au-1.0"}, {"Ag": 0, "Au": 1, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 129190, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 17.3, "fe_co_std": 0.91, "fe_gas_total_mean": 84.69, "fe_gas_total_std": 3.55, "fe_h2_mean": 67.36, "fe_h2_std": 4.07, "fe_liquid_mean": 15.31, "fe_liquid_std": 3.55, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.05, "max_partial_current_co_mean": 22.12, "max_partial_current_gas_total_mean": 238.89, "max_partial_current_h2_mean": 222.22, "max_partial_current_liquid_mean": 61.11, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 17.3, "partial_current_co_std": 0.91, "partial_current_gas_total_mean": 84.69, "partial_current_gas_total_std": 3.55, "partial_current_h2_mean": 67.36, "partial_current_h2_std": 4.07, "partial_current_liquid_mean": 15.31, "partial_current_liquid_std": 3.55, "reaction": "CO2R", "sample id": "vsp1_240503_Au-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-1.0", "voltage_mean": 3.143333333333333, "voltage_std": 0.07505553499465147, "xrf composition": "Au-1.0"}, {"Ag": 0, "Au": 1, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 129190, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 13.4, "fe_co_std": 0.92, "fe_gas_total_mean": 81.93, "fe_gas_total_std": 1.77, "fe_h2_mean": 68.5, "fe_h2_std": 1.94, "fe_liquid_mean": 18.07, "fe_liquid_std": 1.77, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.05, "max_partial_current_co_mean": 22.12, "max_partial_current_gas_total_mean": 238.89, "max_partial_current_h2_mean": 222.22, "max_partial_current_liquid_mean": 61.11, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 20.11, "partial_current_co_std": 1.38, "partial_current_gas_total_mean": 122.89, "partial_current_gas_total_std": 2.65, "partial_current_h2_mean": 102.76, "partial_current_h2_std": 2.91, "partial_current_liquid_mean": 27.11, "partial_current_liquid_std": 2.65, "reaction": "CO2R", "sample id": "vsp1_240503_Au-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-1.0", "voltage_mean": 3.3066666666666666, "voltage_std": 0.05507570547286085, "xrf composition": "Au-1.0"}, {"Ag": 0, "Au": 1, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 129190, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 11.06, "fe_co_std": 0.65, "fe_gas_total_mean": 81.89, "fe_gas_total_std": 2.22, "fe_h2_mean": 70.81, "fe_h2_std": 1.99, "fe_liquid_mean": 18.11, "fe_liquid_std": 2.22, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.05, "max_partial_current_co_mean": 22.12, "max_partial_current_gas_total_mean": 238.89, "max_partial_current_h2_mean": 222.22, "max_partial_current_liquid_mean": 61.11, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 22.12, "partial_current_co_std": 1.3, "partial_current_gas_total_mean": 163.79, "partial_current_gas_total_std": 4.44, "partial_current_h2_mean": 141.62, "partial_current_h2_std": 3.98, "partial_current_liquid_mean": 36.21, "partial_current_liquid_std": 4.44, "reaction": "CO2R", "sample id": "vsp1_240503_Au-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-1.0", "voltage_mean": 3.426666666666667, "voltage_std": 0.045092497528228984, "xrf composition": "Au-1.0"}, {"Ag": 0, "Au": 1, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240503, "batch number": 1, "cost_per_gram": 129190, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 5.54, "fe_co_std": 1.9, "fe_gas_total_mean": 79.63, "fe_gas_total_std": 3.72, "fe_h2_mean": 74.07, "fe_h2_std": 5.43, "fe_liquid_mean": 20.37, "fe_liquid_std": 3.72, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.05, "max_partial_current_co_mean": 22.12, "max_partial_current_gas_total_mean": 238.89, "max_partial_current_h2_mean": 222.22, "max_partial_current_liquid_mean": 61.11, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 16.61, "partial_current_co_std": 5.71, "partial_current_gas_total_mean": 238.89, "partial_current_gas_total_std": 11.16, "partial_current_h2_mean": 222.22, "partial_current_h2_std": 16.29, "partial_current_liquid_mean": 61.11, "partial_current_liquid_std": 11.16, "reaction": "CO2R", "sample id": "vsp1_240503_Au-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-1.0", "voltage_mean": 3.61, "voltage_std": 0.0458257569495586, "xrf composition": "Au-1.0"}, {"Ag": 0, "Au": 0.607, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.393, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 97038.44, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp2_240718_Au-0.75-In-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-In-0.25", "voltage_mean": 2.87, "voltage_std": 0.028284271247461926, "xrf composition": "Au-0.607-In-0.393"}, {"Ag": 0, "Au": 0.607, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.393, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 97038.44, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 14.32, "fe_co_std": 2.1, "fe_gas_total_mean": 69.32, "fe_gas_total_std": 1.49, "fe_h2_mean": 55, "fe_h2_std": 0.6, "fe_liquid_mean": 30.68, "fe_liquid_std": 1.49, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 17.91, "max_partial_current_gas_total_mean": 147.1, "max_partial_current_h2_mean": 132.4, "max_partial_current_liquid_mean": 152.9, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.16, "partial_current_co_std": 1.05, "partial_current_gas_total_mean": 34.66, "partial_current_gas_total_std": 0.75, "partial_current_h2_mean": 27.5, "partial_current_h2_std": 0.3, "partial_current_liquid_mean": 15.34, "partial_current_liquid_std": 0.75, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.75-In-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-In-0.25", "voltage_mean": 2.9050000000000002, "voltage_std": 0.03535533905932741, "xrf composition": "Au-0.607-In-0.393"}, {"Ag": 0, "Au": 0.607, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.393, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 97038.44, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0.01, "fe_co_mean": 13.95, "fe_co_std": 1.88, "fe_gas_total_mean": 65.52, "fe_gas_total_std": 4.33, "fe_h2_mean": 51.56, "fe_h2_std": 2.45, "fe_liquid_mean": 34.48, "fe_liquid_std": 4.33, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 17.91, "max_partial_current_gas_total_mean": 147.1, "max_partial_current_h2_mean": 132.4, "max_partial_current_liquid_mean": 152.9, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 13.95, "partial_current_co_std": 1.88, "partial_current_gas_total_mean": 65.52, "partial_current_gas_total_std": 4.33, "partial_current_h2_mean": 51.56, "partial_current_h2_std": 2.45, "partial_current_liquid_mean": 34.48, "partial_current_liquid_std": 4.33, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.75-In-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-In-0.25", "voltage_mean": 3.165, "voltage_std": 0.007071067811865324, "xrf composition": "Au-0.607-In-0.393"}, {"Ag": 0, "Au": 0.607, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.393, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 97038.44, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 11.94, "fe_co_std": 1.94, "fe_gas_total_mean": 61, "fe_gas_total_std": 8.25, "fe_h2_mean": 49.04, "fe_h2_std": 6.31, "fe_liquid_mean": 39.01, "fe_liquid_std": 8.25, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 17.91, "max_partial_current_gas_total_mean": 147.1, "max_partial_current_h2_mean": 132.4, "max_partial_current_liquid_mean": 152.9, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.91, "partial_current_co_std": 2.91, "partial_current_gas_total_mean": 91.49, "partial_current_gas_total_std": 12.38, "partial_current_h2_mean": 73.57, "partial_current_h2_std": 9.47, "partial_current_liquid_mean": 58.51, "partial_current_liquid_std": 12.38, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.75-In-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-In-0.25", "voltage_mean": 3.285, "voltage_std": 0.007071067811865481, "xrf composition": "Au-0.607-In-0.393"}, {"Ag": 0, "Au": 0.607, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.393, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 97038.44, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 8.57, "fe_co_std": 2.64, "fe_gas_total_mean": 52.53, "fe_gas_total_std": 19.58, "fe_h2_mean": 43.94, "fe_h2_std": 16.95, "fe_liquid_mean": 47.48, "fe_liquid_std": 19.58, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 17.91, "max_partial_current_gas_total_mean": 147.1, "max_partial_current_h2_mean": 132.4, "max_partial_current_liquid_mean": 152.9, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.15, "partial_current_co_std": 5.28, "partial_current_gas_total_mean": 105.05, "partial_current_gas_total_std": 39.16, "partial_current_h2_mean": 87.89, "partial_current_h2_std": 33.9, "partial_current_liquid_mean": 94.95, "partial_current_liquid_std": 39.16, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.75-In-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-In-0.25", "voltage_mean": 3.4050000000000002, "voltage_std": 0.021213203435596444, "xrf composition": "Au-0.607-In-0.393"}, {"Ag": 0, "Au": 0.607, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.393, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 97038.44, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0.01, "fe_co_mean": 4.9, "fe_co_std": 1.53, "fe_gas_total_mean": 49.04, "fe_gas_total_std": 16.88, "fe_h2_mean": 44.14, "fe_h2_std": 15.34, "fe_liquid_mean": 50.96, "fe_liquid_std": 16.88, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 17.91, "max_partial_current_gas_total_mean": 147.1, "max_partial_current_h2_mean": 132.4, "max_partial_current_liquid_mean": 152.9, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 14.69, "partial_current_co_std": 4.6, "partial_current_gas_total_mean": 147.1, "partial_current_gas_total_std": 50.64, "partial_current_h2_mean": 132.4, "partial_current_h2_std": 46.01, "partial_current_liquid_mean": 152.9, "partial_current_liquid_std": 50.64, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.75-In-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-In-0.25", "voltage_mean": 3.6500000000000004, "voltage_std": 0.04242640687119305, "xrf composition": "Au-0.607-In-0.393"}, {"Ag": 0, "Au": 0.674, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.326, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 103382.29, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp2_240718_Au-0.75-In-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-In-0.25", "voltage_mean": 2.885, "voltage_std": 0.06363961030678934, "xrf composition": "Au-0.674-In-0.326"}, {"Ag": 0, "Au": 0.674, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.326, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 103382.29, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 15.4, "fe_co_std": 0.88, "fe_gas_total_mean": 73.26, "fe_gas_total_std": 1.41, "fe_h2_mean": 57.85, "fe_h2_std": 2.29, "fe_liquid_mean": 26.74, "fe_liquid_std": 1.41, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.4, "max_partial_current_gas_total_mean": 222.72, "max_partial_current_h2_mean": 188.31, "max_partial_current_liquid_mean": 77.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.7, "partial_current_co_std": 0.44, "partial_current_gas_total_mean": 36.63, "partial_current_gas_total_std": 0.7, "partial_current_h2_mean": 28.92, "partial_current_h2_std": 1.15, "partial_current_liquid_mean": 13.37, "partial_current_liquid_std": 0.7, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.75-In-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-In-0.25", "voltage_mean": 2.8200000000000003, "voltage_std": 0.01414213562373112, "xrf composition": "Au-0.674-In-0.326"}, {"Ag": 0, "Au": 0.674, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.326, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 103382.29, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.39, "fe_co_std": 1.57, "fe_gas_total_mean": 74.94, "fe_gas_total_std": 0.36, "fe_h2_mean": 58.54, "fe_h2_std": 1.93, "fe_liquid_mean": 25.06, "fe_liquid_std": 0.36, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.4, "max_partial_current_gas_total_mean": 222.72, "max_partial_current_h2_mean": 188.31, "max_partial_current_liquid_mean": 77.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.39, "partial_current_co_std": 1.57, "partial_current_gas_total_mean": 74.94, "partial_current_gas_total_std": 0.36, "partial_current_h2_mean": 58.54, "partial_current_h2_std": 1.93, "partial_current_liquid_mean": 25.06, "partial_current_liquid_std": 0.36, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.75-In-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-In-0.25", "voltage_mean": 3.08, "voltage_std": 0, "xrf composition": "Au-0.674-In-0.326"}, {"Ag": 0, "Au": 0.674, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.326, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 103382.29, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.6, "fe_co_std": 1.63, "fe_gas_total_mean": 76.84, "fe_gas_total_std": 0.8, "fe_h2_mean": 60.24, "fe_h2_std": 0.83, "fe_liquid_mean": 23.16, "fe_liquid_std": 0.8, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.4, "max_partial_current_gas_total_mean": 222.72, "max_partial_current_h2_mean": 188.31, "max_partial_current_liquid_mean": 77.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.91, "partial_current_co_std": 2.45, "partial_current_gas_total_mean": 115.27, "partial_current_gas_total_std": 1.2, "partial_current_h2_mean": 90.35, "partial_current_h2_std": 1.24, "partial_current_liquid_mean": 34.73, "partial_current_liquid_std": 1.2, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.75-In-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-In-0.25", "voltage_mean": 3.2350000000000003, "voltage_std": 0.007071067811865795, "xrf composition": "Au-0.674-In-0.326"}, {"Ag": 0, "Au": 0.674, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.326, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 103382.29, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 15.66, "fe_co_std": 1.49, "fe_gas_total_mean": 76.43, "fe_gas_total_std": 0.93, "fe_h2_mean": 60.76, "fe_h2_std": 0.54, "fe_liquid_mean": 23.57, "fe_liquid_std": 0.93, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.4, "max_partial_current_gas_total_mean": 222.72, "max_partial_current_h2_mean": 188.31, "max_partial_current_liquid_mean": 77.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.33, "partial_current_co_std": 2.98, "partial_current_gas_total_mean": 152.86, "partial_current_gas_total_std": 1.87, "partial_current_h2_mean": 121.51, "partial_current_h2_std": 1.09, "partial_current_liquid_mean": 47.14, "partial_current_liquid_std": 1.87, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.75-In-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-In-0.25", "voltage_mean": 3.3600000000000003, "voltage_std": 0.01414213562373112, "xrf composition": "Au-0.674-In-0.326"}, {"Ag": 0, "Au": 0.674, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.326, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 103382.29, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.46, "fe_co_std": 0.04, "fe_gas_total_mean": 74.24, "fe_gas_total_std": 1.43, "fe_h2_mean": 62.77, "fe_h2_std": 1.46, "fe_liquid_mean": 25.76, "fe_liquid_std": 1.43, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.4, "max_partial_current_gas_total_mean": 222.72, "max_partial_current_h2_mean": 188.31, "max_partial_current_liquid_mean": 77.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.4, "partial_current_co_std": 0.11, "partial_current_gas_total_mean": 222.72, "partial_current_gas_total_std": 4.29, "partial_current_h2_mean": 188.31, "partial_current_h2_std": 4.37, "partial_current_liquid_mean": 77.28, "partial_current_liquid_std": 4.29, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.75-In-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-In-0.25", "voltage_mean": 3.5599999999999996, "voltage_std": 0.014142135623730807, "xrf composition": "Au-0.674-In-0.326"}, {"Ag": 0, "Au": 0.627, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.373, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 98976.09, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp2_240718_Au-0.769-In-0.231_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.769-In-0.231", "voltage_mean": 2.895, "voltage_std": 0.0212132034355966, "xrf composition": "Au-0.627-In-0.373"}, {"Ag": 0, "Au": 0.627, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.373, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 98976.09, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.31, "fe_co_std": 2.77, "fe_gas_total_mean": 66.46, "fe_gas_total_std": 2.02, "fe_h2_mean": 53.14, "fe_h2_std": 0.75, "fe_liquid_mean": 33.54, "fe_liquid_std": 2.02, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 19.4, "max_partial_current_gas_total_mean": 186.2, "max_partial_current_h2_mean": 166.77, "max_partial_current_liquid_mean": 113.8, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.65, "partial_current_co_std": 1.39, "partial_current_gas_total_mean": 33.23, "partial_current_gas_total_std": 1.01, "partial_current_h2_mean": 26.57, "partial_current_h2_std": 0.37, "partial_current_liquid_mean": 16.77, "partial_current_liquid_std": 1.01, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.769-In-0.231_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.769-In-0.231", "voltage_mean": 2.915, "voltage_std": 0.0212132034355966, "xrf composition": "Au-0.627-In-0.373"}, {"Ag": 0, "Au": 0.627, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.373, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 98976.09, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.32, "fe_co_std": 3.81, "fe_gas_total_mean": 60.56, "fe_gas_total_std": 11.09, "fe_h2_mean": 49.22, "fe_h2_std": 7.29, "fe_liquid_mean": 39.44, "fe_liquid_std": 11.09, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 19.4, "max_partial_current_gas_total_mean": 186.2, "max_partial_current_h2_mean": 166.77, "max_partial_current_liquid_mean": 113.8, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.32, "partial_current_co_std": 3.81, "partial_current_gas_total_mean": 60.56, "partial_current_gas_total_std": 11.09, "partial_current_h2_mean": 49.22, "partial_current_h2_std": 7.29, "partial_current_liquid_mean": 39.44, "partial_current_liquid_std": 11.09, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.769-In-0.231_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.769-In-0.231", "voltage_mean": 3.205, "voltage_std": 0.06363961030678918, "xrf composition": "Au-0.627-In-0.373"}, {"Ag": 0, "Au": 0.627, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.373, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 98976.09, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0.01, "fe_co_mean": 9.73, "fe_co_std": 5.7, "fe_gas_total_mean": 54.66, "fe_gas_total_std": 18.53, "fe_h2_mean": 44.92, "fe_h2_std": 12.83, "fe_liquid_mean": 45.33, "fe_liquid_std": 18.53, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 19.4, "max_partial_current_gas_total_mean": 186.2, "max_partial_current_h2_mean": 166.77, "max_partial_current_liquid_mean": 113.8, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 14.6, "partial_current_co_std": 8.55, "partial_current_gas_total_mean": 82, "partial_current_gas_total_std": 27.8, "partial_current_h2_mean": 67.39, "partial_current_h2_std": 19.25, "partial_current_liquid_mean": 68, "partial_current_liquid_std": 27.8, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.769-In-0.231_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.769-In-0.231", "voltage_mean": 3.34, "voltage_std": 0.05656854249492385, "xrf composition": "Au-0.627-In-0.373"}, {"Ag": 0, "Au": 0.627, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.373, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 98976.09, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0.01, "fe_co_mean": 8.76, "fe_co_std": 6.68, "fe_gas_total_mean": 54.2, "fe_gas_total_std": 17.59, "fe_h2_mean": 45.44, "fe_h2_std": 10.9, "fe_liquid_mean": 45.8, "fe_liquid_std": 17.59, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 19.4, "max_partial_current_gas_total_mean": 186.2, "max_partial_current_h2_mean": 166.77, "max_partial_current_liquid_mean": 113.8, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 17.51, "partial_current_co_std": 13.36, "partial_current_gas_total_mean": 108.4, "partial_current_gas_total_std": 35.19, "partial_current_h2_mean": 90.88, "partial_current_h2_std": 21.81, "partial_current_liquid_mean": 91.6, "partial_current_liquid_std": 35.19, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.769-In-0.231_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.769-In-0.231", "voltage_mean": 3.4699999999999998, "voltage_std": 0.08485281374238562, "xrf composition": "Au-0.627-In-0.373"}, {"Ag": 0, "Au": 0.627, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.373, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 98976.09, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0.01, "fe_co_mean": 6.46, "fe_co_std": 6.55, "fe_gas_total_mean": 62.06, "fe_gas_total_std": 0.01, "fe_h2_mean": 55.59, "fe_h2_std": 6.56, "fe_liquid_mean": 37.94, "fe_liquid_std": 0.01, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 19.4, "max_partial_current_gas_total_mean": 186.2, "max_partial_current_h2_mean": 166.77, "max_partial_current_liquid_mean": 113.8, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 19.4, "partial_current_co_std": 19.66, "partial_current_gas_total_mean": 186.2, "partial_current_gas_total_std": 0.02, "partial_current_h2_mean": 166.77, "partial_current_h2_std": 19.69, "partial_current_liquid_mean": 113.8, "partial_current_liquid_std": 0.02, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.769-In-0.231_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.769-In-0.231", "voltage_mean": 3.64, "voltage_std": 0.1131370849898477, "xrf composition": "Au-0.627-In-0.373"}, {"Ag": 0, "Au": 0.721, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.279, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 107593, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp2_240718_Au-0.889-In-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.889-In-0.111", "voltage_mean": 2.93, "voltage_std": 0, "xrf composition": "Au-0.721-In-0.279"}, {"Ag": 0, "Au": 0.721, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.279, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 107593, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 22.22, "fe_co_std": 0, "fe_gas_total_mean": 70.86, "fe_gas_total_std": 0, "fe_h2_mean": 48.63, "fe_h2_std": 0, "fe_liquid_mean": 29.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 34.05, "max_partial_current_gas_total_mean": 211.77, "max_partial_current_h2_mean": 177.72, "max_partial_current_liquid_mean": 88.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.11, "partial_current_co_std": 0, "partial_current_gas_total_mean": 35.43, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 24.32, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.889-In-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.889-In-0.111", "voltage_mean": 2.9, "voltage_std": 0, "xrf composition": "Au-0.721-In-0.279"}, {"Ag": 0, "Au": 0.721, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.279, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 107593, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 19.52, "fe_co_std": 0, "fe_gas_total_mean": 70.88, "fe_gas_total_std": 0, "fe_h2_mean": 51.36, "fe_h2_std": 0, "fe_liquid_mean": 29.12, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 34.05, "max_partial_current_gas_total_mean": 211.77, "max_partial_current_h2_mean": 177.72, "max_partial_current_liquid_mean": 88.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.52, "partial_current_co_std": 0, "partial_current_gas_total_mean": 70.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 51.36, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.12, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.889-In-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.889-In-0.111", "voltage_mean": 3.14, "voltage_std": 0, "xrf composition": "Au-0.721-In-0.279"}, {"Ag": 0, "Au": 0.721, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.279, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 107593, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.37, "fe_co_std": 0, "fe_gas_total_mean": 72.2, "fe_gas_total_std": 0, "fe_h2_mean": 55.82, "fe_h2_std": 0, "fe_liquid_mean": 27.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 34.05, "max_partial_current_gas_total_mean": 211.77, "max_partial_current_h2_mean": 177.72, "max_partial_current_liquid_mean": 88.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 108.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 83.73, "partial_current_h2_std": 0, "partial_current_liquid_mean": 41.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.889-In-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.889-In-0.111", "voltage_mean": 3.33, "voltage_std": 0, "xrf composition": "Au-0.721-In-0.279"}, {"Ag": 0, "Au": 0.721, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.279, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 107593, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.78, "fe_co_std": 0, "fe_gas_total_mean": 71.74, "fe_gas_total_std": 0, "fe_h2_mean": 57.96, "fe_h2_std": 0, "fe_liquid_mean": 28.26, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 34.05, "max_partial_current_gas_total_mean": 211.77, "max_partial_current_h2_mean": 177.72, "max_partial_current_liquid_mean": 88.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 143.48, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 115.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 56.52, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.889-In-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.889-In-0.111", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Au-0.721-In-0.279"}, {"Ag": 0, "Au": 0.721, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.279, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 107593, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 11.35, "fe_co_std": 0, "fe_gas_total_mean": 70.59, "fe_gas_total_std": 0, "fe_h2_mean": 59.24, "fe_h2_std": 0, "fe_liquid_mean": 29.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 34.05, "max_partial_current_gas_total_mean": 211.77, "max_partial_current_h2_mean": 177.72, "max_partial_current_liquid_mean": 88.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.05, "partial_current_co_std": 0, "partial_current_gas_total_mean": 211.77, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 177.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 88.23, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.889-In-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.889-In-0.111", "voltage_mean": 3.71, "voltage_std": 0, "xrf composition": "Au-0.721-In-0.279"}, {"Ag": 0, "Au": 0.791, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.209, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 113529.03, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp2_240718_Au-0.889-In-0.111_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.889-In-0.111", "voltage_mean": 2.83, "voltage_std": 0, "xrf composition": "Au-0.791-In-0.209"}, {"Ag": 0, "Au": 0.791, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.209, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 113529.03, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 17.46, "fe_co_std": 0, "fe_gas_total_mean": 71.23, "fe_gas_total_std": 0, "fe_h2_mean": 53.76, "fe_h2_std": 0, "fe_liquid_mean": 28.77, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 25.23, "max_partial_current_gas_total_mean": 211.98, "max_partial_current_h2_mean": 186.72, "max_partial_current_liquid_mean": 88.02, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.73, "partial_current_co_std": 0, "partial_current_gas_total_mean": 35.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 26.88, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.889-In-0.111_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.889-In-0.111", "voltage_mean": 2.82, "voltage_std": 0, "xrf composition": "Au-0.791-In-0.209"}, {"Ag": 0, "Au": 0.791, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.209, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 113529.03, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 17.03, "fe_co_std": 0, "fe_gas_total_mean": 71.73, "fe_gas_total_std": 0, "fe_h2_mean": 54.7, "fe_h2_std": 0, "fe_liquid_mean": 28.27, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 25.23, "max_partial_current_gas_total_mean": 211.98, "max_partial_current_h2_mean": 186.72, "max_partial_current_liquid_mean": 88.02, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.03, "partial_current_co_std": 0, "partial_current_gas_total_mean": 71.73, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 54.7, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.27, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.889-In-0.111_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.889-In-0.111", "voltage_mean": 3.1, "voltage_std": 0, "xrf composition": "Au-0.791-In-0.209"}, {"Ag": 0, "Au": 0.791, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.209, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 113529.03, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 14.82, "fe_co_std": 0, "fe_gas_total_mean": 70.91, "fe_gas_total_std": 0, "fe_h2_mean": 56.08, "fe_h2_std": 0, "fe_liquid_mean": 29.09, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 25.23, "max_partial_current_gas_total_mean": 211.98, "max_partial_current_h2_mean": 186.72, "max_partial_current_liquid_mean": 88.02, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.23, "partial_current_co_std": 0, "partial_current_gas_total_mean": 106.36, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 84.12, "partial_current_h2_std": 0, "partial_current_liquid_mean": 43.64, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.889-In-0.111_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.889-In-0.111", "voltage_mean": 3.2, "voltage_std": 0, "xrf composition": "Au-0.791-In-0.209"}, {"Ag": 0, "Au": 0.791, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.209, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 113529.03, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.56, "fe_co_std": 0, "fe_gas_total_mean": 70.47, "fe_gas_total_std": 0, "fe_h2_mean": 57.9, "fe_h2_std": 0, "fe_liquid_mean": 29.53, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 25.23, "max_partial_current_gas_total_mean": 211.98, "max_partial_current_h2_mean": 186.72, "max_partial_current_liquid_mean": 88.02, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.12, "partial_current_co_std": 0, "partial_current_gas_total_mean": 140.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 115.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 59.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.889-In-0.111_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.889-In-0.111", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Au-0.791-In-0.209"}, {"Ag": 0, "Au": 0.791, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.209, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 2, "cost_per_gram": 113529.03, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.41, "fe_co_std": 0, "fe_gas_total_mean": 70.66, "fe_gas_total_std": 0, "fe_h2_mean": 62.24, "fe_h2_std": 0, "fe_liquid_mean": 29.34, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 25.23, "max_partial_current_gas_total_mean": 211.98, "max_partial_current_h2_mean": 186.72, "max_partial_current_liquid_mean": 88.02, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.23, "partial_current_co_std": 0, "partial_current_gas_total_mean": 211.98, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 186.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 88.02, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp2_240718_Au-0.889-In-0.111_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.889-In-0.111", "voltage_mean": 3.53, "voltage_std": 0, "xrf composition": "Au-0.791-In-0.209"}, {"Ag": 0, "Au": 0.157, "Cd": 0, "Cu": 0.843, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 47290.08, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Au-0.125-Cu-0.875_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.125-Cu-0.875", "voltage_mean": 2.95, "voltage_std": 0, "xrf composition": "Au-0.157-Cu-0.843"}, {"Ag": 0, "Au": 0.157, "Cd": 0, "Cu": 0.843, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 47290.08, "current density": 50, "fe_c2h4_mean": 0.12, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 57.33, "fe_co_std": 0, "fe_gas_total_mean": 78.49, "fe_gas_total_std": 0, "fe_h2_mean": 21.03, "fe_h2_std": 0, "fe_liquid_mean": 21.51, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 43.96, "max_partial_current_ch4_mean": 4.98, "max_partial_current_co_mean": 73.05, "max_partial_current_gas_total_mean": 236.04, "max_partial_current_h2_mean": 184.26, "max_partial_current_liquid_mean": 63.96, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 28.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 39.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 10.52, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.125-Cu-0.875_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.125-Cu-0.875", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Au-0.157-Cu-0.843"}, {"Ag": 0, "Au": 0.157, "Cd": 0, "Cu": 0.843, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 47290.08, "current density": 100, "fe_c2h4_mean": 2.12, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 64.8, "fe_co_std": 0, "fe_gas_total_mean": 83.44, "fe_gas_total_std": 0, "fe_h2_mean": 16.46, "fe_h2_std": 0, "fe_liquid_mean": 16.56, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 43.96, "max_partial_current_ch4_mean": 4.98, "max_partial_current_co_mean": 73.05, "max_partial_current_gas_total_mean": 236.04, "max_partial_current_h2_mean": 184.26, "max_partial_current_liquid_mean": 63.96, "partial_current_c2h4_mean": 2.12, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 64.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 83.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 16.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.125-Cu-0.875_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.125-Cu-0.875", "voltage_mean": 3.24, "voltage_std": 0, "xrf composition": "Au-0.157-Cu-0.843"}, {"Ag": 0, "Au": 0.157, "Cd": 0, "Cu": 0.843, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 47290.08, "current density": 150, "fe_c2h4_mean": 10.28, "fe_c2h4_std": 0, "fe_ch4_mean": 0.22, "fe_ch4_std": 0, "fe_co_mean": 48.7, "fe_co_std": 0, "fe_gas_total_mean": 81.75, "fe_gas_total_std": 0, "fe_h2_mean": 22.55, "fe_h2_std": 0, "fe_liquid_mean": 18.25, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 43.96, "max_partial_current_ch4_mean": 4.98, "max_partial_current_co_mean": 73.05, "max_partial_current_gas_total_mean": 236.04, "max_partial_current_h2_mean": 184.26, "max_partial_current_liquid_mean": 63.96, "partial_current_c2h4_mean": 15.42, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.33, "partial_current_ch4_std": 0, "partial_current_co_mean": 73.05, "partial_current_co_std": 0, "partial_current_gas_total_mean": 122.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 33.83, "partial_current_h2_std": 0, "partial_current_liquid_mean": 27.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.125-Cu-0.875_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.125-Cu-0.875", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Au-0.157-Cu-0.843"}, {"Ag": 0, "Au": 0.157, "Cd": 0, "Cu": 0.843, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 47290.08, "current density": 200, "fe_c2h4_mean": 21.98, "fe_c2h4_std": 0, "fe_ch4_mean": 0.46, "fe_ch4_std": 0, "fe_co_mean": 22.01, "fe_co_std": 0, "fe_gas_total_mean": 75.67, "fe_gas_total_std": 0, "fe_h2_mean": 31.21, "fe_h2_std": 0, "fe_liquid_mean": 24.33, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 43.96, "max_partial_current_ch4_mean": 4.98, "max_partial_current_co_mean": 73.05, "max_partial_current_gas_total_mean": 236.04, "max_partial_current_h2_mean": 184.26, "max_partial_current_liquid_mean": 63.96, "partial_current_c2h4_mean": 43.96, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.92, "partial_current_ch4_std": 0, "partial_current_co_mean": 44.02, "partial_current_co_std": 0, "partial_current_gas_total_mean": 151.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 62.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 48.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.125-Cu-0.875_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.125-Cu-0.875", "voltage_mean": 3.58, "voltage_std": 0, "xrf composition": "Au-0.157-Cu-0.843"}, {"Ag": 0, "Au": 0.157, "Cd": 0, "Cu": 0.843, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 47290.08, "current density": 300, "fe_c2h4_mean": 11.02, "fe_c2h4_std": 0, "fe_ch4_mean": 1.66, "fe_ch4_std": 0, "fe_co_mean": 4.58, "fe_co_std": 0, "fe_gas_total_mean": 78.68, "fe_gas_total_std": 0, "fe_h2_mean": 61.42, "fe_h2_std": 0, "fe_liquid_mean": 21.32, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 43.96, "max_partial_current_ch4_mean": 4.98, "max_partial_current_co_mean": 73.05, "max_partial_current_gas_total_mean": 236.04, "max_partial_current_h2_mean": 184.26, "max_partial_current_liquid_mean": 63.96, "partial_current_c2h4_mean": 33.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 4.98, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 236.04, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 184.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 63.96, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.125-Cu-0.875_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.125-Cu-0.875", "voltage_mean": 3.8, "voltage_std": 0, "xrf composition": "Au-0.157-Cu-0.843"}, {"Ag": 0, "Au": 0.374, "Cd": 0, "Cu": 0.626, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 83893.5, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Au-0.25-Cu-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.75", "voltage_mean": 2.61, "voltage_std": 0, "xrf composition": "Au-0.374-Cu-0.626"}, {"Ag": 0, "Au": 0.374, "Cd": 0, "Cu": 0.626, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 83893.5, "current density": 50, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 40.7, "fe_co_std": 0, "fe_gas_total_mean": 85.25, "fe_gas_total_std": 0, "fe_h2_mean": 44.48, "fe_h2_std": 0, "fe_liquid_mean": 14.75, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 5.66, "max_partial_current_ch4_mean": 2.58, "max_partial_current_co_mean": 86.12, "max_partial_current_gas_total_mean": 265.08, "max_partial_current_h2_mean": 211.8, "max_partial_current_liquid_mean": 34.92, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.35, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 22.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.25-Cu-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.75", "voltage_mean": 2.85, "voltage_std": 0, "xrf composition": "Au-0.374-Cu-0.626"}, {"Ag": 0, "Au": 0.374, "Cd": 0, "Cu": 0.626, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 83893.5, "current density": 100, "fe_c2h4_mean": 1.13, "fe_c2h4_std": 0, "fe_ch4_mean": 0.32, "fe_ch4_std": 0, "fe_co_mean": 56.08, "fe_co_std": 0, "fe_gas_total_mean": 90.5, "fe_gas_total_std": 0, "fe_h2_mean": 32.96, "fe_h2_std": 0, "fe_liquid_mean": 9.5, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 5.66, "max_partial_current_ch4_mean": 2.58, "max_partial_current_co_mean": 86.12, "max_partial_current_gas_total_mean": 265.08, "max_partial_current_h2_mean": 211.8, "max_partial_current_liquid_mean": 34.92, "partial_current_c2h4_mean": 1.13, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.32, "partial_current_ch4_std": 0, "partial_current_co_mean": 56.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 90.5, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 32.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.25-Cu-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.75", "voltage_mean": 3.14, "voltage_std": 0, "xrf composition": "Au-0.374-Cu-0.626"}, {"Ag": 0, "Au": 0.374, "Cd": 0, "Cu": 0.626, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 83893.5, "current density": 150, "fe_c2h4_mean": 2.51, "fe_c2h4_std": 0, "fe_ch4_mean": 0.57, "fe_ch4_std": 0, "fe_co_mean": 52.76, "fe_co_std": 0, "fe_gas_total_mean": 91.3, "fe_gas_total_std": 0, "fe_h2_mean": 35.45, "fe_h2_std": 0, "fe_liquid_mean": 8.7, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 5.66, "max_partial_current_ch4_mean": 2.58, "max_partial_current_co_mean": 86.12, "max_partial_current_gas_total_mean": 265.08, "max_partial_current_h2_mean": 211.8, "max_partial_current_liquid_mean": 34.92, "partial_current_c2h4_mean": 3.76, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.85, "partial_current_ch4_std": 0, "partial_current_co_mean": 79.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 136.95, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 53.18, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.05, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.25-Cu-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.75", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Au-0.374-Cu-0.626"}, {"Ag": 0, "Au": 0.374, "Cd": 0, "Cu": 0.626, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 83893.5, "current density": 200, "fe_c2h4_mean": 2.83, "fe_c2h4_std": 0, "fe_ch4_mean": 0.65, "fe_ch4_std": 0, "fe_co_mean": 43.06, "fe_co_std": 0, "fe_gas_total_mean": 90.32, "fe_gas_total_std": 0, "fe_h2_mean": 43.78, "fe_h2_std": 0, "fe_liquid_mean": 9.68, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 5.66, "max_partial_current_ch4_mean": 2.58, "max_partial_current_co_mean": 86.12, "max_partial_current_gas_total_mean": 265.08, "max_partial_current_h2_mean": 211.8, "max_partial_current_liquid_mean": 34.92, "partial_current_c2h4_mean": 5.66, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 1.3, "partial_current_ch4_std": 0, "partial_current_co_mean": 86.12, "partial_current_co_std": 0, "partial_current_gas_total_mean": 180.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 87.56, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.25-Cu-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.75", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Au-0.374-Cu-0.626"}, {"Ag": 0, "Au": 0.374, "Cd": 0, "Cu": 0.626, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 83893.5, "current density": 300, "fe_c2h4_mean": 1.7, "fe_c2h4_std": 0, "fe_ch4_mean": 0.86, "fe_ch4_std": 0, "fe_co_mean": 15.19, "fe_co_std": 0, "fe_gas_total_mean": 88.36, "fe_gas_total_std": 0, "fe_h2_mean": 70.6, "fe_h2_std": 0, "fe_liquid_mean": 11.64, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 5.66, "max_partial_current_ch4_mean": 2.58, "max_partial_current_co_mean": 86.12, "max_partial_current_gas_total_mean": 265.08, "max_partial_current_h2_mean": 211.8, "max_partial_current_liquid_mean": 34.92, "partial_current_c2h4_mean": 5.1, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 2.58, "partial_current_ch4_std": 0, "partial_current_co_mean": 45.57, "partial_current_co_std": 0, "partial_current_gas_total_mean": 265.08, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 211.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 34.92, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.25-Cu-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.75", "voltage_mean": 3.63, "voltage_std": 0, "xrf composition": "Au-0.374-Cu-0.626"}, {"Ag": 0, "Au": 0.481, "Cd": 0, "Cu": 0.519, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 95833.47, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Au-0.333-Cu-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 2.56, "voltage_std": 0, "xrf composition": "Au-0.481-Cu-0.519"}, {"Ag": 0, "Au": 0.481, "Cd": 0, "Cu": 0.519, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 95833.47, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 50.73, "fe_co_std": 0, "fe_gas_total_mean": 87.17, "fe_gas_total_std": 0, "fe_h2_mean": 36.43, "fe_h2_std": 0, "fe_liquid_mean": 12.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.94, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 98.48, "max_partial_current_gas_total_mean": 267.27, "max_partial_current_h2_mean": 228.81, "max_partial_current_liquid_mean": 32.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.36, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 18.22, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.333-Cu-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 2.74, "voltage_std": 0, "xrf composition": "Au-0.481-Cu-0.519"}, {"Ag": 0, "Au": 0.481, "Cd": 0, "Cu": 0.519, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 95833.47, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 63.72, "fe_co_std": 0, "fe_gas_total_mean": 93.07, "fe_gas_total_std": 0, "fe_h2_mean": 29.33, "fe_h2_std": 0, "fe_liquid_mean": 6.93, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.94, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 98.48, "max_partial_current_gas_total_mean": 267.27, "max_partial_current_h2_mean": 228.81, "max_partial_current_liquid_mean": 32.73, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 63.72, "partial_current_co_std": 0, "partial_current_gas_total_mean": 93.07, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29.33, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.93, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.333-Cu-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 3.08, "voltage_std": 0, "xrf composition": "Au-0.481-Cu-0.519"}, {"Ag": 0, "Au": 0.481, "Cd": 0, "Cu": 0.519, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 95833.47, "current density": 150, "fe_c2h4_mean": 0.14, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 65.65, "fe_co_std": 0, "fe_gas_total_mean": 94.88, "fe_gas_total_std": 0, "fe_h2_mean": 29.08, "fe_h2_std": 0, "fe_liquid_mean": 5.12, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.94, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 98.48, "max_partial_current_gas_total_mean": 267.27, "max_partial_current_h2_mean": 228.81, "max_partial_current_liquid_mean": 32.73, "partial_current_c2h4_mean": 0.21, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 98.48, "partial_current_co_std": 0, "partial_current_gas_total_mean": 142.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.62, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.333-Cu-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 3.18, "voltage_std": 0, "xrf composition": "Au-0.481-Cu-0.519"}, {"Ag": 0, "Au": 0.481, "Cd": 0, "Cu": 0.519, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 95833.47, "current density": 200, "fe_c2h4_mean": 0.47, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 45.26, "fe_co_std": 0, "fe_gas_total_mean": 92.52, "fe_gas_total_std": 0, "fe_h2_mean": 46.75, "fe_h2_std": 0, "fe_liquid_mean": 7.48, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.94, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 98.48, "max_partial_current_gas_total_mean": 267.27, "max_partial_current_h2_mean": 228.81, "max_partial_current_liquid_mean": 32.73, "partial_current_c2h4_mean": 0.94, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 90.52, "partial_current_co_std": 0, "partial_current_gas_total_mean": 185.04, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 93.5, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.96, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.333-Cu-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 3.35, "voltage_std": 0, "xrf composition": "Au-0.481-Cu-0.519"}, {"Ag": 0, "Au": 0.481, "Cd": 0, "Cu": 0.519, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 95833.47, "current density": 300, "fe_c2h4_mean": 0.24, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 12.49, "fe_co_std": 0, "fe_gas_total_mean": 89.09, "fe_gas_total_std": 0, "fe_h2_mean": 76.27, "fe_h2_std": 0, "fe_liquid_mean": 10.91, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.94, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 98.48, "max_partial_current_gas_total_mean": 267.27, "max_partial_current_h2_mean": 228.81, "max_partial_current_liquid_mean": 32.73, "partial_current_c2h4_mean": 0.72, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0, "partial_current_co_mean": 37.47, "partial_current_co_std": 0, "partial_current_gas_total_mean": 267.27, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 228.81, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.73, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.333-Cu-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Au-0.481-Cu-0.519"}, {"Ag": 0, "Au": 0.442, "Cd": 0, "Cu": 0.558, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 91803.79, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Au-0.333-Cu-0.667_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 2.5866666666666664, "voltage_std": 0.04932882862316263, "xrf composition": "Au-0.442-Cu-0.558"}, {"Ag": 0, "Au": 0.442, "Cd": 0, "Cu": 0.558, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 91803.79, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 40.34, "fe_co_std": 10.04, "fe_gas_total_mean": 85.68, "fe_gas_total_std": 1.92, "fe_h2_mean": 45.33, "fe_h2_std": 11.93, "fe_liquid_mean": 14.32, "fe_liquid_std": 1.92, "max_partial_current_c2h4_mean": 2.56, "max_partial_current_ch4_mean": 0.52, "max_partial_current_co_mean": 93.41, "max_partial_current_gas_total_mean": 258.1, "max_partial_current_h2_mean": 198.89, "max_partial_current_liquid_mean": 41.9, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.17, "partial_current_co_std": 5.02, "partial_current_gas_total_mean": 42.84, "partial_current_gas_total_std": 0.96, "partial_current_h2_mean": 22.67, "partial_current_h2_std": 5.97, "partial_current_liquid_mean": 7.16, "partial_current_liquid_std": 0.96, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.333-Cu-0.667_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 2.766666666666667, "voltage_std": 0.05773502691896237, "xrf composition": "Au-0.442-Cu-0.558"}, {"Ag": 0, "Au": 0.442, "Cd": 0, "Cu": 0.558, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 91803.79, "current density": 100, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 57.33, "fe_co_std": 4, "fe_gas_total_mean": 89.29, "fe_gas_total_std": 1.57, "fe_h2_mean": 31.88, "fe_h2_std": 5, "fe_liquid_mean": 10.71, "fe_liquid_std": 1.57, "max_partial_current_c2h4_mean": 2.56, "max_partial_current_ch4_mean": 0.52, "max_partial_current_co_mean": 93.41, "max_partial_current_gas_total_mean": 258.1, "max_partial_current_h2_mean": 198.89, "max_partial_current_liquid_mean": 41.9, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 57.33, "partial_current_co_std": 4, "partial_current_gas_total_mean": 89.29, "partial_current_gas_total_std": 1.57, "partial_current_h2_mean": 31.88, "partial_current_h2_std": 5, "partial_current_liquid_mean": 10.71, "partial_current_liquid_std": 1.57, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.333-Cu-0.667_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 3.11, "voltage_std": 0.02645751311064612, "xrf composition": "Au-0.442-Cu-0.558"}, {"Ag": 0, "Au": 0.442, "Cd": 0, "Cu": 0.558, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 91803.79, "current density": 150, "fe_c2h4_mean": 0.65, "fe_c2h4_std": 0.33, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.02, "fe_co_mean": 61.27, "fe_co_std": 2.13, "fe_gas_total_mean": 92.22, "fe_gas_total_std": 1.69, "fe_h2_mean": 30.25, "fe_h2_std": 3.45, "fe_liquid_mean": 7.78, "fe_liquid_std": 1.69, "max_partial_current_c2h4_mean": 2.56, "max_partial_current_ch4_mean": 0.52, "max_partial_current_co_mean": 93.41, "max_partial_current_gas_total_mean": 258.1, "max_partial_current_h2_mean": 198.89, "max_partial_current_liquid_mean": 41.9, "partial_current_c2h4_mean": 0.97, "partial_current_c2h4_std": 0.49, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 91.9, "partial_current_co_std": 3.19, "partial_current_gas_total_mean": 138.33, "partial_current_gas_total_std": 2.54, "partial_current_h2_mean": 45.38, "partial_current_h2_std": 5.18, "partial_current_liquid_mean": 11.66, "partial_current_liquid_std": 2.54, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.333-Cu-0.667_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 3.236666666666667, "voltage_std": 0.025166114784235714, "xrf composition": "Au-0.442-Cu-0.558"}, {"Ag": 0, "Au": 0.442, "Cd": 0, "Cu": 0.558, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 91803.79, "current density": 200, "fe_c2h4_mean": 1.28, "fe_c2h4_std": 0.55, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.03, "fe_co_mean": 46.7, "fe_co_std": 8.9, "fe_gas_total_mean": 89.31, "fe_gas_total_std": 3.14, "fe_h2_mean": 41.2, "fe_h2_std": 5.99, "fe_liquid_mean": 10.69, "fe_liquid_std": 3.14, "max_partial_current_c2h4_mean": 2.56, "max_partial_current_ch4_mean": 0.52, "max_partial_current_co_mean": 93.41, "max_partial_current_gas_total_mean": 258.1, "max_partial_current_h2_mean": 198.89, "max_partial_current_liquid_mean": 41.9, "partial_current_c2h4_mean": 2.56, "partial_current_c2h4_std": 1.09, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 93.41, "partial_current_co_std": 17.81, "partial_current_gas_total_mean": 178.62, "partial_current_gas_total_std": 6.29, "partial_current_h2_mean": 82.41, "partial_current_h2_std": 11.98, "partial_current_liquid_mean": 21.38, "partial_current_liquid_std": 6.29, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.333-Cu-0.667_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 3.3966666666666665, "voltage_std": 0.03214550253664325, "xrf composition": "Au-0.442-Cu-0.558"}, {"Ag": 0, "Au": 0.442, "Cd": 0, "Cu": 0.558, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 91803.79, "current density": 300, "fe_c2h4_mean": 0.66, "fe_c2h4_std": 0.15, "fe_ch4_mean": 0.17, "fe_ch4_std": 0.02, "fe_co_mean": 18.9, "fe_co_std": 13.77, "fe_gas_total_mean": 86.03, "fe_gas_total_std": 0.56, "fe_h2_mean": 66.3, "fe_h2_std": 13.73, "fe_liquid_mean": 13.97, "fe_liquid_std": 0.56, "max_partial_current_c2h4_mean": 2.56, "max_partial_current_ch4_mean": 0.52, "max_partial_current_co_mean": 93.41, "max_partial_current_gas_total_mean": 258.1, "max_partial_current_h2_mean": 198.89, "max_partial_current_liquid_mean": 41.9, "partial_current_c2h4_mean": 1.97, "partial_current_c2h4_std": 0.46, "partial_current_ch4_mean": 0.52, "partial_current_ch4_std": 0.07, "partial_current_co_mean": 56.69, "partial_current_co_std": 41.31, "partial_current_gas_total_mean": 258.1, "partial_current_gas_total_std": 1.68, "partial_current_h2_mean": 198.89, "partial_current_h2_std": 41.19, "partial_current_liquid_mean": 41.9, "partial_current_liquid_std": 1.68, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.333-Cu-0.667_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Au-0.333-Cu-0.667", "voltage_mean": 3.606666666666667, "voltage_std": 0.05773502691896263, "xrf composition": "Au-0.442-Cu-0.558"}, {"Ag": 0, "Au": 0.492, "Cd": 0, "Cu": 0.508, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 96911.36, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Au-0.375-Cu-0.625_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-Cu-0.625", "voltage_mean": 2.92, "voltage_std": 0, "xrf composition": "Au-0.492-Cu-0.508"}, {"Ag": 0, "Au": 0.492, "Cd": 0, "Cu": 0.508, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 96911.36, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 53.06, "fe_co_std": 0, "fe_gas_total_mean": 89.61, "fe_gas_total_std": 0, "fe_h2_mean": 36.53, "fe_h2_std": 0, "fe_liquid_mean": 10.39, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.08, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 66.86, "max_partial_current_gas_total_mean": 252.36, "max_partial_current_h2_mean": 223.32, "max_partial_current_liquid_mean": 47.64, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.53, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 18.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.375-Cu-0.625_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-Cu-0.625", "voltage_mean": 2.99, "voltage_std": 0, "xrf composition": "Au-0.492-Cu-0.508"}, {"Ag": 0, "Au": 0.492, "Cd": 0, "Cu": 0.508, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 96911.36, "current density": 100, "fe_c2h4_mean": 0.15, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 54.79, "fe_co_std": 0, "fe_gas_total_mean": 92.04, "fe_gas_total_std": 0, "fe_h2_mean": 37.05, "fe_h2_std": 0, "fe_liquid_mean": 7.96, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.08, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 66.86, "max_partial_current_gas_total_mean": 252.36, "max_partial_current_h2_mean": 223.32, "max_partial_current_liquid_mean": 47.64, "partial_current_c2h4_mean": 0.15, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 54.79, "partial_current_co_std": 0, "partial_current_gas_total_mean": 92.04, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 37.05, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.96, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.375-Cu-0.625_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-Cu-0.625", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Au-0.492-Cu-0.508"}, {"Ag": 0, "Au": 0.492, "Cd": 0, "Cu": 0.508, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 96911.36, "current density": 150, "fe_c2h4_mean": 0.58, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 44.57, "fe_co_std": 0, "fe_gas_total_mean": 90.39, "fe_gas_total_std": 0, "fe_h2_mean": 45.14, "fe_h2_std": 0, "fe_liquid_mean": 9.61, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.08, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 66.86, "max_partial_current_gas_total_mean": 252.36, "max_partial_current_h2_mean": 223.32, "max_partial_current_liquid_mean": 47.64, "partial_current_c2h4_mean": 0.87, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0, "partial_current_co_mean": 66.86, "partial_current_co_std": 0, "partial_current_gas_total_mean": 135.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 67.71, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.375-Cu-0.625_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-Cu-0.625", "voltage_mean": 3.52, "voltage_std": 0, "xrf composition": "Au-0.492-Cu-0.508"}, {"Ag": 0, "Au": 0.492, "Cd": 0, "Cu": 0.508, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 96911.36, "current density": 200, "fe_c2h4_mean": 0.54, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0, "fe_co_mean": 27.83, "fe_co_std": 0, "fe_gas_total_mean": 87.45, "fe_gas_total_std": 0, "fe_h2_mean": 58.94, "fe_h2_std": 0, "fe_liquid_mean": 12.55, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.08, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 66.86, "max_partial_current_gas_total_mean": 252.36, "max_partial_current_h2_mean": 223.32, "max_partial_current_liquid_mean": 47.64, "partial_current_c2h4_mean": 1.08, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.26, "partial_current_ch4_std": 0, "partial_current_co_mean": 55.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 174.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 117.88, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.1, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.375-Cu-0.625_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-Cu-0.625", "voltage_mean": 3.69, "voltage_std": 0, "xrf composition": "Au-0.492-Cu-0.508"}, {"Ag": 0, "Au": 0.492, "Cd": 0, "Cu": 0.508, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 96911.36, "current density": 300, "fe_c2h4_mean": 0.14, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 9.45, "fe_co_std": 0, "fe_gas_total_mean": 84.12, "fe_gas_total_std": 0, "fe_h2_mean": 74.44, "fe_h2_std": 0, "fe_liquid_mean": 15.88, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.08, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 66.86, "max_partial_current_gas_total_mean": 252.36, "max_partial_current_h2_mean": 223.32, "max_partial_current_liquid_mean": 47.64, "partial_current_c2h4_mean": 0.42, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0, "partial_current_co_mean": 28.35, "partial_current_co_std": 0, "partial_current_gas_total_mean": 252.36, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 223.32, "partial_current_h2_std": 0, "partial_current_liquid_mean": 47.64, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.375-Cu-0.625_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-Cu-0.625", "voltage_mean": 3.86, "voltage_std": 0, "xrf composition": "Au-0.492-Cu-0.508"}, {"Ag": 0, "Au": 0.57, "Cd": 0, "Cu": 0.43, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 103904.41, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Au-0.429-Cu-0.571_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.571", "voltage_mean": 2.65, "voltage_std": 0, "xrf composition": "Au-0.57-Cu-0.43"}, {"Ag": 0, "Au": 0.57, "Cd": 0, "Cu": 0.43, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 103904.41, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 42.38, "fe_co_std": 0, "fe_gas_total_mean": 88.06, "fe_gas_total_std": 0, "fe_h2_mean": 45.67, "fe_h2_std": 0, "fe_liquid_mean": 11.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.84, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 72.33, "max_partial_current_gas_total_mean": 263.85, "max_partial_current_h2_mean": 236.94, "max_partial_current_liquid_mean": 36.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.19, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.03, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 22.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.97, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.429-Cu-0.571_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.571", "voltage_mean": 2.74, "voltage_std": 0, "xrf composition": "Au-0.57-Cu-0.43"}, {"Ag": 0, "Au": 0.57, "Cd": 0, "Cu": 0.43, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 103904.41, "current density": 100, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 51.15, "fe_co_std": 0, "fe_gas_total_mean": 91.71, "fe_gas_total_std": 0, "fe_h2_mean": 40.51, "fe_h2_std": 0, "fe_liquid_mean": 8.29, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.84, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 72.33, "max_partial_current_gas_total_mean": 263.85, "max_partial_current_h2_mean": 236.94, "max_partial_current_liquid_mean": 36.15, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 51.15, "partial_current_co_std": 0, "partial_current_gas_total_mean": 91.71, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 40.51, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.29, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.429-Cu-0.571_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.571", "voltage_mean": 3.09, "voltage_std": 0, "xrf composition": "Au-0.57-Cu-0.43"}, {"Ag": 0, "Au": 0.57, "Cd": 0, "Cu": 0.43, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 103904.41, "current density": 150, "fe_c2h4_mean": 0.33, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 48.22, "fe_co_std": 0, "fe_gas_total_mean": 94.43, "fe_gas_total_std": 0, "fe_h2_mean": 45.84, "fe_h2_std": 0, "fe_liquid_mean": 5.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.84, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 72.33, "max_partial_current_gas_total_mean": 263.85, "max_partial_current_h2_mean": 236.94, "max_partial_current_liquid_mean": 36.15, "partial_current_c2h4_mean": 0.5, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 72.33, "partial_current_co_std": 0, "partial_current_gas_total_mean": 141.65, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 68.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.429-Cu-0.571_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.571", "voltage_mean": 3.22, "voltage_std": 0, "xrf composition": "Au-0.57-Cu-0.43"}, {"Ag": 0, "Au": 0.57, "Cd": 0, "Cu": 0.43, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 103904.41, "current density": 200, "fe_c2h4_mean": 0.42, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 32.49, "fe_co_std": 0, "fe_gas_total_mean": 91.4, "fe_gas_total_std": 0, "fe_h2_mean": 58.43, "fe_h2_std": 0, "fe_liquid_mean": 8.6, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.84, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 72.33, "max_partial_current_gas_total_mean": 263.85, "max_partial_current_h2_mean": 236.94, "max_partial_current_liquid_mean": 36.15, "partial_current_c2h4_mean": 0.84, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 64.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 182.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 116.86, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.429-Cu-0.571_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.571", "voltage_mean": 3.38, "voltage_std": 0, "xrf composition": "Au-0.57-Cu-0.43"}, {"Ag": 0, "Au": 0.57, "Cd": 0, "Cu": 0.43, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 103904.41, "current density": 300, "fe_c2h4_mean": 0.14, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 8.72, "fe_co_std": 0, "fe_gas_total_mean": 87.95, "fe_gas_total_std": 0, "fe_h2_mean": 78.98, "fe_h2_std": 0, "fe_liquid_mean": 12.05, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.84, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 72.33, "max_partial_current_gas_total_mean": 263.85, "max_partial_current_h2_mean": 236.94, "max_partial_current_liquid_mean": 36.15, "partial_current_c2h4_mean": 0.42, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.3, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.16, "partial_current_co_std": 0, "partial_current_gas_total_mean": 263.85, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 236.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 36.15, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.429-Cu-0.571_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.571", "voltage_mean": 3.57, "voltage_std": 0, "xrf composition": "Au-0.57-Cu-0.43"}, {"Ag": 0, "Au": 0.62, "Cd": 0, "Cu": 0.38, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 107863.74, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Au-0.5-Cu-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.5", "voltage_mean": 2.7, "voltage_std": 0, "xrf composition": "Au-0.629-Cu-0.371"}, {"Ag": 0, "Au": 0.62, "Cd": 0, "Cu": 0.38, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 107863.74, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 31.05, "fe_co_std": 0, "fe_gas_total_mean": 90.12, "fe_gas_total_std": 0, "fe_h2_mean": 59.06, "fe_h2_std": 0, "fe_liquid_mean": 9.88, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.2, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 52.72, "max_partial_current_gas_total_mean": 264.6, "max_partial_current_h2_mean": 246.81, "max_partial_current_liquid_mean": 35.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.52, "partial_current_co_std": 0, "partial_current_gas_total_mean": 45.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29.53, "partial_current_h2_std": 0, "partial_current_liquid_mean": 4.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.5-Cu-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.5", "voltage_mean": 2.76, "voltage_std": 0, "xrf composition": "Au-0.629-Cu-0.371"}, {"Ag": 0, "Au": 0.62, "Cd": 0, "Cu": 0.38, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 107863.74, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 39.84, "fe_co_std": 0, "fe_gas_total_mean": 91.61, "fe_gas_total_std": 0, "fe_h2_mean": 51.75, "fe_h2_std": 0, "fe_liquid_mean": 8.39, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.2, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 52.72, "max_partial_current_gas_total_mean": 264.6, "max_partial_current_h2_mean": 246.81, "max_partial_current_liquid_mean": 35.4, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 39.84, "partial_current_co_std": 0, "partial_current_gas_total_mean": 91.61, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 51.75, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.39, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.5-Cu-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.5", "voltage_mean": 3.2, "voltage_std": 0, "xrf composition": "Au-0.629-Cu-0.371"}, {"Ag": 0, "Au": 0.62, "Cd": 0, "Cu": 0.38, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 107863.74, "current density": 150, "fe_c2h4_mean": 0.1, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 35.15, "fe_co_std": 0, "fe_gas_total_mean": 89.73, "fe_gas_total_std": 0, "fe_h2_mean": 54.46, "fe_h2_std": 0, "fe_liquid_mean": 10.27, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.2, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 52.72, "max_partial_current_gas_total_mean": 264.6, "max_partial_current_h2_mean": 246.81, "max_partial_current_liquid_mean": 35.4, "partial_current_c2h4_mean": 0.15, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 52.72, "partial_current_co_std": 0, "partial_current_gas_total_mean": 134.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 81.69, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.5-Cu-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.5", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Au-0.629-Cu-0.371"}, {"Ag": 0, "Au": 0.62, "Cd": 0, "Cu": 0.38, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 107863.74, "current density": 200, "fe_c2h4_mean": 0.1, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 20.35, "fe_co_std": 0, "fe_gas_total_mean": 87.99, "fe_gas_total_std": 0, "fe_h2_mean": 67.5, "fe_h2_std": 0, "fe_liquid_mean": 12.01, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.2, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 52.72, "max_partial_current_gas_total_mean": 264.6, "max_partial_current_h2_mean": 246.81, "max_partial_current_liquid_mean": 35.4, "partial_current_c2h4_mean": 0.2, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 40.7, "partial_current_co_std": 0, "partial_current_gas_total_mean": 175.98, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 135, "partial_current_h2_std": 0, "partial_current_liquid_mean": 24.02, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.5-Cu-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.5", "voltage_mean": 3.47, "voltage_std": 0, "xrf composition": "Au-0.629-Cu-0.371"}, {"Ag": 0, "Au": 0.62, "Cd": 0, "Cu": 0.38, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 107863.74, "current density": 300, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 5.86, "fe_co_std": 0, "fe_gas_total_mean": 88.2, "fe_gas_total_std": 0, "fe_h2_mean": 82.27, "fe_h2_std": 0, "fe_liquid_mean": 11.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.2, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 52.72, "max_partial_current_gas_total_mean": 264.6, "max_partial_current_h2_mean": 246.81, "max_partial_current_liquid_mean": 35.4, "partial_current_c2h4_mean": 0.09, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 264.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 246.81, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.5-Cu-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.5", "voltage_mean": 3.67, "voltage_std": 0, "xrf composition": "Au-0.629-Cu-0.371"}, {"Ag": 0, "Au": 0.653, "Cd": 0, "Cu": 0.347, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 110284.83, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Au-0.556-Cu-0.444_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.556-Cu-0.444", "voltage_mean": 2.723333333333333, "voltage_std": 0.03785938897200181, "xrf composition": "Au-0.653-Cu-0.347"}, {"Ag": 0, "Au": 0.653, "Cd": 0, "Cu": 0.347, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 110284.83, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 45.69, "fe_co_std": 5.17, "fe_gas_total_mean": 98.59, "fe_gas_total_std": 5.98, "fe_h2_mean": 52.88, "fe_h2_std": 5.19, "fe_liquid_mean": 3.19, "fe_liquid_std": 3.04, "max_partial_current_c2h4_mean": 0.11, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 64.63, "max_partial_current_gas_total_mean": 269.15, "max_partial_current_h2_mean": 239.91, "max_partial_current_liquid_mean": 30.85, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.84, "partial_current_co_std": 2.58, "partial_current_gas_total_mean": 49.29, "partial_current_gas_total_std": 2.99, "partial_current_h2_mean": 26.44, "partial_current_h2_std": 2.59, "partial_current_liquid_mean": 1.6, "partial_current_liquid_std": 1.52, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.556-Cu-0.444_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.556-Cu-0.444", "voltage_mean": 2.8333333333333335, "voltage_std": 0.025166114784235662, "xrf composition": "Au-0.653-Cu-0.347"}, {"Ag": 0, "Au": 0.653, "Cd": 0, "Cu": 0.347, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 110284.83, "current density": 100, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 46.62, "fe_co_std": 1.17, "fe_gas_total_mean": 96.69, "fe_gas_total_std": 1.33, "fe_h2_mean": 50.02, "fe_h2_std": 1.79, "fe_liquid_mean": 3.31, "fe_liquid_std": 1.33, "max_partial_current_c2h4_mean": 0.11, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 64.63, "max_partial_current_gas_total_mean": 269.15, "max_partial_current_h2_mean": 239.91, "max_partial_current_liquid_mean": 30.85, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 46.62, "partial_current_co_std": 1.17, "partial_current_gas_total_mean": 96.69, "partial_current_gas_total_std": 1.33, "partial_current_h2_mean": 50.02, "partial_current_h2_std": 1.79, "partial_current_liquid_mean": 3.31, "partial_current_liquid_std": 1.33, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.556-Cu-0.444_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.556-Cu-0.444", "voltage_mean": 3.1566666666666667, "voltage_std": 0.05686240703077341, "xrf composition": "Au-0.653-Cu-0.347"}, {"Ag": 0, "Au": 0.653, "Cd": 0, "Cu": 0.347, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 110284.83, "current density": 150, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 41.71, "fe_co_std": 0.72, "fe_gas_total_mean": 99, "fe_gas_total_std": 2.88, "fe_h2_mean": 57.2, "fe_h2_std": 2.16, "fe_liquid_mean": 1.72, "fe_liquid_std": 1.76, "max_partial_current_c2h4_mean": 0.11, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 64.63, "max_partial_current_gas_total_mean": 269.15, "max_partial_current_h2_mean": 239.91, "max_partial_current_liquid_mean": 30.85, "partial_current_c2h4_mean": 0.09, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 62.56, "partial_current_co_std": 1.07, "partial_current_gas_total_mean": 148.5, "partial_current_gas_total_std": 4.32, "partial_current_h2_mean": 85.8, "partial_current_h2_std": 3.25, "partial_current_liquid_mean": 2.58, "partial_current_liquid_std": 2.63, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.556-Cu-0.444_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.556-Cu-0.444", "voltage_mean": 3.313333333333333, "voltage_std": 0.032145502536643195, "xrf composition": "Au-0.653-Cu-0.347"}, {"Ag": 0, "Au": 0.653, "Cd": 0, "Cu": 0.347, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 110284.83, "current density": 200, "fe_c2h4_mean": 0.05, "fe_c2h4_std": 0.02, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 32.32, "fe_co_std": 2.24, "fe_gas_total_mean": 95.48, "fe_gas_total_std": 2.11, "fe_h2_mean": 63.07, "fe_h2_std": 0.58, "fe_liquid_mean": 4.52, "fe_liquid_std": 2.11, "max_partial_current_c2h4_mean": 0.11, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 64.63, "max_partial_current_gas_total_mean": 269.15, "max_partial_current_h2_mean": 239.91, "max_partial_current_liquid_mean": 30.85, "partial_current_c2h4_mean": 0.11, "partial_current_c2h4_std": 0.04, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 64.63, "partial_current_co_std": 4.48, "partial_current_gas_total_mean": 190.95, "partial_current_gas_total_std": 4.22, "partial_current_h2_mean": 126.15, "partial_current_h2_std": 1.16, "partial_current_liquid_mean": 9.05, "partial_current_liquid_std": 4.22, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.556-Cu-0.444_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.556-Cu-0.444", "voltage_mean": 3.44, "voltage_std": 0.0458257569495586, "xrf composition": "Au-0.653-Cu-0.347"}, {"Ag": 0, "Au": 0.653, "Cd": 0, "Cu": 0.347, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 110284.83, "current density": 300, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 9.67, "fe_co_std": 1.41, "fe_gas_total_mean": 89.72, "fe_gas_total_std": 3.08, "fe_h2_mean": 79.97, "fe_h2_std": 2.1, "fe_liquid_mean": 10.28, "fe_liquid_std": 3.08, "max_partial_current_c2h4_mean": 0.11, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 64.63, "max_partial_current_gas_total_mean": 269.15, "max_partial_current_h2_mean": 239.91, "max_partial_current_liquid_mean": 30.85, "partial_current_c2h4_mean": 0.07, "partial_current_c2h4_std": 0.03, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 29.01, "partial_current_co_std": 4.22, "partial_current_gas_total_mean": 269.15, "partial_current_gas_total_std": 9.23, "partial_current_h2_mean": 239.91, "partial_current_h2_std": 6.29, "partial_current_liquid_mean": 30.85, "partial_current_liquid_std": 9.23, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.556-Cu-0.444_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.556-Cu-0.444", "voltage_mean": 3.6466666666666665, "voltage_std": 0.060277137733416995, "xrf composition": "Au-0.653-Cu-0.347"}, {"Ag": 0, "Au": 0.615, "Cd": 0, "Cu": 0.385, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 107484.13, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Au-0.571-Cu-0.429_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.571-Cu-0.429", "voltage_mean": 2.7, "voltage_std": 0, "xrf composition": "Au-0.615-Cu-0.385"}, {"Ag": 0, "Au": 0.615, "Cd": 0, "Cu": 0.385, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 107484.13, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 41.43, "fe_co_std": 0, "fe_gas_total_mean": 98.87, "fe_gas_total_std": 0, "fe_h2_mean": 57.42, "fe_h2_std": 0, "fe_liquid_mean": 1.13, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.26, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 69.66, "max_partial_current_gas_total_mean": 264.12, "max_partial_current_h2_mean": 228.42, "max_partial_current_liquid_mean": 35.88, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.72, "partial_current_co_std": 0, "partial_current_gas_total_mean": 49.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 28.71, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.571-Cu-0.429_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.571-Cu-0.429", "voltage_mean": 2.76, "voltage_std": 0, "xrf composition": "Au-0.615-Cu-0.385"}, {"Ag": 0, "Au": 0.615, "Cd": 0, "Cu": 0.385, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 107484.13, "current density": 100, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 45.93, "fe_co_std": 0, "fe_gas_total_mean": 92.29, "fe_gas_total_std": 0, "fe_h2_mean": 46.32, "fe_h2_std": 0, "fe_liquid_mean": 7.71, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.26, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 69.66, "max_partial_current_gas_total_mean": 264.12, "max_partial_current_h2_mean": 228.42, "max_partial_current_liquid_mean": 35.88, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 45.93, "partial_current_co_std": 0, "partial_current_gas_total_mean": 92.29, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 46.32, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.71, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.571-Cu-0.429_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.571-Cu-0.429", "voltage_mean": 3.06, "voltage_std": 0, "xrf composition": "Au-0.615-Cu-0.385"}, {"Ag": 0, "Au": 0.615, "Cd": 0, "Cu": 0.385, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 107484.13, "current density": 150, "fe_c2h4_mean": 0.11, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 42.63, "fe_co_std": 0, "fe_gas_total_mean": 90.9, "fe_gas_total_std": 0, "fe_h2_mean": 48.13, "fe_h2_std": 0, "fe_liquid_mean": 9.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.26, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 69.66, "max_partial_current_gas_total_mean": 264.12, "max_partial_current_h2_mean": 228.42, "max_partial_current_liquid_mean": 35.88, "partial_current_c2h4_mean": 0.16, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 63.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 136.35, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 72.19, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.65, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.571-Cu-0.429_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.571-Cu-0.429", "voltage_mean": 3.23, "voltage_std": 0, "xrf composition": "Au-0.615-Cu-0.385"}, {"Ag": 0, "Au": 0.615, "Cd": 0, "Cu": 0.385, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 107484.13, "current density": 200, "fe_c2h4_mean": 0.13, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 34.83, "fe_co_std": 0, "fe_gas_total_mean": 91.61, "fe_gas_total_std": 0, "fe_h2_mean": 56.63, "fe_h2_std": 0, "fe_liquid_mean": 8.39, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.26, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 69.66, "max_partial_current_gas_total_mean": 264.12, "max_partial_current_h2_mean": 228.42, "max_partial_current_liquid_mean": 35.88, "partial_current_c2h4_mean": 0.26, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 69.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 183.22, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 113.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.78, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.571-Cu-0.429_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.571-Cu-0.429", "voltage_mean": 3.34, "voltage_std": 0, "xrf composition": "Au-0.615-Cu-0.385"}, {"Ag": 0, "Au": 0.615, "Cd": 0, "Cu": 0.385, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 107484.13, "current density": 300, "fe_c2h4_mean": 0.08, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 11.77, "fe_co_std": 0, "fe_gas_total_mean": 88.04, "fe_gas_total_std": 0, "fe_h2_mean": 76.14, "fe_h2_std": 0, "fe_liquid_mean": 11.96, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.26, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 69.66, "max_partial_current_gas_total_mean": 264.12, "max_partial_current_h2_mean": 228.42, "max_partial_current_liquid_mean": 35.88, "partial_current_c2h4_mean": 0.24, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0, "partial_current_co_mean": 35.31, "partial_current_co_std": 0, "partial_current_gas_total_mean": 264.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 228.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.571-Cu-0.429_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.571-Cu-0.429", "voltage_mean": 3.53, "voltage_std": 0, "xrf composition": "Au-0.615-Cu-0.385"}, {"Ag": 0, "Au": 0.599, "Cd": 0, "Cu": 0.401, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 106245.67, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Au-0.6-Cu-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Cu-0.4", "voltage_mean": 2.69, "voltage_std": 0, "xrf composition": "Au-0.599-Cu-0.401"}, {"Ag": 0, "Au": 0.599, "Cd": 0, "Cu": 0.401, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 106245.67, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 35.3, "fe_co_std": 0, "fe_gas_total_mean": 88.94, "fe_gas_total_std": 0, "fe_h2_mean": 53.62, "fe_h2_std": 0, "fe_liquid_mean": 11.06, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.14, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 65.36, "max_partial_current_gas_total_mean": 264.69, "max_partial_current_h2_mean": 237.33, "max_partial_current_liquid_mean": 35.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.65, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.47, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 26.81, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.53, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.6-Cu-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Cu-0.4", "voltage_mean": 2.78, "voltage_std": 0, "xrf composition": "Au-0.599-Cu-0.401"}, {"Ag": 0, "Au": 0.599, "Cd": 0, "Cu": 0.401, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 106245.67, "current density": 100, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 46.03, "fe_co_std": 0, "fe_gas_total_mean": 93.86, "fe_gas_total_std": 0, "fe_h2_mean": 47.8, "fe_h2_std": 0, "fe_liquid_mean": 6.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.14, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 65.36, "max_partial_current_gas_total_mean": 264.69, "max_partial_current_h2_mean": 237.33, "max_partial_current_liquid_mean": 35.31, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 46.03, "partial_current_co_std": 0, "partial_current_gas_total_mean": 93.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 47.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.6-Cu-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Cu-0.4", "voltage_mean": 3.09, "voltage_std": 0, "xrf composition": "Au-0.599-Cu-0.401"}, {"Ag": 0, "Au": 0.599, "Cd": 0, "Cu": 0.401, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 106245.67, "current density": 150, "fe_c2h4_mean": 0.07, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 42.2, "fe_co_std": 0, "fe_gas_total_mean": 92.46, "fe_gas_total_std": 0, "fe_h2_mean": 50.16, "fe_h2_std": 0, "fe_liquid_mean": 7.54, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.14, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 65.36, "max_partial_current_gas_total_mean": 264.69, "max_partial_current_h2_mean": 237.33, "max_partial_current_liquid_mean": 35.31, "partial_current_c2h4_mean": 0.11, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 63.3, "partial_current_co_std": 0, "partial_current_gas_total_mean": 138.69, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 75.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.31, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.6-Cu-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Cu-0.4", "voltage_mean": 3.27, "voltage_std": 0, "xrf composition": "Au-0.599-Cu-0.401"}, {"Ag": 0, "Au": 0.599, "Cd": 0, "Cu": 0.401, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 106245.67, "current density": 200, "fe_c2h4_mean": 0.07, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 32.68, "fe_co_std": 0, "fe_gas_total_mean": 92.35, "fe_gas_total_std": 0, "fe_h2_mean": 59.57, "fe_h2_std": 0, "fe_liquid_mean": 7.65, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.14, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 65.36, "max_partial_current_gas_total_mean": 264.69, "max_partial_current_h2_mean": 237.33, "max_partial_current_liquid_mean": 35.31, "partial_current_c2h4_mean": 0.14, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 65.36, "partial_current_co_std": 0, "partial_current_gas_total_mean": 184.7, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 119.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.3, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.6-Cu-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Cu-0.4", "voltage_mean": 3.39, "voltage_std": 0, "xrf composition": "Au-0.599-Cu-0.401"}, {"Ag": 0, "Au": 0.599, "Cd": 0, "Cu": 0.401, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 106245.67, "current density": 300, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 9.03, "fe_co_std": 0, "fe_gas_total_mean": 88.23, "fe_gas_total_std": 0, "fe_h2_mean": 79.11, "fe_h2_std": 0, "fe_liquid_mean": 11.77, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.14, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 65.36, "max_partial_current_gas_total_mean": 264.69, "max_partial_current_h2_mean": 237.33, "max_partial_current_liquid_mean": 35.31, "partial_current_c2h4_mean": 0.12, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.09, "partial_current_co_std": 0, "partial_current_gas_total_mean": 264.69, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 237.33, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.31, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.6-Cu-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Cu-0.4", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Au-0.599-Cu-0.401"}, {"Ag": 0, "Au": 0.677, "Cd": 0, "Cu": 0.323, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 111958.6, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Au-0.667-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Cu-0.333", "voltage_mean": 2.65, "voltage_std": 0, "xrf composition": "Au-0.677-Cu-0.323"}, {"Ag": 0, "Au": 0.677, "Cd": 0, "Cu": 0.323, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 111958.6, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 36.54, "fe_co_std": 0, "fe_gas_total_mean": 96.29, "fe_gas_total_std": 0, "fe_h2_mean": 59.73, "fe_h2_std": 0, "fe_liquid_mean": 3.71, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 55.16, "max_partial_current_gas_total_mean": 271.26, "max_partial_current_h2_mean": 247.11, "max_partial_current_liquid_mean": 28.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.27, "partial_current_co_std": 0, "partial_current_gas_total_mean": 48.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29.86, "partial_current_h2_std": 0, "partial_current_liquid_mean": 1.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.667-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Cu-0.333", "voltage_mean": 2.82, "voltage_std": 0, "xrf composition": "Au-0.677-Cu-0.323"}, {"Ag": 0, "Au": 0.677, "Cd": 0, "Cu": 0.323, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 111958.6, "current density": 100, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 41.97, "fe_co_std": 0, "fe_gas_total_mean": 98.21, "fe_gas_total_std": 0, "fe_h2_mean": 56.18, "fe_h2_std": 0, "fe_liquid_mean": 1.79, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 55.16, "max_partial_current_gas_total_mean": 271.26, "max_partial_current_h2_mean": 247.11, "max_partial_current_liquid_mean": 28.74, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 41.97, "partial_current_co_std": 0, "partial_current_gas_total_mean": 98.21, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 56.18, "partial_current_h2_std": 0, "partial_current_liquid_mean": 1.79, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.667-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Cu-0.333", "voltage_mean": 3.19, "voltage_std": 0, "xrf composition": "Au-0.677-Cu-0.323"}, {"Ag": 0, "Au": 0.677, "Cd": 0, "Cu": 0.323, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 111958.6, "current density": 150, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 34.7, "fe_co_std": 0, "fe_gas_total_mean": 97.05, "fe_gas_total_std": 0, "fe_h2_mean": 62.27, "fe_h2_std": 0, "fe_liquid_mean": 2.95, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 55.16, "max_partial_current_gas_total_mean": 271.26, "max_partial_current_h2_mean": 247.11, "max_partial_current_liquid_mean": 28.74, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 52.05, "partial_current_co_std": 0, "partial_current_gas_total_mean": 145.57, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 93.4, "partial_current_h2_std": 0, "partial_current_liquid_mean": 4.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.667-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Cu-0.333", "voltage_mean": 3.33, "voltage_std": 0, "xrf composition": "Au-0.677-Cu-0.323"}, {"Ag": 0, "Au": 0.677, "Cd": 0, "Cu": 0.323, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 111958.6, "current density": 200, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 27.58, "fe_co_std": 0, "fe_gas_total_mean": 95.91, "fe_gas_total_std": 0, "fe_h2_mean": 68.25, "fe_h2_std": 0, "fe_liquid_mean": 4.09, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 55.16, "max_partial_current_gas_total_mean": 271.26, "max_partial_current_h2_mean": 247.11, "max_partial_current_liquid_mean": 28.74, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 55.16, "partial_current_co_std": 0, "partial_current_gas_total_mean": 191.82, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 136.5, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.18, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.667-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Cu-0.333", "voltage_mean": 3.47, "voltage_std": 0, "xrf composition": "Au-0.677-Cu-0.323"}, {"Ag": 0, "Au": 0.677, "Cd": 0, "Cu": 0.323, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 111958.6, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 7.99, "fe_co_std": 0, "fe_gas_total_mean": 90.42, "fe_gas_total_std": 0, "fe_h2_mean": 82.37, "fe_h2_std": 0, "fe_liquid_mean": 9.58, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 55.16, "max_partial_current_gas_total_mean": 271.26, "max_partial_current_h2_mean": 247.11, "max_partial_current_liquid_mean": 28.74, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.97, "partial_current_co_std": 0, "partial_current_gas_total_mean": 271.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 247.11, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.74, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.667-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Cu-0.333", "voltage_mean": 3.65, "voltage_std": 0, "xrf composition": "Au-0.677-Cu-0.323"}, {"Ag": 0, "Au": 0.697, "Cd": 0, "Cu": 0.303, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 113301.11, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Au-0.667-Cu-0.333_pp0_rep2", "sample_count": 5, "source": "vsp", "target composition": "Au-0.667-Cu-0.333", "voltage_mean": 2.804, "voltage_std": 0.1379492660364672, "xrf composition": "Au-0.706-Cu-0.294"}, {"Ag": 0, "Au": 0.697, "Cd": 0, "Cu": 0.303, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 113301.11, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 37.03, "fe_co_std": 9.5, "fe_gas_total_mean": 94.63, "fe_gas_total_std": 8.59, "fe_h2_mean": 57.57, "fe_h2_std": 1.59, "fe_liquid_mean": 7.32, "fe_liquid_std": 4.41, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 41.58, "max_partial_current_gas_total_mean": 258.86, "max_partial_current_h2_mean": 237.27, "max_partial_current_liquid_mean": 41.14, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.52, "partial_current_co_std": 4.75, "partial_current_gas_total_mean": 47.31, "partial_current_gas_total_std": 4.3, "partial_current_h2_mean": 28.78, "partial_current_h2_std": 0.79, "partial_current_liquid_mean": 3.66, "partial_current_liquid_std": 2.2, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.667-Cu-0.333_pp0_rep2", "sample_count": 5, "source": "vsp", "target composition": "Au-0.667-Cu-0.333", "voltage_mean": 2.928, "voltage_std": 0.1273577637994637, "xrf composition": "Au-0.706-Cu-0.294"}, {"Ag": 0, "Au": 0.697, "Cd": 0, "Cu": 0.303, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 113301.11, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 34.39, "fe_co_std": 10.32, "fe_gas_total_mean": 95.59, "fe_gas_total_std": 8.55, "fe_h2_mean": 61.15, "fe_h2_std": 2.88, "fe_liquid_mean": 6.48, "fe_liquid_std": 4.22, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 41.58, "max_partial_current_gas_total_mean": 258.86, "max_partial_current_h2_mean": 237.27, "max_partial_current_liquid_mean": 41.14, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 34.39, "partial_current_co_std": 10.32, "partial_current_gas_total_mean": 95.59, "partial_current_gas_total_std": 8.55, "partial_current_h2_mean": 61.15, "partial_current_h2_std": 2.88, "partial_current_liquid_mean": 6.48, "partial_current_liquid_std": 4.22, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.667-Cu-0.333_pp0_rep2", "sample_count": 5, "source": "vsp", "target composition": "Au-0.667-Cu-0.333", "voltage_mean": 3.2760000000000007, "voltage_std": 0.12300406497347964, "xrf composition": "Au-0.706-Cu-0.294"}, {"Ag": 0, "Au": 0.697, "Cd": 0, "Cu": 0.303, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 113301.11, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 27.72, "fe_co_std": 7.23, "fe_gas_total_mean": 93.55, "fe_gas_total_std": 4.83, "fe_h2_mean": 65.77, "fe_h2_std": 2.96, "fe_liquid_mean": 6.65, "fe_liquid_std": 4.45, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 41.58, "max_partial_current_gas_total_mean": 258.86, "max_partial_current_h2_mean": 237.27, "max_partial_current_liquid_mean": 41.14, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 41.58, "partial_current_co_std": 10.85, "partial_current_gas_total_mean": 140.32, "partial_current_gas_total_std": 7.24, "partial_current_h2_mean": 98.66, "partial_current_h2_std": 4.44, "partial_current_liquid_mean": 9.98, "partial_current_liquid_std": 6.67, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.667-Cu-0.333_pp0_rep2", "sample_count": 5, "source": "vsp", "target composition": "Au-0.667-Cu-0.333", "voltage_mean": 3.438, "voltage_std": 0.1427235089254744, "xrf composition": "Au-0.706-Cu-0.294"}, {"Ag": 0, "Au": 0.697, "Cd": 0, "Cu": 0.303, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 113301.11, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 19.99, "fe_co_std": 6.26, "fe_gas_total_mean": 90.86, "fe_gas_total_std": 2.64, "fe_h2_mean": 70.81, "fe_h2_std": 4.94, "fe_liquid_mean": 9.14, "fe_liquid_std": 2.64, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 41.58, "max_partial_current_gas_total_mean": 258.86, "max_partial_current_h2_mean": 237.27, "max_partial_current_liquid_mean": 41.14, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 39.99, "partial_current_co_std": 12.52, "partial_current_gas_total_mean": 181.72, "partial_current_gas_total_std": 5.28, "partial_current_h2_mean": 141.62, "partial_current_h2_std": 9.88, "partial_current_liquid_mean": 18.28, "partial_current_liquid_std": 5.28, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.667-Cu-0.333_pp0_rep2", "sample_count": 5, "source": "vsp", "target composition": "Au-0.667-Cu-0.333", "voltage_mean": 3.5759999999999996, "voltage_std": 0.13758633653092153, "xrf composition": "Au-0.706-Cu-0.294"}, {"Ag": 0, "Au": 0.697, "Cd": 0, "Cu": 0.303, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 113301.11, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 7.15, "fe_co_std": 1.36, "fe_gas_total_mean": 86.29, "fe_gas_total_std": 1.64, "fe_h2_mean": 79.09, "fe_h2_std": 2.55, "fe_liquid_mean": 13.71, "fe_liquid_std": 1.64, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.11, "max_partial_current_co_mean": 41.58, "max_partial_current_gas_total_mean": 258.86, "max_partial_current_h2_mean": 237.27, "max_partial_current_liquid_mean": 41.14, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 21.45, "partial_current_co_std": 4.09, "partial_current_gas_total_mean": 258.86, "partial_current_gas_total_std": 4.92, "partial_current_h2_mean": 237.27, "partial_current_h2_std": 7.65, "partial_current_liquid_mean": 41.14, "partial_current_liquid_std": 4.92, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.667-Cu-0.333_pp0_rep2", "sample_count": 5, "source": "vsp", "target composition": "Au-0.667-Cu-0.333", "voltage_mean": 3.7299999999999995, "voltage_std": 0.1274754878398198, "xrf composition": "Au-0.706-Cu-0.294"}, {"Ag": 0, "Au": 0.693, "Cd": 0, "Cu": 0.307, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 113036.28, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Au-0.75-Cu-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Cu-0.25", "voltage_mean": 2.8, "voltage_std": 0, "xrf composition": "Au-0.693-Cu-0.307"}, {"Ag": 0, "Au": 0.693, "Cd": 0, "Cu": 0.307, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 113036.28, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 58.5, "fe_co_std": 0, "fe_gas_total_mean": 113.51, "fe_gas_total_std": 0, "fe_h2_mean": 54.99, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 63.8, "max_partial_current_gas_total_mean": 318.54, "max_partial_current_h2_mean": 286.26, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.25, "partial_current_co_std": 0, "partial_current_gas_total_mean": 56.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 27.5, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.75-Cu-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Cu-0.25", "voltage_mean": 2.89, "voltage_std": 0, "xrf composition": "Au-0.693-Cu-0.307"}, {"Ag": 0, "Au": 0.693, "Cd": 0, "Cu": 0.307, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 113036.28, "current density": 100, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 50.57, "fe_co_std": 0, "fe_gas_total_mean": 112.88, "fe_gas_total_std": 0, "fe_h2_mean": 62.25, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 63.8, "max_partial_current_gas_total_mean": 318.54, "max_partial_current_h2_mean": 286.26, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 50.57, "partial_current_co_std": 0, "partial_current_gas_total_mean": 112.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 62.25, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.75-Cu-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Cu-0.25", "voltage_mean": 3.21, "voltage_std": 0, "xrf composition": "Au-0.693-Cu-0.307"}, {"Ag": 0, "Au": 0.693, "Cd": 0, "Cu": 0.307, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 113036.28, "current density": 150, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 39.97, "fe_co_std": 0, "fe_gas_total_mean": 111.09, "fe_gas_total_std": 0, "fe_h2_mean": 71.04, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 63.8, "max_partial_current_gas_total_mean": 318.54, "max_partial_current_h2_mean": 286.26, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 59.96, "partial_current_co_std": 0, "partial_current_gas_total_mean": 166.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 106.56, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.75-Cu-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Cu-0.25", "voltage_mean": 3.35, "voltage_std": 0, "xrf composition": "Au-0.693-Cu-0.307"}, {"Ag": 0, "Au": 0.693, "Cd": 0, "Cu": 0.307, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 113036.28, "current density": 200, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 31.9, "fe_co_std": 0, "fe_gas_total_mean": 108.76, "fe_gas_total_std": 0, "fe_h2_mean": 76.79, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 63.8, "max_partial_current_gas_total_mean": 318.54, "max_partial_current_h2_mean": 286.26, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 63.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 217.52, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 153.58, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.75-Cu-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Cu-0.25", "voltage_mean": 3.46, "voltage_std": 0, "xrf composition": "Au-0.693-Cu-0.307"}, {"Ag": 0, "Au": 0.693, "Cd": 0, "Cu": 0.307, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 113036.28, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 10.69, "fe_co_std": 0, "fe_gas_total_mean": 106.18, "fe_gas_total_std": 0, "fe_h2_mean": 95.42, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 63.8, "max_partial_current_gas_total_mean": 318.54, "max_partial_current_h2_mean": 286.26, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.07, "partial_current_co_std": 0, "partial_current_gas_total_mean": 318.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 286.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp3_240718_Au-0.75-Cu-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Cu-0.25", "voltage_mean": 3.65, "voltage_std": 0, "xrf composition": "Au-0.693-Cu-0.307"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 1, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 12, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp3_240718_Cu-1.0_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Cu-1.0", "voltage_mean": 2.7800000000000002, "voltage_std": 0.07071067811865465, "xrf composition": "Cu-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 1, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 12, "current density": 50, "fe_c2h4_mean": 1.14, "fe_c2h4_std": 0.44, "fe_ch4_mean": 0.2, "fe_ch4_std": 0.19, "fe_co_mean": 41.32, "fe_co_std": 2.38, "fe_gas_total_mean": 68.9, "fe_gas_total_std": 0.18, "fe_h2_mean": 26.24, "fe_h2_std": 2.84, "fe_liquid_mean": 31.1, "fe_liquid_std": 0.18, "max_partial_current_c2h4_mean": 48.24, "max_partial_current_ch4_mean": 2.76, "max_partial_current_co_mean": 42.86, "max_partial_current_gas_total_mean": 221.26, "max_partial_current_h2_mean": 160.12, "max_partial_current_liquid_mean": 78.73, "partial_current_c2h4_mean": 0.57, "partial_current_c2h4_std": 0.22, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0.1, "partial_current_co_mean": 20.66, "partial_current_co_std": 1.19, "partial_current_gas_total_mean": 34.45, "partial_current_gas_total_std": 0.09, "partial_current_h2_mean": 13.12, "partial_current_h2_std": 1.42, "partial_current_liquid_mean": 15.55, "partial_current_liquid_std": 0.09, "reaction": "CO2R", "sample id": "vsp3_240718_Cu-1.0_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Cu-1.0", "voltage_mean": 2.945, "voltage_std": 0.0919238815542511, "xrf composition": "Cu-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 1, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 12, "current density": 100, "fe_c2h4_mean": 14.34, "fe_c2h4_std": 1.37, "fe_ch4_mean": 0.54, "fe_ch4_std": 0.4, "fe_co_mean": 42.86, "fe_co_std": 5, "fe_gas_total_mean": 75.96, "fe_gas_total_std": 1.74, "fe_h2_mean": 18.19, "fe_h2_std": 5.01, "fe_liquid_mean": 24.04, "fe_liquid_std": 1.74, "max_partial_current_c2h4_mean": 48.24, "max_partial_current_ch4_mean": 2.76, "max_partial_current_co_mean": 42.86, "max_partial_current_gas_total_mean": 221.26, "max_partial_current_h2_mean": 160.12, "max_partial_current_liquid_mean": 78.73, "partial_current_c2h4_mean": 14.34, "partial_current_c2h4_std": 1.37, "partial_current_ch4_mean": 0.54, "partial_current_ch4_std": 0.4, "partial_current_co_mean": 42.86, "partial_current_co_std": 5, "partial_current_gas_total_mean": 75.96, "partial_current_gas_total_std": 1.74, "partial_current_h2_mean": 18.19, "partial_current_h2_std": 5.01, "partial_current_liquid_mean": 24.04, "partial_current_liquid_std": 1.74, "reaction": "CO2R", "sample id": "vsp3_240718_Cu-1.0_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Cu-1.0", "voltage_mean": 3.3049999999999997, "voltage_std": 0.19091883092036802, "xrf composition": "Cu-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 1, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 12, "current density": 150, "fe_c2h4_mean": 23.34, "fe_c2h4_std": 1.83, "fe_ch4_mean": 0.68, "fe_ch4_std": 0.42, "fe_co_mean": 24.43, "fe_co_std": 6.83, "fe_gas_total_mean": 71.76, "fe_gas_total_std": 1.51, "fe_h2_mean": 23.28, "fe_h2_std": 7.54, "fe_liquid_mean": 28.24, "fe_liquid_std": 1.51, "max_partial_current_c2h4_mean": 48.24, "max_partial_current_ch4_mean": 2.76, "max_partial_current_co_mean": 42.86, "max_partial_current_gas_total_mean": 221.26, "max_partial_current_h2_mean": 160.12, "max_partial_current_liquid_mean": 78.73, "partial_current_c2h4_mean": 35, "partial_current_c2h4_std": 2.75, "partial_current_ch4_mean": 1.02, "partial_current_ch4_std": 0.64, "partial_current_co_mean": 36.65, "partial_current_co_std": 10.25, "partial_current_gas_total_mean": 107.64, "partial_current_gas_total_std": 2.27, "partial_current_h2_mean": 34.91, "partial_current_h2_std": 11.32, "partial_current_liquid_mean": 42.36, "partial_current_liquid_std": 2.27, "reaction": "CO2R", "sample id": "vsp3_240718_Cu-1.0_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Cu-1.0", "voltage_mean": 3.46, "voltage_std": 0.16970562748477155, "xrf composition": "Cu-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 1, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 12, "current density": 200, "fe_c2h4_mean": 21.55, "fe_c2h4_std": 7.62, "fe_ch4_mean": 0.77, "fe_ch4_std": 0.25, "fe_co_mean": 11.35, "fe_co_std": 5.91, "fe_gas_total_mean": 73.15, "fe_gas_total_std": 2.2, "fe_h2_mean": 39.44, "fe_h2_std": 15.97, "fe_liquid_mean": 26.86, "fe_liquid_std": 2.2, "max_partial_current_c2h4_mean": 48.24, "max_partial_current_ch4_mean": 2.76, "max_partial_current_co_mean": 42.86, "max_partial_current_gas_total_mean": 221.26, "max_partial_current_h2_mean": 160.12, "max_partial_current_liquid_mean": 78.73, "partial_current_c2h4_mean": 43.1, "partial_current_c2h4_std": 15.25, "partial_current_ch4_mean": 1.54, "partial_current_ch4_std": 0.51, "partial_current_co_mean": 22.7, "partial_current_co_std": 11.82, "partial_current_gas_total_mean": 146.29, "partial_current_gas_total_std": 4.4, "partial_current_h2_mean": 78.87, "partial_current_h2_std": 31.95, "partial_current_liquid_mean": 53.71, "partial_current_liquid_std": 4.4, "reaction": "CO2R", "sample id": "vsp3_240718_Cu-1.0_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Cu-1.0", "voltage_mean": 3.6, "voltage_std": 0.19798989873223347, "xrf composition": "Cu-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 1, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240718, "batch number": 3, "cost_per_gram": 12, "current density": 300, "fe_c2h4_mean": 16.08, "fe_c2h4_std": 12.42, "fe_ch4_mean": 0.92, "fe_ch4_std": 0.24, "fe_co_mean": 3.36, "fe_co_std": 0.38, "fe_gas_total_mean": 73.76, "fe_gas_total_std": 5.04, "fe_h2_mean": 53.38, "fe_h2_std": 18.09, "fe_liquid_mean": 26.24, "fe_liquid_std": 5.04, "max_partial_current_c2h4_mean": 48.24, "max_partial_current_ch4_mean": 2.76, "max_partial_current_co_mean": 42.86, "max_partial_current_gas_total_mean": 221.26, "max_partial_current_h2_mean": 160.12, "max_partial_current_liquid_mean": 78.73, "partial_current_c2h4_mean": 48.24, "partial_current_c2h4_std": 37.25, "partial_current_ch4_mean": 2.76, "partial_current_ch4_std": 0.72, "partial_current_co_mean": 10.08, "partial_current_co_std": 1.15, "partial_current_gas_total_mean": 221.26, "partial_current_gas_total_std": 15.13, "partial_current_h2_mean": 160.12, "partial_current_h2_std": 54.28, "partial_current_liquid_mean": 78.73, "partial_current_liquid_std": 15.13, "reaction": "CO2R", "sample id": "vsp3_240718_Cu-1.0_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Cu-1.0", "voltage_mean": 3.77, "voltage_std": 0.12727922061357835, "xrf composition": "Cu-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.268, "Pt": 0, "Rh": 0, "Sn": 0.732, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 11693.03, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 2.86, "voltage_std": 0, "xrf composition": "Pd-0.268-Sn-0.732"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.268, "Pt": 0, "Rh": 0, "Sn": 0.732, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 11693.03, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.83, "fe_co_std": 0, "fe_gas_total_mean": 25.08, "fe_gas_total_std": 0, "fe_h2_mean": 12.24, "fe_h2_std": 0, "fe_liquid_mean": 74.92, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 17.1, "max_partial_current_gas_total_mean": 111.69, "max_partial_current_h2_mean": 94.56, "max_partial_current_liquid_mean": 188.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 12.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 6.12, "partial_current_h2_std": 0, "partial_current_liquid_mean": 37.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 2.8, "voltage_std": 0, "xrf composition": "Pd-0.268-Sn-0.732"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.268, "Pt": 0, "Rh": 0, "Sn": 0.732, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 11693.03, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.35, "fe_co_std": 0, "fe_gas_total_mean": 25.9, "fe_gas_total_std": 0, "fe_h2_mean": 16.54, "fe_h2_std": 0, "fe_liquid_mean": 74.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 17.1, "max_partial_current_gas_total_mean": 111.69, "max_partial_current_h2_mean": 94.56, "max_partial_current_liquid_mean": 188.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.35, "partial_current_co_std": 0, "partial_current_gas_total_mean": 25.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 16.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 74.1, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 3.07, "voltage_std": 0, "xrf composition": "Pd-0.268-Sn-0.732"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.268, "Pt": 0, "Rh": 0, "Sn": 0.732, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 11693.03, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 8.52, "fe_co_std": 0, "fe_gas_total_mean": 29.32, "fe_gas_total_std": 0, "fe_h2_mean": 20.8, "fe_h2_std": 0, "fe_liquid_mean": 70.68, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 17.1, "max_partial_current_gas_total_mean": 111.69, "max_partial_current_h2_mean": 94.56, "max_partial_current_liquid_mean": 188.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.78, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.98, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.2, "partial_current_h2_std": 0, "partial_current_liquid_mean": 106.02, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 3.18, "voltage_std": 0, "xrf composition": "Pd-0.268-Sn-0.732"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.268, "Pt": 0, "Rh": 0, "Sn": 0.732, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 11693.03, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 7.88, "fe_co_std": 0, "fe_gas_total_mean": 31.18, "fe_gas_total_std": 0, "fe_h2_mean": 23.3, "fe_h2_std": 0, "fe_liquid_mean": 68.82, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 17.1, "max_partial_current_gas_total_mean": 111.69, "max_partial_current_h2_mean": 94.56, "max_partial_current_liquid_mean": 188.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.76, "partial_current_co_std": 0, "partial_current_gas_total_mean": 62.36, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 46.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 137.64, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Pd-0.268-Sn-0.732"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.268, "Pt": 0, "Rh": 0, "Sn": 0.732, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 11693.03, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 5.7, "fe_co_std": 0, "fe_gas_total_mean": 37.23, "fe_gas_total_std": 0, "fe_h2_mean": 31.52, "fe_h2_std": 0, "fe_liquid_mean": 62.77, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 17.1, "max_partial_current_gas_total_mean": 111.69, "max_partial_current_h2_mean": 94.56, "max_partial_current_liquid_mean": 188.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 111.69, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 94.56, "partial_current_h2_std": 0, "partial_current_liquid_mean": 188.31, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 3.5, "voltage_std": 0, "xrf composition": "Pd-0.268-Sn-0.732"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.3, "Pt": 0, "Rh": 0, "Sn": 0.7, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 13129.56, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Pd-0.3-Sn-0.7"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.3, "Pt": 0, "Rh": 0, "Sn": 0.7, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 13129.56, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 11.4, "fe_co_std": 0, "fe_gas_total_mean": 21.58, "fe_gas_total_std": 0, "fe_h2_mean": 10.16, "fe_h2_std": 0, "fe_liquid_mean": 78.42, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 25.02, "max_partial_current_gas_total_mean": 140.07, "max_partial_current_h2_mean": 115.05, "max_partial_current_liquid_mean": 159.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 5.7, "partial_current_co_std": 0, "partial_current_gas_total_mean": 10.79, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 5.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 39.21, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 2.83, "voltage_std": 0, "xrf composition": "Pd-0.3-Sn-0.7"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.3, "Pt": 0, "Rh": 0, "Sn": 0.7, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 13129.56, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.75, "fe_co_std": 0, "fe_gas_total_mean": 27.49, "fe_gas_total_std": 0, "fe_h2_mean": 17.73, "fe_h2_std": 0, "fe_liquid_mean": 72.51, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 25.02, "max_partial_current_gas_total_mean": 140.07, "max_partial_current_h2_mean": 115.05, "max_partial_current_liquid_mean": 159.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.75, "partial_current_co_std": 0, "partial_current_gas_total_mean": 27.49, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 17.73, "partial_current_h2_std": 0, "partial_current_liquid_mean": 72.51, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 3.1, "voltage_std": 0, "xrf composition": "Pd-0.3-Sn-0.7"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.3, "Pt": 0, "Rh": 0, "Sn": 0.7, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 13129.56, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.81, "fe_co_std": 0, "fe_gas_total_mean": 31.56, "fe_gas_total_std": 0, "fe_h2_mean": 22.75, "fe_h2_std": 0, "fe_liquid_mean": 68.44, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 25.02, "max_partial_current_gas_total_mean": 140.07, "max_partial_current_h2_mean": 115.05, "max_partial_current_liquid_mean": 159.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 47.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 34.12, "partial_current_h2_std": 0, "partial_current_liquid_mean": 102.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 3.24, "voltage_std": 0, "xrf composition": "Pd-0.3-Sn-0.7"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.3, "Pt": 0, "Rh": 0, "Sn": 0.7, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 13129.56, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.3, "fe_co_std": 0, "fe_gas_total_mean": 35.65, "fe_gas_total_std": 0, "fe_h2_mean": 27.35, "fe_h2_std": 0, "fe_liquid_mean": 64.35, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 25.02, "max_partial_current_gas_total_mean": 140.07, "max_partial_current_h2_mean": 115.05, "max_partial_current_liquid_mean": 159.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.6, "partial_current_co_std": 0, "partial_current_gas_total_mean": 71.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 54.7, "partial_current_h2_std": 0, "partial_current_liquid_mean": 128.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 3.36, "voltage_std": 0, "xrf composition": "Pd-0.3-Sn-0.7"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.3, "Pt": 0, "Rh": 0, "Sn": 0.7, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 13129.56, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 8.34, "fe_co_std": 0, "fe_gas_total_mean": 46.69, "fe_gas_total_std": 0, "fe_h2_mean": 38.35, "fe_h2_std": 0, "fe_liquid_mean": 53.31, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 25.02, "max_partial_current_gas_total_mean": 140.07, "max_partial_current_h2_mean": 115.05, "max_partial_current_liquid_mean": 159.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.02, "partial_current_co_std": 0, "partial_current_gas_total_mean": 140.07, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 115.05, "partial_current_h2_std": 0, "partial_current_liquid_mean": 159.93, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Pd-0.3-Sn-0.7"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.287, "Pt": 0, "Rh": 0, "Sn": 0.713, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 12544.79, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 2.93, "voltage_std": 0, "xrf composition": "Pd-0.287-Sn-0.713"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.287, "Pt": 0, "Rh": 0, "Sn": 0.713, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 12544.79, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.17, "fe_co_std": 0, "fe_gas_total_mean": 23.12, "fe_gas_total_std": 0, "fe_h2_mean": 10.93, "fe_h2_std": 0, "fe_liquid_mean": 76.88, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 19.22, "max_partial_current_gas_total_mean": 150.12, "max_partial_current_h2_mean": 136.44, "max_partial_current_liquid_mean": 149.88, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 11.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 5.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 38.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 2.79, "voltage_std": 0, "xrf composition": "Pd-0.287-Sn-0.713"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.287, "Pt": 0, "Rh": 0, "Sn": 0.713, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 12544.79, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.17, "fe_co_std": 0, "fe_gas_total_mean": 28.49, "fe_gas_total_std": 0, "fe_h2_mean": 18.31, "fe_h2_std": 0, "fe_liquid_mean": 71.51, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 19.22, "max_partial_current_gas_total_mean": 150.12, "max_partial_current_h2_mean": 136.44, "max_partial_current_liquid_mean": 149.88, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.17, "partial_current_co_std": 0, "partial_current_gas_total_mean": 28.49, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 18.31, "partial_current_h2_std": 0, "partial_current_liquid_mean": 71.51, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 3.07, "voltage_std": 0, "xrf composition": "Pd-0.287-Sn-0.713"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.287, "Pt": 0, "Rh": 0, "Sn": 0.713, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 12544.79, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 10.15, "fe_co_std": 0, "fe_gas_total_mean": 35.55, "fe_gas_total_std": 0, "fe_h2_mean": 25.39, "fe_h2_std": 0, "fe_liquid_mean": 64.45, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 19.22, "max_partial_current_gas_total_mean": 150.12, "max_partial_current_h2_mean": 136.44, "max_partial_current_liquid_mean": 149.88, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 53.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 38.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 96.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 3.17, "voltage_std": 0, "xrf composition": "Pd-0.287-Sn-0.713"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.287, "Pt": 0, "Rh": 0, "Sn": 0.713, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 12544.79, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 9.61, "fe_co_std": 0, "fe_gas_total_mean": 41.95, "fe_gas_total_std": 0, "fe_h2_mean": 32.34, "fe_h2_std": 0, "fe_liquid_mean": 58.05, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 19.22, "max_partial_current_gas_total_mean": 150.12, "max_partial_current_h2_mean": 136.44, "max_partial_current_liquid_mean": 149.88, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 83.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 64.68, "partial_current_h2_std": 0, "partial_current_liquid_mean": 116.1, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 3.28, "voltage_std": 0, "xrf composition": "Pd-0.287-Sn-0.713"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.287, "Pt": 0, "Rh": 0, "Sn": 0.713, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 12544.79, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 4.54, "fe_co_std": 0, "fe_gas_total_mean": 50.04, "fe_gas_total_std": 0, "fe_h2_mean": 45.48, "fe_h2_std": 0, "fe_liquid_mean": 49.96, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 19.22, "max_partial_current_gas_total_mean": 150.12, "max_partial_current_h2_mean": 136.44, "max_partial_current_liquid_mean": 149.88, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.62, "partial_current_co_std": 0, "partial_current_gas_total_mean": 150.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 136.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 149.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.25-Sn-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Sn-0.75", "voltage_mean": 3.59, "voltage_std": 0, "xrf composition": "Pd-0.287-Sn-0.713"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.41, "Pt": 0, "Rh": 0, "Sn": 0.59, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 18143.43, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-0.5-Sn-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Pd-0.5-Sn-0.5", "voltage_mean": 2.93, "voltage_std": 0.08485281374238578, "xrf composition": "Pd-0.41-Sn-0.59"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.41, "Pt": 0, "Rh": 0, "Sn": 0.59, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 18143.43, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.62, "fe_co_std": 0.41, "fe_gas_total_mean": 29.54, "fe_gas_total_std": 1.97, "fe_h2_mean": 16.9, "fe_h2_std": 2.38, "fe_liquid_mean": 70.46, "fe_liquid_std": 1.97, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.43, "max_partial_current_gas_total_mean": 195.44, "max_partial_current_h2_mean": 172.36, "max_partial_current_liquid_mean": 104.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.31, "partial_current_co_std": 0.21, "partial_current_gas_total_mean": 14.77, "partial_current_gas_total_std": 0.99, "partial_current_h2_mean": 8.45, "partial_current_h2_std": 1.19, "partial_current_liquid_mean": 35.23, "partial_current_liquid_std": 0.99, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.5-Sn-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Pd-0.5-Sn-0.5", "voltage_mean": 2.8049999999999997, "voltage_std": 0.03535533905932741, "xrf composition": "Pd-0.41-Sn-0.59"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.41, "Pt": 0, "Rh": 0, "Sn": 0.59, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 18143.43, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.96, "fe_co_std": 0.22, "fe_gas_total_mean": 48.15, "fe_gas_total_std": 5.81, "fe_h2_mean": 35.19, "fe_h2_std": 5.6, "fe_liquid_mean": 51.85, "fe_liquid_std": 5.81, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.43, "max_partial_current_gas_total_mean": 195.44, "max_partial_current_h2_mean": 172.36, "max_partial_current_liquid_mean": 104.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.96, "partial_current_co_std": 0.22, "partial_current_gas_total_mean": 48.15, "partial_current_gas_total_std": 5.81, "partial_current_h2_mean": 35.19, "partial_current_h2_std": 5.6, "partial_current_liquid_mean": 51.85, "partial_current_liquid_std": 5.81, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.5-Sn-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Pd-0.5-Sn-0.5", "voltage_mean": 3.09, "voltage_std": 0.042426406871192736, "xrf composition": "Pd-0.41-Sn-0.59"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.41, "Pt": 0, "Rh": 0, "Sn": 0.59, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 18143.43, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0.01, "fe_co_mean": 12.52, "fe_co_std": 0.42, "fe_gas_total_mean": 61.41, "fe_gas_total_std": 3.31, "fe_h2_mean": 48.88, "fe_h2_std": 2.89, "fe_liquid_mean": 38.59, "fe_liquid_std": 3.31, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.43, "max_partial_current_gas_total_mean": 195.44, "max_partial_current_h2_mean": 172.36, "max_partial_current_liquid_mean": 104.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 18.79, "partial_current_co_std": 0.63, "partial_current_gas_total_mean": 92.12, "partial_current_gas_total_std": 4.96, "partial_current_h2_mean": 73.31, "partial_current_h2_std": 4.34, "partial_current_liquid_mean": 57.89, "partial_current_liquid_std": 4.96, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.5-Sn-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Pd-0.5-Sn-0.5", "voltage_mean": 3.2, "voltage_std": 0.04242640687119305, "xrf composition": "Pd-0.41-Sn-0.59"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.41, "Pt": 0, "Rh": 0, "Sn": 0.59, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 18143.43, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 11.72, "fe_co_std": 0.9, "fe_gas_total_mean": 66.16, "fe_gas_total_std": 5.35, "fe_h2_mean": 54.44, "fe_h2_std": 4.44, "fe_liquid_mean": 33.84, "fe_liquid_std": 5.35, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.43, "max_partial_current_gas_total_mean": 195.44, "max_partial_current_h2_mean": 172.36, "max_partial_current_liquid_mean": 104.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.43, "partial_current_co_std": 1.8, "partial_current_gas_total_mean": 132.32, "partial_current_gas_total_std": 10.69, "partial_current_h2_mean": 108.88, "partial_current_h2_std": 8.88, "partial_current_liquid_mean": 67.68, "partial_current_liquid_std": 10.69, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.5-Sn-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Pd-0.5-Sn-0.5", "voltage_mean": 3.3200000000000003, "voltage_std": 0.04242640687119305, "xrf composition": "Pd-0.41-Sn-0.59"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.41, "Pt": 0, "Rh": 0, "Sn": 0.59, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 18143.43, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.68, "fe_co_std": 3.53, "fe_gas_total_mean": 65.15, "fe_gas_total_std": 4.29, "fe_h2_mean": 57.46, "fe_h2_std": 0.78, "fe_liquid_mean": 34.86, "fe_liquid_std": 4.29, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.43, "max_partial_current_gas_total_mean": 195.44, "max_partial_current_h2_mean": 172.36, "max_partial_current_liquid_mean": 104.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.02, "partial_current_co_std": 10.59, "partial_current_gas_total_mean": 195.44, "partial_current_gas_total_std": 12.88, "partial_current_h2_mean": 172.36, "partial_current_h2_std": 2.35, "partial_current_liquid_mean": 104.57, "partial_current_liquid_std": 12.88, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.5-Sn-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Pd-0.5-Sn-0.5", "voltage_mean": 3.605, "voltage_std": 0.1767766952966369, "xrf composition": "Pd-0.41-Sn-0.59"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.427, "Pt": 0, "Rh": 0, "Sn": 0.573, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 18928.96, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-0.5-Sn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Sn-0.5", "voltage_mean": 3, "voltage_std": 0, "xrf composition": "Pd-0.427-Sn-0.573"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.427, "Pt": 0, "Rh": 0, "Sn": 0.573, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 18928.96, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.76, "fe_co_std": 0, "fe_gas_total_mean": 36.81, "fe_gas_total_std": 0, "fe_h2_mean": 24.03, "fe_h2_std": 0, "fe_liquid_mean": 63.19, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 30.03, "max_partial_current_gas_total_mean": 213, "max_partial_current_h2_mean": 182.94, "max_partial_current_liquid_mean": 87, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.38, "partial_current_co_std": 0, "partial_current_gas_total_mean": 18.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 12.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.5-Sn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Sn-0.5", "voltage_mean": 2.83, "voltage_std": 0, "xrf composition": "Pd-0.427-Sn-0.573"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.427, "Pt": 0, "Rh": 0, "Sn": 0.573, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 18928.96, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.86, "fe_co_std": 0, "fe_gas_total_mean": 58.52, "fe_gas_total_std": 0, "fe_h2_mean": 45.65, "fe_h2_std": 0, "fe_liquid_mean": 41.48, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 30.03, "max_partial_current_gas_total_mean": 213, "max_partial_current_h2_mean": 182.94, "max_partial_current_liquid_mean": 87, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.86, "partial_current_co_std": 0, "partial_current_gas_total_mean": 58.52, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 45.65, "partial_current_h2_std": 0, "partial_current_liquid_mean": 41.48, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.5-Sn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Sn-0.5", "voltage_mean": 3.13, "voltage_std": 0, "xrf composition": "Pd-0.427-Sn-0.573"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.427, "Pt": 0, "Rh": 0, "Sn": 0.573, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 18928.96, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.45, "fe_co_std": 0, "fe_gas_total_mean": 66.26, "fe_gas_total_std": 0, "fe_h2_mean": 53.81, "fe_h2_std": 0, "fe_liquid_mean": 33.74, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 30.03, "max_partial_current_gas_total_mean": 213, "max_partial_current_h2_mean": 182.94, "max_partial_current_liquid_mean": 87, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.68, "partial_current_co_std": 0, "partial_current_gas_total_mean": 99.39, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 80.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 50.61, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.5-Sn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Sn-0.5", "voltage_mean": 3.22, "voltage_std": 0, "xrf composition": "Pd-0.427-Sn-0.573"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.427, "Pt": 0, "Rh": 0, "Sn": 0.573, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 18928.96, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 11.77, "fe_co_std": 0, "fe_gas_total_mean": 68.99, "fe_gas_total_std": 0, "fe_h2_mean": 57.22, "fe_h2_std": 0, "fe_liquid_mean": 31.01, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 30.03, "max_partial_current_gas_total_mean": 213, "max_partial_current_h2_mean": 182.94, "max_partial_current_liquid_mean": 87, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 137.98, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 114.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 62.02, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.5-Sn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Sn-0.5", "voltage_mean": 3.35, "voltage_std": 0, "xrf composition": "Pd-0.427-Sn-0.573"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.427, "Pt": 0, "Rh": 0, "Sn": 0.573, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 18928.96, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 10.01, "fe_co_std": 0, "fe_gas_total_mean": 71, "fe_gas_total_std": 0, "fe_h2_mean": 60.98, "fe_h2_std": 0, "fe_liquid_mean": 29, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 30.03, "max_partial_current_gas_total_mean": 213, "max_partial_current_h2_mean": 182.94, "max_partial_current_liquid_mean": 87, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.03, "partial_current_co_std": 0, "partial_current_gas_total_mean": 213, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 182.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 87, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.5-Sn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Sn-0.5", "voltage_mean": 3.54, "voltage_std": 0, "xrf composition": "Pd-0.427-Sn-0.573"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.535, "Pt": 0, "Rh": 0, "Sn": 0.465, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 23987.76, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 3, "voltage_std": 0, "xrf composition": "Pd-0.535-Sn-0.465"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.535, "Pt": 0, "Rh": 0, "Sn": 0.465, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 23987.76, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.45, "fe_co_std": 0, "fe_gas_total_mean": 60.32, "fe_gas_total_std": 0, "fe_h2_mean": 48.86, "fe_h2_std": 0, "fe_liquid_mean": 39.68, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.08, "max_partial_current_gas_total_mean": 232.95, "max_partial_current_h2_mean": 210.87, "max_partial_current_liquid_mean": 67.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 5.72, "partial_current_co_std": 0, "partial_current_gas_total_mean": 30.16, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 24.43, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.84, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 2.82, "voltage_std": 0, "xrf composition": "Pd-0.535-Sn-0.465"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.535, "Pt": 0, "Rh": 0, "Sn": 0.465, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 23987.76, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.48, "fe_co_std": 0, "fe_gas_total_mean": 70.09, "fe_gas_total_std": 0, "fe_h2_mean": 58.6, "fe_h2_std": 0, "fe_liquid_mean": 29.91, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.08, "max_partial_current_gas_total_mean": 232.95, "max_partial_current_h2_mean": 210.87, "max_partial_current_liquid_mean": 67.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.48, "partial_current_co_std": 0, "partial_current_gas_total_mean": 70.09, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 58.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.91, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 3.04, "voltage_std": 0, "xrf composition": "Pd-0.535-Sn-0.465"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.535, "Pt": 0, "Rh": 0, "Sn": 0.465, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 23987.76, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.69, "fe_co_std": 0, "fe_gas_total_mean": 77.58, "fe_gas_total_std": 0, "fe_h2_mean": 65.88, "fe_h2_std": 0, "fe_liquid_mean": 22.42, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.08, "max_partial_current_gas_total_mean": 232.95, "max_partial_current_h2_mean": 210.87, "max_partial_current_liquid_mean": 67.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 116.37, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 98.82, "partial_current_h2_std": 0, "partial_current_liquid_mean": 33.63, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 3.2, "voltage_std": 0, "xrf composition": "Pd-0.535-Sn-0.465"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.535, "Pt": 0, "Rh": 0, "Sn": 0.465, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 23987.76, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 10.84, "fe_co_std": 0, "fe_gas_total_mean": 78.62, "fe_gas_total_std": 0, "fe_h2_mean": 67.77, "fe_h2_std": 0, "fe_liquid_mean": 21.38, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.08, "max_partial_current_gas_total_mean": 232.95, "max_partial_current_h2_mean": 210.87, "max_partial_current_liquid_mean": 67.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.68, "partial_current_co_std": 0, "partial_current_gas_total_mean": 157.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 135.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 42.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Pd-0.535-Sn-0.465"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.535, "Pt": 0, "Rh": 0, "Sn": 0.465, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 23987.76, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.36, "fe_co_std": 0, "fe_gas_total_mean": 77.65, "fe_gas_total_std": 0, "fe_h2_mean": 70.29, "fe_h2_std": 0, "fe_liquid_mean": 22.35, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.08, "max_partial_current_gas_total_mean": 232.95, "max_partial_current_h2_mean": 210.87, "max_partial_current_liquid_mean": 67.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 232.95, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 210.87, "partial_current_h2_std": 0, "partial_current_liquid_mean": 67.05, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 3.52, "voltage_std": 0, "xrf composition": "Pd-0.535-Sn-0.465"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.597, "Pt": 0, "Rh": 0, "Sn": 0.403, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 26946.36, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 2.9, "voltage_std": 0, "xrf composition": "Pd-0.597-Sn-0.403"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.597, "Pt": 0, "Rh": 0, "Sn": 0.403, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 26946.36, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 9.99, "fe_co_std": 0, "fe_gas_total_mean": 64, "fe_gas_total_std": 0, "fe_h2_mean": 53.99, "fe_h2_std": 0, "fe_liquid_mean": 36, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.26, "max_partial_current_gas_total_mean": 234.09, "max_partial_current_h2_mean": 211.8, "max_partial_current_liquid_mean": 65.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 5, "partial_current_co_std": 0, "partial_current_gas_total_mean": 32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 27, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 2.84, "voltage_std": 0, "xrf composition": "Pd-0.597-Sn-0.403"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.597, "Pt": 0, "Rh": 0, "Sn": 0.403, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 26946.36, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.73, "fe_co_std": 0, "fe_gas_total_mean": 76.85, "fe_gas_total_std": 0, "fe_h2_mean": 67.11, "fe_h2_std": 0, "fe_liquid_mean": 23.15, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.26, "max_partial_current_gas_total_mean": 234.09, "max_partial_current_h2_mean": 211.8, "max_partial_current_liquid_mean": 65.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.73, "partial_current_co_std": 0, "partial_current_gas_total_mean": 76.85, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 67.11, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.15, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 3.06, "voltage_std": 0, "xrf composition": "Pd-0.597-Sn-0.403"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.597, "Pt": 0, "Rh": 0, "Sn": 0.403, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 26946.36, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.28, "fe_co_std": 0, "fe_gas_total_mean": 80.06, "fe_gas_total_std": 0, "fe_h2_mean": 70.78, "fe_h2_std": 0, "fe_liquid_mean": 19.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.26, "max_partial_current_gas_total_mean": 234.09, "max_partial_current_h2_mean": 211.8, "max_partial_current_liquid_mean": 65.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.92, "partial_current_co_std": 0, "partial_current_gas_total_mean": 120.09, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 106.17, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.91, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 3.22, "voltage_std": 0, "xrf composition": "Pd-0.597-Sn-0.403"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.597, "Pt": 0, "Rh": 0, "Sn": 0.403, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 26946.36, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.68, "fe_co_std": 0, "fe_gas_total_mean": 80.46, "fe_gas_total_std": 0, "fe_h2_mean": 71.77, "fe_h2_std": 0, "fe_liquid_mean": 19.54, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.26, "max_partial_current_gas_total_mean": 234.09, "max_partial_current_h2_mean": 211.8, "max_partial_current_liquid_mean": 65.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.36, "partial_current_co_std": 0, "partial_current_gas_total_mean": 160.92, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 143.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 39.08, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 3.33, "voltage_std": 0, "xrf composition": "Pd-0.597-Sn-0.403"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.597, "Pt": 0, "Rh": 0, "Sn": 0.403, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 26946.36, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.42, "fe_co_std": 0, "fe_gas_total_mean": 78.03, "fe_gas_total_std": 0, "fe_h2_mean": 70.6, "fe_h2_std": 0, "fe_liquid_mean": 21.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.26, "max_partial_current_gas_total_mean": 234.09, "max_partial_current_h2_mean": 211.8, "max_partial_current_liquid_mean": 65.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.26, "partial_current_co_std": 0, "partial_current_gas_total_mean": 234.09, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 211.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 65.91, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 3.49, "voltage_std": 0, "xrf composition": "Pd-0.597-Sn-0.403"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.555, "Pt": 0, "Rh": 0, "Sn": 0.445, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 24937.74, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 2.95, "voltage_std": 0, "xrf composition": "Pd-0.555-Sn-0.445"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.555, "Pt": 0, "Rh": 0, "Sn": 0.445, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 24937.74, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.99, "fe_co_std": 0, "fe_gas_total_mean": 66.49, "fe_gas_total_std": 0, "fe_h2_mean": 57.48, "fe_h2_std": 0, "fe_liquid_mean": 33.51, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.49, "max_partial_current_gas_total_mean": 225.18, "max_partial_current_h2_mean": 204.66, "max_partial_current_liquid_mean": 74.82, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.5, "partial_current_co_std": 0, "partial_current_gas_total_mean": 33.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 28.74, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 2.88, "voltage_std": 0, "xrf composition": "Pd-0.555-Sn-0.445"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.555, "Pt": 0, "Rh": 0, "Sn": 0.445, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 24937.74, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.3, "fe_co_std": 0, "fe_gas_total_mean": 76.5, "fe_gas_total_std": 0, "fe_h2_mean": 67.19, "fe_h2_std": 0, "fe_liquid_mean": 23.5, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.49, "max_partial_current_gas_total_mean": 225.18, "max_partial_current_h2_mean": 204.66, "max_partial_current_liquid_mean": 74.82, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.3, "partial_current_co_std": 0, "partial_current_gas_total_mean": 76.5, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 67.19, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 3.1, "voltage_std": 0, "xrf composition": "Pd-0.555-Sn-0.445"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.555, "Pt": 0, "Rh": 0, "Sn": 0.445, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 24937.74, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.19, "fe_co_std": 0, "fe_gas_total_mean": 71.86, "fe_gas_total_std": 0, "fe_h2_mean": 63.65, "fe_h2_std": 0, "fe_liquid_mean": 28.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.49, "max_partial_current_gas_total_mean": 225.18, "max_partial_current_h2_mean": 204.66, "max_partial_current_liquid_mean": 74.82, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.28, "partial_current_co_std": 0, "partial_current_gas_total_mean": 107.79, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 95.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 42.21, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 3.26, "voltage_std": 0, "xrf composition": "Pd-0.555-Sn-0.445"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.555, "Pt": 0, "Rh": 0, "Sn": 0.445, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 24937.74, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.03, "fe_co_std": 0, "fe_gas_total_mean": 79.27, "fe_gas_total_std": 0, "fe_h2_mean": 71.23, "fe_h2_std": 0, "fe_liquid_mean": 20.73, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.49, "max_partial_current_gas_total_mean": 225.18, "max_partial_current_h2_mean": 204.66, "max_partial_current_liquid_mean": 74.82, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.06, "partial_current_co_std": 0, "partial_current_gas_total_mean": 158.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 142.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 41.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 3.39, "voltage_std": 0, "xrf composition": "Pd-0.555-Sn-0.445"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.555, "Pt": 0, "Rh": 0, "Sn": 0.445, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 24937.74, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 6.83, "fe_co_std": 0, "fe_gas_total_mean": 75.06, "fe_gas_total_std": 0, "fe_h2_mean": 68.22, "fe_h2_std": 0, "fe_liquid_mean": 24.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.49, "max_partial_current_gas_total_mean": 225.18, "max_partial_current_h2_mean": 204.66, "max_partial_current_liquid_mean": 74.82, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.49, "partial_current_co_std": 0, "partial_current_gas_total_mean": 225.18, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 204.66, "partial_current_h2_std": 0, "partial_current_liquid_mean": 74.82, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.75-Sn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Sn-0.25", "voltage_mean": 3.57, "voltage_std": 0, "xrf composition": "Pd-0.555-Sn-0.445"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.635, "Pt": 0, "Rh": 0, "Sn": 0.365, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 28779.79, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-0.833-Sn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.833-Sn-0.167", "voltage_mean": 2.85, "voltage_std": 0, "xrf composition": "Pd-0.635-Sn-0.365"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.635, "Pt": 0, "Rh": 0, "Sn": 0.365, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 28779.79, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 15.6, "fe_co_std": 0, "fe_gas_total_mean": 97.51, "fe_gas_total_std": 0, "fe_h2_mean": 81.9, "fe_h2_std": 0, "fe_liquid_mean": 2.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 19.08, "max_partial_current_gas_total_mean": 266.76, "max_partial_current_h2_mean": 247.62, "max_partial_current_liquid_mean": 33.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 48.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 40.95, "partial_current_h2_std": 0, "partial_current_liquid_mean": 1.25, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.833-Sn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.833-Sn-0.167", "voltage_mean": 2.87, "voltage_std": 0, "xrf composition": "Pd-0.635-Sn-0.365"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.635, "Pt": 0, "Rh": 0, "Sn": 0.365, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 28779.79, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.83, "fe_co_std": 0, "fe_gas_total_mean": 94.32, "fe_gas_total_std": 0, "fe_h2_mean": 81.48, "fe_h2_std": 0, "fe_liquid_mean": 5.68, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 19.08, "max_partial_current_gas_total_mean": 266.76, "max_partial_current_h2_mean": 247.62, "max_partial_current_liquid_mean": 33.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.83, "partial_current_co_std": 0, "partial_current_gas_total_mean": 94.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 81.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.833-Sn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.833-Sn-0.167", "voltage_mean": 3.14, "voltage_std": 0, "xrf composition": "Pd-0.635-Sn-0.365"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.635, "Pt": 0, "Rh": 0, "Sn": 0.365, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 28779.79, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.94, "fe_co_std": 0, "fe_gas_total_mean": 94.08, "fe_gas_total_std": 0, "fe_h2_mean": 84.13, "fe_h2_std": 0, "fe_liquid_mean": 5.92, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 19.08, "max_partial_current_gas_total_mean": 266.76, "max_partial_current_h2_mean": 247.62, "max_partial_current_liquid_mean": 33.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.91, "partial_current_co_std": 0, "partial_current_gas_total_mean": 141.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 126.2, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.833-Sn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.833-Sn-0.167", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Pd-0.635-Sn-0.365"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.635, "Pt": 0, "Rh": 0, "Sn": 0.365, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 28779.79, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.39, "fe_co_std": 0, "fe_gas_total_mean": 92.12, "fe_gas_total_std": 0, "fe_h2_mean": 83.71, "fe_h2_std": 0, "fe_liquid_mean": 7.88, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 19.08, "max_partial_current_gas_total_mean": 266.76, "max_partial_current_h2_mean": 247.62, "max_partial_current_liquid_mean": 33.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.78, "partial_current_co_std": 0, "partial_current_gas_total_mean": 184.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 167.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.833-Sn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.833-Sn-0.167", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Pd-0.635-Sn-0.365"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.635, "Pt": 0, "Rh": 0, "Sn": 0.365, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 28779.79, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 6.36, "fe_co_std": 0, "fe_gas_total_mean": 88.92, "fe_gas_total_std": 0, "fe_h2_mean": 82.54, "fe_h2_std": 0, "fe_liquid_mean": 11.08, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 19.08, "max_partial_current_gas_total_mean": 266.76, "max_partial_current_h2_mean": 247.62, "max_partial_current_liquid_mean": 33.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 266.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 247.62, "partial_current_h2_std": 0, "partial_current_liquid_mean": 33.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.833-Sn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.833-Sn-0.167", "voltage_mean": 3.65, "voltage_std": 0, "xrf composition": "Pd-0.635-Sn-0.365"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.704, "Pt": 0, "Rh": 0, "Sn": 0.296, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 32148.7, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-0.867-Sn-0.133_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.867-Sn-0.133", "voltage_mean": 2.56, "voltage_std": 0, "xrf composition": "Pd-0.704-Sn-0.296"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.704, "Pt": 0, "Rh": 0, "Sn": 0.296, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 32148.7, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.37, "fe_co_std": 0, "fe_gas_total_mean": 93.92, "fe_gas_total_std": 0, "fe_h2_mean": 77.54, "fe_h2_std": 0, "fe_liquid_mean": 6.08, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 27.86, "max_partial_current_gas_total_mean": 267.06, "max_partial_current_h2_mean": 239.25, "max_partial_current_liquid_mean": 32.94, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.18, "partial_current_co_std": 0, "partial_current_gas_total_mean": 46.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 38.77, "partial_current_h2_std": 0, "partial_current_liquid_mean": 3.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.867-Sn-0.133_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.867-Sn-0.133", "voltage_mean": 2.82, "voltage_std": 0, "xrf composition": "Pd-0.704-Sn-0.296"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.704, "Pt": 0, "Rh": 0, "Sn": 0.296, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 32148.7, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 18.16, "fe_co_std": 0, "fe_gas_total_mean": 87.28, "fe_gas_total_std": 0, "fe_h2_mean": 69.1, "fe_h2_std": 0, "fe_liquid_mean": 12.72, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 27.86, "max_partial_current_gas_total_mean": 267.06, "max_partial_current_h2_mean": 239.25, "max_partial_current_liquid_mean": 32.94, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.16, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.28, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 69.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.72, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.867-Sn-0.133_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.867-Sn-0.133", "voltage_mean": 3.19, "voltage_std": 0, "xrf composition": "Pd-0.704-Sn-0.296"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.704, "Pt": 0, "Rh": 0, "Sn": 0.296, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 32148.7, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 16.37, "fe_co_std": 0, "fe_gas_total_mean": 89.03, "fe_gas_total_std": 0, "fe_h2_mean": 72.63, "fe_h2_std": 0, "fe_liquid_mean": 10.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 27.86, "max_partial_current_gas_total_mean": 267.06, "max_partial_current_h2_mean": 239.25, "max_partial_current_liquid_mean": 32.94, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 133.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 108.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.45, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.867-Sn-0.133_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.867-Sn-0.133", "voltage_mean": 3.31, "voltage_std": 0, "xrf composition": "Pd-0.704-Sn-0.296"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.704, "Pt": 0, "Rh": 0, "Sn": 0.296, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 32148.7, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 13.93, "fe_co_std": 0, "fe_gas_total_mean": 90.62, "fe_gas_total_std": 0, "fe_h2_mean": 76.65, "fe_h2_std": 0, "fe_liquid_mean": 9.38, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 27.86, "max_partial_current_gas_total_mean": 267.06, "max_partial_current_h2_mean": 239.25, "max_partial_current_liquid_mean": 32.94, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.86, "partial_current_co_std": 0, "partial_current_gas_total_mean": 181.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 153.3, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.867-Sn-0.133_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.867-Sn-0.133", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Pd-0.704-Sn-0.296"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.704, "Pt": 0, "Rh": 0, "Sn": 0.296, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 32148.7, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 9.2, "fe_co_std": 0, "fe_gas_total_mean": 89.02, "fe_gas_total_std": 0, "fe_h2_mean": 79.75, "fe_h2_std": 0, "fe_liquid_mean": 10.98, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 27.86, "max_partial_current_gas_total_mean": 267.06, "max_partial_current_h2_mean": 239.25, "max_partial_current_liquid_mean": 32.94, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.6, "partial_current_co_std": 0, "partial_current_gas_total_mean": 267.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 239.25, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.867-Sn-0.133_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.867-Sn-0.133", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Pd-0.704-Sn-0.296"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.857, "Pt": 0, "Rh": 0, "Sn": 0.143, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 39807.28, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 2.63, "voltage_std": 0, "xrf composition": "Pd-0.857-Sn-0.143"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.857, "Pt": 0, "Rh": 0, "Sn": 0.143, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 39807.28, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 16.69, "fe_co_std": 0, "fe_gas_total_mean": 90.51, "fe_gas_total_std": 0, "fe_h2_mean": 73.76, "fe_h2_std": 0, "fe_liquid_mean": 9.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 13.14, "max_partial_current_gas_total_mean": 258.48, "max_partial_current_h2_mean": 249.93, "max_partial_current_liquid_mean": 41.52, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.35, "partial_current_co_std": 0, "partial_current_gas_total_mean": 45.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 36.88, "partial_current_h2_std": 0, "partial_current_liquid_mean": 4.74, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.12, "voltage_std": 0, "xrf composition": "Pd-0.857-Sn-0.143"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.857, "Pt": 0, "Rh": 0, "Sn": 0.143, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 39807.28, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0, "fe_co_mean": 11.94, "fe_co_std": 0, "fe_gas_total_mean": 89.76, "fe_gas_total_std": 0, "fe_h2_mean": 77.67, "fe_h2_std": 0, "fe_liquid_mean": 10.24, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 13.14, "max_partial_current_gas_total_mean": 258.48, "max_partial_current_h2_mean": 249.93, "max_partial_current_liquid_mean": 41.52, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.13, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 77.67, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.42, "voltage_std": 0, "xrf composition": "Pd-0.857-Sn-0.143"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.857, "Pt": 0, "Rh": 0, "Sn": 0.143, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 39807.28, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.15, "fe_ch4_std": 0, "fe_co_mean": 8.65, "fe_co_std": 0, "fe_gas_total_mean": 89.83, "fe_gas_total_std": 0, "fe_h2_mean": 81.01, "fe_h2_std": 0, "fe_liquid_mean": 10.17, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 13.14, "max_partial_current_gas_total_mean": 258.48, "max_partial_current_h2_mean": 249.93, "max_partial_current_liquid_mean": 41.52, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.22, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 134.74, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 121.52, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.26, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.53, "voltage_std": 0, "xrf composition": "Pd-0.857-Sn-0.143"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.857, "Pt": 0, "Rh": 0, "Sn": 0.143, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 39807.28, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.18, "fe_ch4_std": 0, "fe_co_mean": 6.57, "fe_co_std": 0, "fe_gas_total_mean": 87.22, "fe_gas_total_std": 0, "fe_h2_mean": 80.45, "fe_h2_std": 0, "fe_liquid_mean": 12.78, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 13.14, "max_partial_current_gas_total_mean": 258.48, "max_partial_current_h2_mean": 249.93, "max_partial_current_liquid_mean": 41.52, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 174.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 160.9, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.66, "voltage_std": 0, "xrf composition": "Pd-0.857-Sn-0.143"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.857, "Pt": 0, "Rh": 0, "Sn": 0.143, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 39807.28, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.11, "fe_ch4_std": 0, "fe_co_mean": 2.73, "fe_co_std": 0, "fe_gas_total_mean": 86.16, "fe_gas_total_std": 0, "fe_h2_mean": 83.31, "fe_h2_std": 0, "fe_liquid_mean": 13.84, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 13.14, "max_partial_current_gas_total_mean": 258.48, "max_partial_current_h2_mean": 249.93, "max_partial_current_liquid_mean": 41.52, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.33, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.19, "partial_current_co_std": 0, "partial_current_gas_total_mean": 258.48, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 249.93, "partial_current_h2_std": 0, "partial_current_liquid_mean": 41.52, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.78, "voltage_std": 0, "xrf composition": "Pd-0.857-Sn-0.143"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.87, "Pt": 0, "Rh": 0, "Sn": 0.13, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 40470.3, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 2.67, "voltage_std": 0, "xrf composition": "Pd-0.87-Sn-0.13"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.87, "Pt": 0, "Rh": 0, "Sn": 0.13, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 40470.3, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 16.22, "fe_co_std": 0, "fe_gas_total_mean": 95.92, "fe_gas_total_std": 0, "fe_h2_mean": 79.61, "fe_h2_std": 0, "fe_liquid_mean": 4.08, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 11.64, "max_partial_current_gas_total_mean": 264.42, "max_partial_current_h2_mean": 256.89, "max_partial_current_liquid_mean": 35.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.11, "partial_current_co_std": 0, "partial_current_gas_total_mean": 47.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 39.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 2.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.14, "voltage_std": 0, "xrf composition": "Pd-0.87-Sn-0.13"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.87, "Pt": 0, "Rh": 0, "Sn": 0.13, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 40470.3, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 11.38, "fe_co_std": 0, "fe_gas_total_mean": 94.11, "fe_gas_total_std": 0, "fe_h2_mean": 82.61, "fe_h2_std": 0, "fe_liquid_mean": 5.89, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 11.64, "max_partial_current_gas_total_mean": 264.42, "max_partial_current_h2_mean": 256.89, "max_partial_current_liquid_mean": 35.58, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.38, "partial_current_co_std": 0, "partial_current_gas_total_mean": 94.11, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 82.61, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.89, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.43, "voltage_std": 0, "xrf composition": "Pd-0.87-Sn-0.13"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.87, "Pt": 0, "Rh": 0, "Sn": 0.13, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 40470.3, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 7.76, "fe_co_std": 0, "fe_gas_total_mean": 93.69, "fe_gas_total_std": 0, "fe_h2_mean": 85.82, "fe_h2_std": 0, "fe_liquid_mean": 6.31, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 11.64, "max_partial_current_gas_total_mean": 264.42, "max_partial_current_h2_mean": 256.89, "max_partial_current_liquid_mean": 35.58, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.64, "partial_current_co_std": 0, "partial_current_gas_total_mean": 140.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 128.73, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.52, "voltage_std": 0, "xrf composition": "Pd-0.87-Sn-0.13"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.87, "Pt": 0, "Rh": 0, "Sn": 0.13, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 40470.3, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 5.57, "fe_co_std": 0, "fe_gas_total_mean": 91.9, "fe_gas_total_std": 0, "fe_h2_mean": 86.22, "fe_h2_std": 0, "fe_liquid_mean": 8.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 11.64, "max_partial_current_gas_total_mean": 264.42, "max_partial_current_h2_mean": 256.89, "max_partial_current_liquid_mean": 35.58, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 183.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 172.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Pd-0.87-Sn-0.13"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.87, "Pt": 0, "Rh": 0, "Sn": 0.13, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 40470.3, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 2.43, "fe_co_std": 0, "fe_gas_total_mean": 88.14, "fe_gas_total_std": 0, "fe_h2_mean": 85.63, "fe_h2_std": 0, "fe_liquid_mean": 11.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 11.64, "max_partial_current_gas_total_mean": 264.42, "max_partial_current_h2_mean": 256.89, "max_partial_current_liquid_mean": 35.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.29, "partial_current_co_std": 0, "partial_current_gas_total_mean": 264.42, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 256.89, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.58, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.8, "voltage_std": 0, "xrf composition": "Pd-0.87-Sn-0.13"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.837, "Pt": 0, "Rh": 0, "Sn": 0.163, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 38791.07, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 2.58, "voltage_std": 0, "xrf composition": "Pd-0.837-Sn-0.163"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.837, "Pt": 0, "Rh": 0, "Sn": 0.163, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 38791.07, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 16.83, "fe_co_std": 0, "fe_gas_total_mean": 95.16, "fe_gas_total_std": 0, "fe_h2_mean": 78.27, "fe_h2_std": 0, "fe_liquid_mean": 4.84, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 13.76, "max_partial_current_gas_total_mean": 257.76, "max_partial_current_h2_mean": 251.67, "max_partial_current_liquid_mean": 42.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.41, "partial_current_co_std": 0, "partial_current_gas_total_mean": 47.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 39.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 2.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.15, "voltage_std": 0, "xrf composition": "Pd-0.837-Sn-0.163"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.837, "Pt": 0, "Rh": 0, "Sn": 0.163, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 38791.07, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 13.61, "fe_co_std": 0, "fe_gas_total_mean": 93.78, "fe_gas_total_std": 0, "fe_h2_mean": 80.05, "fe_h2_std": 0, "fe_liquid_mean": 6.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 13.76, "max_partial_current_gas_total_mean": 257.76, "max_partial_current_h2_mean": 251.67, "max_partial_current_liquid_mean": 42.24, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.61, "partial_current_co_std": 0, "partial_current_gas_total_mean": 93.78, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 80.05, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.22, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Pd-0.837-Sn-0.163"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.837, "Pt": 0, "Rh": 0, "Sn": 0.163, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 38791.07, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 9.17, "fe_co_std": 0, "fe_gas_total_mean": 92.2, "fe_gas_total_std": 0, "fe_h2_mean": 82.92, "fe_h2_std": 0, "fe_liquid_mean": 7.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 13.76, "max_partial_current_gas_total_mean": 257.76, "max_partial_current_h2_mean": 251.67, "max_partial_current_liquid_mean": 42.24, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.76, "partial_current_co_std": 0, "partial_current_gas_total_mean": 138.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 124.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.53, "voltage_std": 0, "xrf composition": "Pd-0.837-Sn-0.163"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.837, "Pt": 0, "Rh": 0, "Sn": 0.163, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 38791.07, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 6.47, "fe_co_std": 0, "fe_gas_total_mean": 88.83, "fe_gas_total_std": 0, "fe_h2_mean": 82.24, "fe_h2_std": 0, "fe_liquid_mean": 11.17, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 13.76, "max_partial_current_gas_total_mean": 257.76, "max_partial_current_h2_mean": 251.67, "max_partial_current_liquid_mean": 42.24, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.2, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 177.66, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 164.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.34, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.65, "voltage_std": 0, "xrf composition": "Pd-0.837-Sn-0.163"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.837, "Pt": 0, "Rh": 0, "Sn": 0.163, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 38791.07, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 1.96, "fe_co_std": 0, "fe_gas_total_mean": 85.92, "fe_gas_total_std": 0, "fe_h2_mean": 83.89, "fe_h2_std": 0, "fe_liquid_mean": 14.08, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.2, "max_partial_current_co_mean": 13.76, "max_partial_current_gas_total_mean": 257.76, "max_partial_current_h2_mean": 251.67, "max_partial_current_liquid_mean": 42.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0, "partial_current_co_mean": 5.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 257.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 251.67, "partial_current_h2_std": 0, "partial_current_liquid_mean": 42.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-0.889-Sn-0.111_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Sn-0.111", "voltage_mean": 3.78, "voltage_std": 0, "xrf composition": "Pd-0.837-Sn-0.163"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 1, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 47210, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp4_240726_Pd-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Pd-1.0", "voltage_mean": 2.53, "voltage_std": 0.08185352771872448, "xrf composition": "Pd-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 1, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 47210, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.04, "fe_co_mean": 24.21, "fe_co_std": 6.02, "fe_gas_total_mean": 88.8, "fe_gas_total_std": 3.93, "fe_h2_mean": 64.54, "fe_h2_std": 9.83, "fe_liquid_mean": 11.2, "fe_liquid_std": 3.93, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 15.53, "max_partial_current_gas_total_mean": 249.82, "max_partial_current_h2_mean": 242.74, "max_partial_current_liquid_mean": 50.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 12.1, "partial_current_co_std": 3.01, "partial_current_gas_total_mean": 44.4, "partial_current_gas_total_std": 1.96, "partial_current_h2_mean": 32.27, "partial_current_h2_std": 4.92, "partial_current_liquid_mean": 5.6, "partial_current_liquid_std": 1.96, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Pd-1.0", "voltage_mean": 3.1199999999999997, "voltage_std": 0.0655743852430199, "xrf composition": "Pd-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 1, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 47210, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.05, "fe_co_mean": 15.53, "fe_co_std": 3.7, "fe_gas_total_mean": 90.38, "fe_gas_total_std": 4, "fe_h2_mean": 74.76, "fe_h2_std": 7.51, "fe_liquid_mean": 9.62, "fe_liquid_std": 4, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 15.53, "max_partial_current_gas_total_mean": 249.82, "max_partial_current_h2_mean": 242.74, "max_partial_current_liquid_mean": 50.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 15.53, "partial_current_co_std": 3.7, "partial_current_gas_total_mean": 90.38, "partial_current_gas_total_std": 4, "partial_current_h2_mean": 74.76, "partial_current_h2_std": 7.51, "partial_current_liquid_mean": 9.62, "partial_current_liquid_std": 4, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Pd-1.0", "voltage_mean": 3.4166666666666665, "voltage_std": 0.10692676621563614, "xrf composition": "Pd-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 1, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 47210, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.04, "fe_co_mean": 9.05, "fe_co_std": 2.8, "fe_gas_total_mean": 88.52, "fe_gas_total_std": 4.82, "fe_h2_mean": 79.39, "fe_h2_std": 5.68, "fe_liquid_mean": 11.48, "fe_liquid_std": 4.82, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 15.53, "max_partial_current_gas_total_mean": 249.82, "max_partial_current_h2_mean": 242.74, "max_partial_current_liquid_mean": 50.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 13.57, "partial_current_co_std": 4.2, "partial_current_gas_total_mean": 132.78, "partial_current_gas_total_std": 7.23, "partial_current_h2_mean": 119.08, "partial_current_h2_std": 8.53, "partial_current_liquid_mean": 17.22, "partial_current_liquid_std": 7.23, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Pd-1.0", "voltage_mean": 3.563333333333334, "voltage_std": 0.11930353445448852, "xrf composition": "Pd-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 1, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 47210, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.05, "fe_co_mean": 5.9, "fe_co_std": 2.27, "fe_gas_total_mean": 88.58, "fe_gas_total_std": 5.02, "fe_h2_mean": 82.6, "fe_h2_std": 6.25, "fe_liquid_mean": 11.42, "fe_liquid_std": 5.02, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 15.53, "max_partial_current_gas_total_mean": 249.82, "max_partial_current_h2_mean": 242.74, "max_partial_current_liquid_mean": 50.18, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0.1, "partial_current_co_mean": 11.79, "partial_current_co_std": 4.54, "partial_current_gas_total_mean": 177.16, "partial_current_gas_total_std": 10.03, "partial_current_h2_mean": 165.2, "partial_current_h2_std": 12.49, "partial_current_liquid_mean": 22.84, "partial_current_liquid_std": 10.03, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Pd-1.0", "voltage_mean": 3.6733333333333333, "voltage_std": 0.14047538337136975, "xrf composition": "Pd-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 1, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240726, "batch number": 4, "cost_per_gram": 47210, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.03, "fe_co_mean": 2.32, "fe_co_std": 0.93, "fe_gas_total_mean": 83.27, "fe_gas_total_std": 3.95, "fe_h2_mean": 80.91, "fe_h2_std": 4.6, "fe_liquid_mean": 16.73, "fe_liquid_std": 3.95, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 15.53, "max_partial_current_gas_total_mean": 249.82, "max_partial_current_h2_mean": 242.74, "max_partial_current_liquid_mean": 50.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0.08, "partial_current_co_mean": 6.95, "partial_current_co_std": 2.8, "partial_current_gas_total_mean": 249.82, "partial_current_gas_total_std": 11.86, "partial_current_h2_mean": 242.74, "partial_current_h2_std": 13.79, "partial_current_liquid_mean": 50.18, "partial_current_liquid_std": 11.86, "reaction": "CO2R", "sample id": "vsp4_240726_Pd-1.0_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Pd-1.0", "voltage_mean": 3.766666666666667, "voltage_std": 0.12662279942148388, "xrf composition": "Pd-1.0"}, {"Ag": 0.191, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.809, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 38397.04, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp5_241011_Ag-0.111-Pd-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Pd-0.889", "voltage_mean": 2.57, "voltage_std": 0, "xrf composition": "Ag-0.191-Pd-0.809"}, {"Ag": 0.191, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.809, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 38397.04, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 22.09, "fe_co_std": 0, "fe_gas_total_mean": 83.74, "fe_gas_total_std": 0, "fe_h2_mean": 61.6, "fe_h2_std": 0, "fe_liquid_mean": 16.26, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 14.76, "max_partial_current_gas_total_mean": 245.97, "max_partial_current_h2_mean": 236.25, "max_partial_current_liquid_mean": 54.03, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.87, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 30.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.13, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.111-Pd-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Pd-0.889", "voltage_mean": 3.15, "voltage_std": 0, "xrf composition": "Ag-0.191-Pd-0.809"}, {"Ag": 0.191, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.809, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 38397.04, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 14.23, "fe_co_std": 0, "fe_gas_total_mean": 85.68, "fe_gas_total_std": 0, "fe_h2_mean": 71.37, "fe_h2_std": 0, "fe_liquid_mean": 14.32, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 14.76, "max_partial_current_gas_total_mean": 245.97, "max_partial_current_h2_mean": 236.25, "max_partial_current_liquid_mean": 54.03, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.23, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.68, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 71.37, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.32, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.111-Pd-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Pd-0.889", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Ag-0.191-Pd-0.809"}, {"Ag": 0.191, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.809, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 38397.04, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 9.84, "fe_co_std": 0, "fe_gas_total_mean": 85.17, "fe_gas_total_std": 0, "fe_h2_mean": 75.24, "fe_h2_std": 0, "fe_liquid_mean": 14.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 14.76, "max_partial_current_gas_total_mean": 245.97, "max_partial_current_h2_mean": 236.25, "max_partial_current_liquid_mean": 54.03, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.76, "partial_current_co_std": 0, "partial_current_gas_total_mean": 127.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 112.86, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.111-Pd-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Pd-0.889", "voltage_mean": 3.62, "voltage_std": 0, "xrf composition": "Ag-0.191-Pd-0.809"}, {"Ag": 0.191, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.809, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 38397.04, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 7.33, "fe_co_std": 0, "fe_gas_total_mean": 84.81, "fe_gas_total_std": 0, "fe_h2_mean": 77.4, "fe_h2_std": 0, "fe_liquid_mean": 15.19, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 14.76, "max_partial_current_gas_total_mean": 245.97, "max_partial_current_h2_mean": 236.25, "max_partial_current_liquid_mean": 54.03, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 169.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 154.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.111-Pd-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Pd-0.889", "voltage_mean": 3.73, "voltage_std": 0, "xrf composition": "Ag-0.191-Pd-0.809"}, {"Ag": 0.191, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.809, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 38397.04, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 3.18, "fe_co_std": 0, "fe_gas_total_mean": 81.99, "fe_gas_total_std": 0, "fe_h2_mean": 78.75, "fe_h2_std": 0, "fe_liquid_mean": 18.01, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 14.76, "max_partial_current_gas_total_mean": 245.97, "max_partial_current_h2_mean": 236.25, "max_partial_current_liquid_mean": 54.03, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 245.97, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 236.25, "partial_current_h2_std": 0, "partial_current_liquid_mean": 54.03, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.111-Pd-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Pd-0.889", "voltage_mean": 3.84, "voltage_std": 0, "xrf composition": "Ag-0.191-Pd-0.809"}, {"Ag": 0.352, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.648, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 31003.73, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp5_241011_Ag-0.167-Pd-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Pd-0.833", "voltage_mean": 2.46, "voltage_std": 0, "xrf composition": "Ag-0.352-Pd-0.648"}, {"Ag": 0.352, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.648, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 31003.73, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.69, "fe_co_std": 0, "fe_gas_total_mean": 76.54, "fe_gas_total_std": 0, "fe_h2_mean": 62.84, "fe_h2_std": 0, "fe_liquid_mean": 23.46, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 38.07, "max_partial_current_gas_total_mean": 241.71, "max_partial_current_h2_mean": 226.5, "max_partial_current_liquid_mean": 58.29, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.84, "partial_current_co_std": 0, "partial_current_gas_total_mean": 38.27, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.73, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.167-Pd-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Pd-0.833", "voltage_mean": 2.85, "voltage_std": 0, "xrf composition": "Ag-0.352-Pd-0.648"}, {"Ag": 0.352, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.648, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 31003.73, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 31.22, "fe_co_std": 0, "fe_gas_total_mean": 80.95, "fe_gas_total_std": 0, "fe_h2_mean": 49.71, "fe_h2_std": 0, "fe_liquid_mean": 19.05, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 38.07, "max_partial_current_gas_total_mean": 241.71, "max_partial_current_h2_mean": 226.5, "max_partial_current_liquid_mean": 58.29, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.95, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 49.71, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.05, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.167-Pd-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Pd-0.833", "voltage_mean": 3.26, "voltage_std": 0, "xrf composition": "Ag-0.352-Pd-0.648"}, {"Ag": 0.352, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.648, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 31003.73, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 25.38, "fe_co_std": 0, "fe_gas_total_mean": 82.83, "fe_gas_total_std": 0, "fe_h2_mean": 57.42, "fe_h2_std": 0, "fe_liquid_mean": 17.17, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 38.07, "max_partial_current_gas_total_mean": 241.71, "max_partial_current_h2_mean": 226.5, "max_partial_current_liquid_mean": 58.29, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 38.07, "partial_current_co_std": 0, "partial_current_gas_total_mean": 124.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 86.13, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.167-Pd-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Pd-0.833", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Ag-0.352-Pd-0.648"}, {"Ag": 0.352, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.648, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 31003.73, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 12.53, "fe_co_std": 0, "fe_gas_total_mean": 83.7, "fe_gas_total_std": 0, "fe_h2_mean": 71.15, "fe_h2_std": 0, "fe_liquid_mean": 16.3, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 38.07, "max_partial_current_gas_total_mean": 241.71, "max_partial_current_h2_mean": 226.5, "max_partial_current_liquid_mean": 58.29, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.06, "partial_current_co_std": 0, "partial_current_gas_total_mean": 167.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 142.3, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.167-Pd-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Pd-0.833", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Ag-0.352-Pd-0.648"}, {"Ag": 0.352, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.648, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 31003.73, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 5.06, "fe_co_std": 0, "fe_gas_total_mean": 80.57, "fe_gas_total_std": 0, "fe_h2_mean": 75.5, "fe_h2_std": 0, "fe_liquid_mean": 19.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 38.07, "max_partial_current_gas_total_mean": 241.71, "max_partial_current_h2_mean": 226.5, "max_partial_current_liquid_mean": 58.29, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.18, "partial_current_co_std": 0, "partial_current_gas_total_mean": 241.71, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 226.5, "partial_current_h2_std": 0, "partial_current_liquid_mean": 58.29, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.167-Pd-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Pd-0.833", "voltage_mean": 3.66, "voltage_std": 0, "xrf composition": "Ag-0.352-Pd-0.648"}, {"Ag": 0.476, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.524, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 25331.44, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp5_241011_Ag-0.2-Pd-0.8_pp0_rep1", "sample_count": 4, "source": "vsp", "target composition": "Ag-0.2-Pd-0.8", "voltage_mean": 2.4725, "voltage_std": 0.06849574196011482, "xrf composition": "Ag-0.485-Pd-0.515"}, {"Ag": 0.476, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.524, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 25331.44, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 21.6, "fe_co_std": 3.68, "fe_gas_total_mean": 77.69, "fe_gas_total_std": 2.28, "fe_h2_mean": 56.08, "fe_h2_std": 5.14, "fe_liquid_mean": 22.31, "fe_liquid_std": 2.28, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 45.86, "max_partial_current_gas_total_mean": 245.3, "max_partial_current_h2_mean": 220.84, "max_partial_current_liquid_mean": 54.7, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.8, "partial_current_co_std": 1.84, "partial_current_gas_total_mean": 38.84, "partial_current_gas_total_std": 1.14, "partial_current_h2_mean": 28.04, "partial_current_h2_std": 2.57, "partial_current_liquid_mean": 11.16, "partial_current_liquid_std": 1.14, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.2-Pd-0.8_pp0_rep1", "sample_count": 4, "source": "vsp", "target composition": "Ag-0.2-Pd-0.8", "voltage_mean": 2.9450000000000003, "voltage_std": 0.06658328118479379, "xrf composition": "Ag-0.485-Pd-0.515"}, {"Ag": 0.476, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.524, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 25331.44, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 35.46, "fe_co_std": 3.35, "fe_gas_total_mean": 82.23, "fe_gas_total_std": 1.8, "fe_h2_mean": 46.76, "fe_h2_std": 1.67, "fe_liquid_mean": 17.77, "fe_liquid_std": 1.8, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 45.86, "max_partial_current_gas_total_mean": 245.3, "max_partial_current_h2_mean": 220.84, "max_partial_current_liquid_mean": 54.7, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 35.46, "partial_current_co_std": 3.35, "partial_current_gas_total_mean": 82.23, "partial_current_gas_total_std": 1.8, "partial_current_h2_mean": 46.76, "partial_current_h2_std": 1.67, "partial_current_liquid_mean": 17.77, "partial_current_liquid_std": 1.8, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.2-Pd-0.8_pp0_rep1", "sample_count": 4, "source": "vsp", "target composition": "Ag-0.2-Pd-0.8", "voltage_mean": 3.35, "voltage_std": 0.08366600265340758, "xrf composition": "Ag-0.485-Pd-0.515"}, {"Ag": 0.476, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.524, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 25331.44, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 30.57, "fe_co_std": 5.33, "fe_gas_total_mean": 83.46, "fe_gas_total_std": 1.37, "fe_h2_mean": 52.86, "fe_h2_std": 4.19, "fe_liquid_mean": 16.54, "fe_liquid_std": 1.37, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 45.86, "max_partial_current_gas_total_mean": 245.3, "max_partial_current_h2_mean": 220.84, "max_partial_current_liquid_mean": 54.7, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 45.86, "partial_current_co_std": 8, "partial_current_gas_total_mean": 125.19, "partial_current_gas_total_std": 2.06, "partial_current_h2_mean": 79.28, "partial_current_h2_std": 6.29, "partial_current_liquid_mean": 24.81, "partial_current_liquid_std": 2.06, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.2-Pd-0.8_pp0_rep1", "sample_count": 4, "source": "vsp", "target composition": "Ag-0.2-Pd-0.8", "voltage_mean": 3.51, "voltage_std": 0.076594168620507, "xrf composition": "Ag-0.485-Pd-0.515"}, {"Ag": 0.476, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.524, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 25331.44, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 21.63, "fe_co_std": 7.12, "fe_gas_total_mean": 84.22, "fe_gas_total_std": 1.36, "fe_h2_mean": 62.55, "fe_h2_std": 5.98, "fe_liquid_mean": 15.78, "fe_liquid_std": 1.36, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 45.86, "max_partial_current_gas_total_mean": 245.3, "max_partial_current_h2_mean": 220.84, "max_partial_current_liquid_mean": 54.7, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 43.26, "partial_current_co_std": 14.23, "partial_current_gas_total_mean": 168.44, "partial_current_gas_total_std": 2.71, "partial_current_h2_mean": 125.1, "partial_current_h2_std": 11.95, "partial_current_liquid_mean": 31.56, "partial_current_liquid_std": 2.71, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.2-Pd-0.8_pp0_rep1", "sample_count": 4, "source": "vsp", "target composition": "Ag-0.2-Pd-0.8", "voltage_mean": 3.6425, "voltage_std": 0.06751543033509705, "xrf composition": "Ag-0.485-Pd-0.515"}, {"Ag": 0.476, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.524, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 25331.44, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 8.12, "fe_co_std": 4.11, "fe_gas_total_mean": 81.76, "fe_gas_total_std": 1.83, "fe_h2_mean": 73.61, "fe_h2_std": 2.3, "fe_liquid_mean": 18.24, "fe_liquid_std": 1.83, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.07, "max_partial_current_co_mean": 45.86, "max_partial_current_gas_total_mean": 245.3, "max_partial_current_h2_mean": 220.84, "max_partial_current_liquid_mean": 54.7, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 24.37, "partial_current_co_std": 12.32, "partial_current_gas_total_mean": 245.3, "partial_current_gas_total_std": 5.48, "partial_current_h2_mean": 220.84, "partial_current_h2_std": 6.89, "partial_current_liquid_mean": 54.7, "partial_current_liquid_std": 5.48, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.2-Pd-0.8_pp0_rep1", "sample_count": 4, "source": "vsp", "target composition": "Ag-0.2-Pd-0.8", "voltage_mean": 3.775, "voltage_std": 0.05259911279353154, "xrf composition": "Ag-0.485-Pd-0.515"}, {"Ag": 0.448, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.552, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 26610.62, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp5_241011_Ag-0.25-Pd-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Pd-0.75", "voltage_mean": 2.46, "voltage_std": 0, "xrf composition": "Ag-0.448-Pd-0.552"}, {"Ag": 0.448, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.552, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 26610.62, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.21, "fe_co_std": 0, "fe_gas_total_mean": 84.14, "fe_gas_total_std": 0, "fe_h2_mean": 76.93, "fe_h2_std": 0, "fe_liquid_mean": 15.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 49.5, "max_partial_current_gas_total_mean": 243.99, "max_partial_current_h2_mean": 224.46, "max_partial_current_liquid_mean": 56.01, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 3.6, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.07, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 38.47, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.93, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.25-Pd-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Pd-0.75", "voltage_mean": 2.91, "voltage_std": 0, "xrf composition": "Ag-0.448-Pd-0.552"}, {"Ag": 0.448, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.552, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 26610.62, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 35.83, "fe_co_std": 0, "fe_gas_total_mean": 80.12, "fe_gas_total_std": 0, "fe_h2_mean": 44.26, "fe_h2_std": 0, "fe_liquid_mean": 19.88, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 49.5, "max_partial_current_gas_total_mean": 243.99, "max_partial_current_h2_mean": 224.46, "max_partial_current_liquid_mean": 56.01, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 35.83, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 44.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.25-Pd-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Pd-0.75", "voltage_mean": 3.37, "voltage_std": 0, "xrf composition": "Ag-0.448-Pd-0.552"}, {"Ag": 0.448, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.552, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 26610.62, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 33, "fe_co_std": 0, "fe_gas_total_mean": 81.09, "fe_gas_total_std": 0, "fe_h2_mean": 48.05, "fe_h2_std": 0, "fe_liquid_mean": 18.91, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 49.5, "max_partial_current_gas_total_mean": 243.99, "max_partial_current_h2_mean": 224.46, "max_partial_current_liquid_mean": 56.01, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 49.5, "partial_current_co_std": 0, "partial_current_gas_total_mean": 121.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 72.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.25-Pd-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Pd-0.75", "voltage_mean": 3.55, "voltage_std": 0, "xrf composition": "Ag-0.448-Pd-0.552"}, {"Ag": 0.448, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.552, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 26610.62, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 22.19, "fe_co_std": 0, "fe_gas_total_mean": 82.14, "fe_gas_total_std": 0, "fe_h2_mean": 59.91, "fe_h2_std": 0, "fe_liquid_mean": 17.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 49.5, "max_partial_current_gas_total_mean": 243.99, "max_partial_current_h2_mean": 224.46, "max_partial_current_liquid_mean": 56.01, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 44.38, "partial_current_co_std": 0, "partial_current_gas_total_mean": 164.28, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 119.82, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.72, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.25-Pd-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Pd-0.75", "voltage_mean": 3.68, "voltage_std": 0, "xrf composition": "Ag-0.448-Pd-0.552"}, {"Ag": 0.448, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.552, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 26610.62, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 6.48, "fe_co_std": 0, "fe_gas_total_mean": 81.33, "fe_gas_total_std": 0, "fe_h2_mean": 74.82, "fe_h2_std": 0, "fe_liquid_mean": 18.67, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 49.5, "max_partial_current_gas_total_mean": 243.99, "max_partial_current_h2_mean": 224.46, "max_partial_current_liquid_mean": 56.01, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.44, "partial_current_co_std": 0, "partial_current_gas_total_mean": 243.99, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 224.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 56.01, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.25-Pd-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Pd-0.75", "voltage_mean": 3.84, "voltage_std": 0, "xrf composition": "Ag-0.448-Pd-0.552"}, {"Ag": 0.401, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.599, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 28759.99, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp5_241011_Ag-0.25-Pd-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Pd-0.75", "voltage_mean": 2.45, "voltage_std": 0, "xrf composition": "Ag-0.407-Pd-0.593"}, {"Ag": 0.401, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.599, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 28759.99, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.54, "fe_co_std": 0, "fe_gas_total_mean": 77.78, "fe_gas_total_std": 0, "fe_h2_mean": 65.23, "fe_h2_std": 0, "fe_liquid_mean": 22.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 34.38, "max_partial_current_gas_total_mean": 245.7, "max_partial_current_h2_mean": 226.08, "max_partial_current_liquid_mean": 54.3, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.27, "partial_current_co_std": 0, "partial_current_gas_total_mean": 38.89, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 32.62, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.11, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.25-Pd-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Pd-0.75", "voltage_mean": 2.89, "voltage_std": 0, "xrf composition": "Ag-0.407-Pd-0.593"}, {"Ag": 0.401, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.599, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 28759.99, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 24.11, "fe_co_std": 0, "fe_gas_total_mean": 81.76, "fe_gas_total_std": 0, "fe_h2_mean": 57.64, "fe_h2_std": 0, "fe_liquid_mean": 18.24, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 34.38, "max_partial_current_gas_total_mean": 245.7, "max_partial_current_h2_mean": 226.08, "max_partial_current_liquid_mean": 54.3, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.11, "partial_current_co_std": 0, "partial_current_gas_total_mean": 81.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 57.64, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.25-Pd-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Pd-0.75", "voltage_mean": 3.29, "voltage_std": 0, "xrf composition": "Ag-0.407-Pd-0.593"}, {"Ag": 0.401, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.599, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 28759.99, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 22.92, "fe_co_std": 0, "fe_gas_total_mean": 83.91, "fe_gas_total_std": 0, "fe_h2_mean": 60.96, "fe_h2_std": 0, "fe_liquid_mean": 16.09, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 34.38, "max_partial_current_gas_total_mean": 245.7, "max_partial_current_h2_mean": 226.08, "max_partial_current_liquid_mean": 54.3, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.38, "partial_current_co_std": 0, "partial_current_gas_total_mean": 125.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 91.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 24.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.25-Pd-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Pd-0.75", "voltage_mean": 3.48, "voltage_std": 0, "xrf composition": "Ag-0.407-Pd-0.593"}, {"Ag": 0.401, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.599, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 28759.99, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 16.44, "fe_co_std": 0, "fe_gas_total_mean": 83.98, "fe_gas_total_std": 0, "fe_h2_mean": 67.51, "fe_h2_std": 0, "fe_liquid_mean": 16.02, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 34.38, "max_partial_current_gas_total_mean": 245.7, "max_partial_current_h2_mean": 226.08, "max_partial_current_liquid_mean": 54.3, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 167.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 135.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.25-Pd-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Pd-0.75", "voltage_mean": 3.62, "voltage_std": 0, "xrf composition": "Ag-0.407-Pd-0.593"}, {"Ag": 0.401, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.599, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 28759.99, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 6.52, "fe_co_std": 0, "fe_gas_total_mean": 81.9, "fe_gas_total_std": 0, "fe_h2_mean": 75.36, "fe_h2_std": 0, "fe_liquid_mean": 18.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 34.38, "max_partial_current_gas_total_mean": 245.7, "max_partial_current_h2_mean": 226.08, "max_partial_current_liquid_mean": 54.3, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 245.7, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 226.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 54.3, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.25-Pd-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Pd-0.75", "voltage_mean": 3.74, "voltage_std": 0, "xrf composition": "Ag-0.407-Pd-0.593"}, {"Ag": 0.52, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.48, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 23323.27, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp5_241011_Ag-0.4-Pd-0.6_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.4-Pd-0.6", "voltage_mean": 2.45, "voltage_std": 0.04242640687119305, "xrf composition": "Ag-0.515-Pd-0.485"}, {"Ag": 0.52, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.48, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 23323.27, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 25.35, "fe_co_std": 8.8, "fe_gas_total_mean": 78.88, "fe_gas_total_std": 1.26, "fe_h2_mean": 53.52, "fe_h2_std": 7.54, "fe_liquid_mean": 21.12, "fe_liquid_std": 1.26, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.05, "max_partial_current_co_mean": 58.12, "max_partial_current_gas_total_mean": 244.54, "max_partial_current_h2_mean": 205.5, "max_partial_current_liquid_mean": 55.46, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.68, "partial_current_co_std": 4.4, "partial_current_gas_total_mean": 39.44, "partial_current_gas_total_std": 0.63, "partial_current_h2_mean": 26.76, "partial_current_h2_std": 3.77, "partial_current_liquid_mean": 10.56, "partial_current_liquid_std": 0.63, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.4-Pd-0.6_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.4-Pd-0.6", "voltage_mean": 2.995, "voltage_std": 0.16263455967290608, "xrf composition": "Ag-0.515-Pd-0.485"}, {"Ag": 0.52, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.48, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 23323.27, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 42.63, "fe_co_std": 5.32, "fe_gas_total_mean": 82.84, "fe_gas_total_std": 0.54, "fe_h2_mean": 40.2, "fe_h2_std": 5.85, "fe_liquid_mean": 17.16, "fe_liquid_std": 0.54, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.05, "max_partial_current_co_mean": 58.12, "max_partial_current_gas_total_mean": 244.54, "max_partial_current_h2_mean": 205.5, "max_partial_current_liquid_mean": 55.46, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 42.63, "partial_current_co_std": 5.32, "partial_current_gas_total_mean": 82.84, "partial_current_gas_total_std": 0.54, "partial_current_h2_mean": 40.2, "partial_current_h2_std": 5.85, "partial_current_liquid_mean": 17.16, "partial_current_liquid_std": 0.54, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.4-Pd-0.6_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.4-Pd-0.6", "voltage_mean": 3.37, "voltage_std": 0.0989949493661169, "xrf composition": "Ag-0.515-Pd-0.485"}, {"Ag": 0.52, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.48, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 23323.27, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 38.74, "fe_co_std": 3.81, "fe_gas_total_mean": 83.48, "fe_gas_total_std": 0.26, "fe_h2_mean": 44.72, "fe_h2_std": 4.08, "fe_liquid_mean": 16.52, "fe_liquid_std": 0.26, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.05, "max_partial_current_co_mean": 58.12, "max_partial_current_gas_total_mean": 244.54, "max_partial_current_h2_mean": 205.5, "max_partial_current_liquid_mean": 55.46, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 58.12, "partial_current_co_std": 5.72, "partial_current_gas_total_mean": 125.23, "partial_current_gas_total_std": 0.39, "partial_current_h2_mean": 67.07, "partial_current_h2_std": 6.12, "partial_current_liquid_mean": 24.77, "partial_current_liquid_std": 0.39, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.4-Pd-0.6_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.4-Pd-0.6", "voltage_mean": 3.585, "voltage_std": 0.049497474683058526, "xrf composition": "Ag-0.515-Pd-0.485"}, {"Ag": 0.52, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.48, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 23323.27, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 27.38, "fe_co_std": 5.52, "fe_gas_total_mean": 83.52, "fe_gas_total_std": 0.57, "fe_h2_mean": 56.1, "fe_h2_std": 6.1, "fe_liquid_mean": 16.48, "fe_liquid_std": 0.57, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.05, "max_partial_current_co_mean": 58.12, "max_partial_current_gas_total_mean": 244.54, "max_partial_current_h2_mean": 205.5, "max_partial_current_liquid_mean": 55.46, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 54.77, "partial_current_co_std": 11.05, "partial_current_gas_total_mean": 167.03, "partial_current_gas_total_std": 1.15, "partial_current_h2_mean": 112.2, "partial_current_h2_std": 12.19, "partial_current_liquid_mean": 32.97, "partial_current_liquid_std": 1.15, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.4-Pd-0.6_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.4-Pd-0.6", "voltage_mean": 3.71, "voltage_std": 0.05656854249492385, "xrf composition": "Ag-0.515-Pd-0.485"}, {"Ag": 0.52, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.48, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 23323.27, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 12.99, "fe_co_std": 1.4, "fe_gas_total_mean": 81.52, "fe_gas_total_std": 1.03, "fe_h2_mean": 68.5, "fe_h2_std": 0.38, "fe_liquid_mean": 18.48, "fe_liquid_std": 1.03, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.05, "max_partial_current_co_mean": 58.12, "max_partial_current_gas_total_mean": 244.54, "max_partial_current_h2_mean": 205.5, "max_partial_current_liquid_mean": 55.46, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 38.97, "partial_current_co_std": 4.2, "partial_current_gas_total_mean": 244.54, "partial_current_gas_total_std": 3.08, "partial_current_h2_mean": 205.5, "partial_current_h2_std": 1.15, "partial_current_liquid_mean": 55.46, "partial_current_liquid_std": 3.08, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.4-Pd-0.6_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.4-Pd-0.6", "voltage_mean": 3.8449999999999998, "voltage_std": 0.03535533905932741, "xrf composition": "Ag-0.515-Pd-0.485"}, {"Ag": 0.588, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.412, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 20224.41, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp5_241011_Ag-0.5-Pd-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 2.485, "voltage_std": 0.06363961030678918, "xrf composition": "Ag-0.588-Pd-0.412"}, {"Ag": 0.588, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.412, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 20224.41, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 32.2, "fe_co_std": 22.35, "fe_gas_total_mean": 81.91, "fe_gas_total_std": 2.33, "fe_h2_mean": 49.7, "fe_h2_std": 20.02, "fe_liquid_mean": 18.09, "fe_liquid_std": 2.33, "max_partial_current_c2h4_mean": 0.26, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 81.18, "max_partial_current_gas_total_mean": 270.87, "max_partial_current_h2_mean": 189.02, "max_partial_current_liquid_mean": 34.53, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.1, "partial_current_co_std": 11.18, "partial_current_gas_total_mean": 40.96, "partial_current_gas_total_std": 1.17, "partial_current_h2_mean": 24.85, "partial_current_h2_std": 10.01, "partial_current_liquid_mean": 9.04, "partial_current_liquid_std": 1.17, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.5-Pd-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 2.975, "voltage_std": 0.007071067811865324, "xrf composition": "Ag-0.588-Pd-0.412"}, {"Ag": 0.588, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.412, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 20224.41, "current density": 100, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 52.91, "fe_co_std": 18.77, "fe_gas_total_mean": 85.12, "fe_gas_total_std": 3.34, "fe_h2_mean": 32.15, "fe_h2_std": 15.43, "fe_liquid_mean": 14.88, "fe_liquid_std": 3.34, "max_partial_current_c2h4_mean": 0.26, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 81.18, "max_partial_current_gas_total_mean": 270.87, "max_partial_current_h2_mean": 189.02, "max_partial_current_liquid_mean": 34.53, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 52.91, "partial_current_co_std": 18.77, "partial_current_gas_total_mean": 85.12, "partial_current_gas_total_std": 3.34, "partial_current_h2_mean": 32.15, "partial_current_h2_std": 15.43, "partial_current_liquid_mean": 14.88, "partial_current_liquid_std": 3.34, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.5-Pd-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 3.365, "voltage_std": 0.03535533905932772, "xrf composition": "Ag-0.588-Pd-0.412"}, {"Ag": 0.588, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.412, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 20224.41, "current density": 150, "fe_c2h4_mean": 0.05, "fe_c2h4_std": 0.03, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.04, "fe_co_mean": 50.54, "fe_co_std": 12.05, "fe_gas_total_mean": 84.46, "fe_gas_total_std": 2.4, "fe_h2_mean": 33.82, "fe_h2_std": 9.59, "fe_liquid_mean": 15.54, "fe_liquid_std": 2.4, "max_partial_current_c2h4_mean": 0.26, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 81.18, "max_partial_current_gas_total_mean": 270.87, "max_partial_current_h2_mean": 189.02, "max_partial_current_liquid_mean": 34.53, "partial_current_c2h4_mean": 0.08, "partial_current_c2h4_std": 0.04, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 75.81, "partial_current_co_std": 18.07, "partial_current_gas_total_mean": 126.7, "partial_current_gas_total_std": 3.6, "partial_current_h2_mean": 50.73, "partial_current_h2_std": 14.38, "partial_current_liquid_mean": 23.3, "partial_current_liquid_std": 3.6, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.5-Pd-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 3.59, "voltage_std": 0.042426406871192736, "xrf composition": "Ag-0.588-Pd-0.412"}, {"Ag": 0.588, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.412, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 20224.41, "current density": 200, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0.05, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.05, "fe_co_mean": 37.12, "fe_co_std": 1.46, "fe_gas_total_mean": 82.74, "fe_gas_total_std": 1.51, "fe_h2_mean": 45.44, "fe_h2_std": 3.07, "fe_liquid_mean": 17.26, "fe_liquid_std": 1.51, "max_partial_current_c2h4_mean": 0.26, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 81.18, "max_partial_current_gas_total_mean": 270.87, "max_partial_current_h2_mean": 189.02, "max_partial_current_liquid_mean": 34.53, "partial_current_c2h4_mean": 0.13, "partial_current_c2h4_std": 0.1, "partial_current_ch4_mean": 0.19, "partial_current_ch4_std": 0.1, "partial_current_co_mean": 74.25, "partial_current_co_std": 2.93, "partial_current_gas_total_mean": 165.47, "partial_current_gas_total_std": 3.01, "partial_current_h2_mean": 90.88, "partial_current_h2_std": 6.14, "partial_current_liquid_mean": 34.53, "partial_current_liquid_std": 3.01, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.5-Pd-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 3.76, "voltage_std": 0.014142135623730807, "xrf composition": "Ag-0.588-Pd-0.412"}, {"Ag": 0.588, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.412, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 20224.41, "current density": 300, "fe_c2h4_mean": 0.08, "fe_c2h4_std": 0.11, "fe_ch4_mean": 0.14, "fe_ch4_std": 0.13, "fe_co_mean": 27.06, "fe_co_std": 14.4, "fe_gas_total_mean": 90.29, "fe_gas_total_std": 13.08, "fe_h2_mean": 63, "fe_h2_std": 1.55, "fe_liquid_mean": 9.71, "fe_liquid_std": 13.08, "max_partial_current_c2h4_mean": 0.26, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 81.18, "max_partial_current_gas_total_mean": 270.87, "max_partial_current_h2_mean": 189.02, "max_partial_current_liquid_mean": 34.53, "partial_current_c2h4_mean": 0.26, "partial_current_c2h4_std": 0.32, "partial_current_ch4_mean": 0.4, "partial_current_ch4_std": 0.4, "partial_current_co_mean": 81.18, "partial_current_co_std": 43.19, "partial_current_gas_total_mean": 270.87, "partial_current_gas_total_std": 39.24, "partial_current_h2_mean": 189.02, "partial_current_h2_std": 4.65, "partial_current_liquid_mean": 29.13, "partial_current_liquid_std": 39.24, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.5-Pd-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 3.91, "voltage_std": 0.05656854249492385, "xrf composition": "Ag-0.588-Pd-0.412"}, {"Ag": 0.572, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.428, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 20953.04, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp5_241011_Ag-0.5-Pd-0.5_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 2.43, "voltage_std": 0.05656854249492385, "xrf composition": "Ag-0.566-Pd-0.434"}, {"Ag": 0.572, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.428, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 20953.04, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.71, "fe_co_std": 3.87, "fe_gas_total_mean": 81.78, "fe_gas_total_std": 0.32, "fe_h2_mean": 73.06, "fe_h2_std": 3.56, "fe_liquid_mean": 18.23, "fe_liquid_std": 0.32, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 83.37, "max_partial_current_gas_total_mean": 236.3, "max_partial_current_h2_mean": 168.42, "max_partial_current_liquid_mean": 63.7, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.35, "partial_current_co_std": 1.94, "partial_current_gas_total_mean": 40.89, "partial_current_gas_total_std": 0.16, "partial_current_h2_mean": 36.53, "partial_current_h2_std": 1.78, "partial_current_liquid_mean": 9.11, "partial_current_liquid_std": 0.16, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.5-Pd-0.5_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 2.8200000000000003, "voltage_std": 0.01414213562373112, "xrf composition": "Ag-0.566-Pd-0.434"}, {"Ag": 0.572, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.428, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 20953.04, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 42.64, "fe_co_std": 2.02, "fe_gas_total_mean": 81.63, "fe_gas_total_std": 1.41, "fe_h2_mean": 38.98, "fe_h2_std": 0.6, "fe_liquid_mean": 18.37, "fe_liquid_std": 1.41, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 83.37, "max_partial_current_gas_total_mean": 236.3, "max_partial_current_h2_mean": 168.42, "max_partial_current_liquid_mean": 63.7, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 42.64, "partial_current_co_std": 2.02, "partial_current_gas_total_mean": 81.63, "partial_current_gas_total_std": 1.41, "partial_current_h2_mean": 38.98, "partial_current_h2_std": 0.6, "partial_current_liquid_mean": 18.37, "partial_current_liquid_std": 1.41, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.5-Pd-0.5_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 3.215, "voltage_std": 0.021213203435596444, "xrf composition": "Ag-0.566-Pd-0.434"}, {"Ag": 0.572, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.428, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 20953.04, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 46.33, "fe_co_std": 1.66, "fe_gas_total_mean": 79.9, "fe_gas_total_std": 1.34, "fe_h2_mean": 33.54, "fe_h2_std": 0.32, "fe_liquid_mean": 20.1, "fe_liquid_std": 1.34, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 83.37, "max_partial_current_gas_total_mean": 236.3, "max_partial_current_h2_mean": 168.42, "max_partial_current_liquid_mean": 63.7, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 69.5, "partial_current_co_std": 2.49, "partial_current_gas_total_mean": 119.86, "partial_current_gas_total_std": 2, "partial_current_h2_mean": 50.32, "partial_current_h2_std": 0.48, "partial_current_liquid_mean": 30.14, "partial_current_liquid_std": 2, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.5-Pd-0.5_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 3.43, "voltage_std": 0.028284271247461926, "xrf composition": "Ag-0.566-Pd-0.434"}, {"Ag": 0.572, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.428, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 20953.04, "current density": 200, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 41.68, "fe_co_std": 0.23, "fe_gas_total_mean": 78.94, "fe_gas_total_std": 0.3, "fe_h2_mean": 37.22, "fe_h2_std": 0.08, "fe_liquid_mean": 21.06, "fe_liquid_std": 0.3, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 83.37, "max_partial_current_gas_total_mean": 236.3, "max_partial_current_h2_mean": 168.42, "max_partial_current_liquid_mean": 63.7, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 83.37, "partial_current_co_std": 0.47, "partial_current_gas_total_mean": 157.89, "partial_current_gas_total_std": 0.61, "partial_current_h2_mean": 74.44, "partial_current_h2_std": 0.17, "partial_current_liquid_mean": 42.11, "partial_current_liquid_std": 0.61, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.5-Pd-0.5_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 3.575, "voltage_std": 0.021213203435596132, "xrf composition": "Ag-0.566-Pd-0.434"}, {"Ag": 0.572, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.428, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 20953.04, "current density": 300, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 22.56, "fe_co_std": 2.14, "fe_gas_total_mean": 78.76, "fe_gas_total_std": 0.59, "fe_h2_mean": 56.14, "fe_h2_std": 1.57, "fe_liquid_mean": 21.24, "fe_liquid_std": 0.59, "max_partial_current_c2h4_mean": 0.04, "max_partial_current_ch4_mean": 0.14, "max_partial_current_co_mean": 83.37, "max_partial_current_gas_total_mean": 236.3, "max_partial_current_h2_mean": 168.42, "max_partial_current_liquid_mean": 63.7, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 67.69, "partial_current_co_std": 6.43, "partial_current_gas_total_mean": 236.3, "partial_current_gas_total_std": 1.76, "partial_current_h2_mean": 168.42, "partial_current_h2_std": 4.71, "partial_current_liquid_mean": 63.7, "partial_current_liquid_std": 1.76, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.5-Pd-0.5_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.5-Pd-0.5", "voltage_mean": 3.7649999999999997, "voltage_std": 0.007071067811865795, "xrf composition": "Ag-0.566-Pd-0.434"}, {"Ag": 0.556, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.444, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 21681.99, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp5_241011_Ag-0.583-Pd-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.583-Pd-0.417", "voltage_mean": 2.45, "voltage_std": 0, "xrf composition": "Ag-0.556-Pd-0.444"}, {"Ag": 0.556, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.444, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 21681.99, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.9, "fe_co_std": 0, "fe_gas_total_mean": 82.8, "fe_gas_total_std": 0, "fe_h2_mean": 73.89, "fe_h2_std": 0, "fe_liquid_mean": 17.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.1, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 87.14, "max_partial_current_gas_total_mean": 244.14, "max_partial_current_h2_mean": 192.81, "max_partial_current_liquid_mean": 55.86, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.45, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 36.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.583-Pd-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.583-Pd-0.417", "voltage_mean": 2.84, "voltage_std": 0, "xrf composition": "Ag-0.556-Pd-0.444"}, {"Ag": 0.556, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.444, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 21681.99, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 42.04, "fe_co_std": 0, "fe_gas_total_mean": 83.79, "fe_gas_total_std": 0, "fe_h2_mean": 41.73, "fe_h2_std": 0, "fe_liquid_mean": 16.21, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.1, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 87.14, "max_partial_current_gas_total_mean": 244.14, "max_partial_current_h2_mean": 192.81, "max_partial_current_liquid_mean": 55.86, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 42.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 83.79, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 41.73, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.21, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.583-Pd-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.583-Pd-0.417", "voltage_mean": 3.24, "voltage_std": 0, "xrf composition": "Ag-0.556-Pd-0.444"}, {"Ag": 0.556, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.444, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 21681.99, "current density": 150, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 46.97, "fe_co_std": 0, "fe_gas_total_mean": 83.18, "fe_gas_total_std": 0, "fe_h2_mean": 36.13, "fe_h2_std": 0, "fe_liquid_mean": 16.82, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.1, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 87.14, "max_partial_current_gas_total_mean": 244.14, "max_partial_current_h2_mean": 192.81, "max_partial_current_liquid_mean": 55.86, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 70.46, "partial_current_co_std": 0, "partial_current_gas_total_mean": 124.77, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 54.2, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.23, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.583-Pd-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.583-Pd-0.417", "voltage_mean": 3.47, "voltage_std": 0, "xrf composition": "Ag-0.556-Pd-0.444"}, {"Ag": 0.556, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.444, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 21681.99, "current density": 200, "fe_c2h4_mean": 0.05, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 43.57, "fe_co_std": 0, "fe_gas_total_mean": 81.95, "fe_gas_total_std": 0, "fe_h2_mean": 38.27, "fe_h2_std": 0, "fe_liquid_mean": 18.05, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.1, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 87.14, "max_partial_current_gas_total_mean": 244.14, "max_partial_current_h2_mean": 192.81, "max_partial_current_liquid_mean": 55.86, "partial_current_c2h4_mean": 0.1, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 87.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 163.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 76.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 36.1, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.583-Pd-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.583-Pd-0.417", "voltage_mean": 3.63, "voltage_std": 0, "xrf composition": "Ag-0.556-Pd-0.444"}, {"Ag": 0.556, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.444, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 21681.99, "current density": 300, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 17, "fe_co_std": 0, "fe_gas_total_mean": 81.38, "fe_gas_total_std": 0, "fe_h2_mean": 64.27, "fe_h2_std": 0, "fe_liquid_mean": 18.62, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.1, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 87.14, "max_partial_current_gas_total_mean": 244.14, "max_partial_current_h2_mean": 192.81, "max_partial_current_liquid_mean": 55.86, "partial_current_c2h4_mean": 0.09, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0, "partial_current_co_mean": 51, "partial_current_co_std": 0, "partial_current_gas_total_mean": 244.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 192.81, "partial_current_h2_std": 0, "partial_current_liquid_mean": 55.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.583-Pd-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.583-Pd-0.417", "voltage_mean": 3.81, "voltage_std": 0, "xrf composition": "Ag-0.556-Pd-0.444"}, {"Ag": 0.616, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.384, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 18950.07, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp5_241011_Ag-0.75-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Pd-0.25", "voltage_mean": 2.47, "voltage_std": 0, "xrf composition": "Ag-0.616-Pd-0.384"}, {"Ag": 0.616, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.384, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 18950.07, "current density": 50, "fe_c2h4_mean": 0.14, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 55.03, "fe_co_std": 0, "fe_gas_total_mean": 82.77, "fe_gas_total_std": 0, "fe_h2_mean": 27.58, "fe_h2_std": 0, "fe_liquid_mean": 17.23, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 107.46, "max_partial_current_gas_total_mean": 239.97, "max_partial_current_h2_mean": 199.05, "max_partial_current_liquid_mean": 60.03, "partial_current_c2h4_mean": 0.07, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.52, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.38, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 13.79, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.62, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.75-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Pd-0.25", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Ag-0.616-Pd-0.384"}, {"Ag": 0.616, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.384, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 18950.07, "current density": 100, "fe_c2h4_mean": 0.08, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 65.14, "fe_co_std": 0, "fe_gas_total_mean": 84.43, "fe_gas_total_std": 0, "fe_h2_mean": 19.18, "fe_h2_std": 0, "fe_liquid_mean": 15.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 107.46, "max_partial_current_gas_total_mean": 239.97, "max_partial_current_h2_mean": 199.05, "max_partial_current_liquid_mean": 60.03, "partial_current_c2h4_mean": 0.08, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 65.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 84.43, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 19.18, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.75-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Pd-0.25", "voltage_mean": 3.27, "voltage_std": 0, "xrf composition": "Ag-0.616-Pd-0.384"}, {"Ag": 0.616, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.384, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 18950.07, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 61.02, "fe_co_std": 0, "fe_gas_total_mean": 84.21, "fe_gas_total_std": 0, "fe_h2_mean": 23.15, "fe_h2_std": 0, "fe_liquid_mean": 15.79, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 107.46, "max_partial_current_gas_total_mean": 239.97, "max_partial_current_h2_mean": 199.05, "max_partial_current_liquid_mean": 60.03, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 91.53, "partial_current_co_std": 0, "partial_current_gas_total_mean": 126.31, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 34.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.75-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Pd-0.25", "voltage_mean": 3.46, "voltage_std": 0, "xrf composition": "Ag-0.616-Pd-0.384"}, {"Ag": 0.616, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.384, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 18950.07, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 53.73, "fe_co_std": 0, "fe_gas_total_mean": 81.31, "fe_gas_total_std": 0, "fe_h2_mean": 27.52, "fe_h2_std": 0, "fe_liquid_mean": 18.69, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 107.46, "max_partial_current_gas_total_mean": 239.97, "max_partial_current_h2_mean": 199.05, "max_partial_current_liquid_mean": 60.03, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 107.46, "partial_current_co_std": 0, "partial_current_gas_total_mean": 162.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 55.04, "partial_current_h2_std": 0, "partial_current_liquid_mean": 37.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.75-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Pd-0.25", "voltage_mean": 3.62, "voltage_std": 0, "xrf composition": "Ag-0.616-Pd-0.384"}, {"Ag": 0.616, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.384, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 5, "cost_per_gram": 18950.07, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 13.55, "fe_co_std": 0, "fe_gas_total_mean": 79.99, "fe_gas_total_std": 0, "fe_h2_mean": 66.35, "fe_h2_std": 0, "fe_liquid_mean": 20.01, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 107.46, "max_partial_current_gas_total_mean": 239.97, "max_partial_current_h2_mean": 199.05, "max_partial_current_liquid_mean": 60.03, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.21, "partial_current_ch4_std": 0, "partial_current_co_mean": 40.65, "partial_current_co_std": 0, "partial_current_gas_total_mean": 239.97, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 199.05, "partial_current_h2_std": 0, "partial_current_liquid_mean": 60.03, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp5_241011_Ag-0.75-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Pd-0.25", "voltage_mean": 3.84, "voltage_std": 0, "xrf composition": "Ag-0.616-Pd-0.384"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.196, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.804, "batch date": 241025, "batch number": 7, "cost_per_gram": 4.74, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp7_241025_Cu-0.2-Zn-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.2-Zn-0.8", "voltage_mean": 3.04, "voltage_std": 0, "xrf composition": "Cu-0.196-Zn-0.804"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.196, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.804, "batch date": 241025, "batch number": 7, "cost_per_gram": 4.74, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 85.86, "fe_co_std": 0, "fe_gas_total_mean": 94.11, "fe_gas_total_std": 0, "fe_h2_mean": 8.24, "fe_h2_std": 0, "fe_liquid_mean": 5.89, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.78, "max_partial_current_co_mean": 187.2, "max_partial_current_gas_total_mean": 288.15, "max_partial_current_h2_mean": 99.99, "max_partial_current_liquid_mean": 11.85, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 42.93, "partial_current_co_std": 0, "partial_current_gas_total_mean": 47.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 4.12, "partial_current_h2_std": 0, "partial_current_liquid_mean": 2.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.2-Zn-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.2-Zn-0.8", "voltage_mean": 3.01, "voltage_std": 0, "xrf composition": "Cu-0.196-Zn-0.804"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.196, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.804, "batch date": 241025, "batch number": 7, "cost_per_gram": 4.74, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 86.22, "fe_co_std": 0, "fe_gas_total_mean": 96.65, "fe_gas_total_std": 0, "fe_h2_mean": 10.41, "fe_h2_std": 0, "fe_liquid_mean": 3.35, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.78, "max_partial_current_co_mean": 187.2, "max_partial_current_gas_total_mean": 288.15, "max_partial_current_h2_mean": 99.99, "max_partial_current_liquid_mean": 11.85, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 86.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 96.65, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 10.41, "partial_current_h2_std": 0, "partial_current_liquid_mean": 3.35, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.2-Zn-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.2-Zn-0.8", "voltage_mean": 3.34, "voltage_std": 0, "xrf composition": "Cu-0.196-Zn-0.804"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.196, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.804, "batch date": 241025, "batch number": 7, "cost_per_gram": 4.74, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 81.97, "fe_co_std": 0, "fe_gas_total_mean": 96.45, "fe_gas_total_std": 0, "fe_h2_mean": 14.44, "fe_h2_std": 0, "fe_liquid_mean": 3.55, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.78, "max_partial_current_co_mean": 187.2, "max_partial_current_gas_total_mean": 288.15, "max_partial_current_h2_mean": 99.99, "max_partial_current_liquid_mean": 11.85, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 122.96, "partial_current_co_std": 0, "partial_current_gas_total_mean": 144.68, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 21.66, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.32, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.2-Zn-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.2-Zn-0.8", "voltage_mean": 3.48, "voltage_std": 0, "xrf composition": "Cu-0.196-Zn-0.804"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.196, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.804, "batch date": 241025, "batch number": 7, "cost_per_gram": 4.74, "current density": 200, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 77.94, "fe_co_std": 0, "fe_gas_total_mean": 97.47, "fe_gas_total_std": 0, "fe_h2_mean": 19.46, "fe_h2_std": 0, "fe_liquid_mean": 2.53, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.78, "max_partial_current_co_mean": 187.2, "max_partial_current_gas_total_mean": 288.15, "max_partial_current_h2_mean": 99.99, "max_partial_current_liquid_mean": 11.85, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 155.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 194.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 38.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.2-Zn-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.2-Zn-0.8", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Cu-0.196-Zn-0.804"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.196, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.804, "batch date": 241025, "batch number": 7, "cost_per_gram": 4.74, "current density": 300, "fe_c2h4_mean": 0.05, "fe_c2h4_std": 0, "fe_ch4_mean": 0.26, "fe_ch4_std": 0, "fe_co_mean": 62.4, "fe_co_std": 0, "fe_gas_total_mean": 96.05, "fe_gas_total_std": 0, "fe_h2_mean": 33.33, "fe_h2_std": 0, "fe_liquid_mean": 3.95, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.15, "max_partial_current_ch4_mean": 0.78, "max_partial_current_co_mean": 187.2, "max_partial_current_gas_total_mean": 288.15, "max_partial_current_h2_mean": 99.99, "max_partial_current_liquid_mean": 11.85, "partial_current_c2h4_mean": 0.15, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.78, "partial_current_ch4_std": 0, "partial_current_co_mean": 187.2, "partial_current_co_std": 0, "partial_current_gas_total_mean": 288.15, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 99.99, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.85, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.2-Zn-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.2-Zn-0.8", "voltage_mean": 3.88, "voltage_std": 0, "xrf composition": "Cu-0.196-Zn-0.804"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.743, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.257, "batch date": 241025, "batch number": 7, "cost_per_gram": 9.64, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp7_241025_Cu-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.8-Zn-0.2", "voltage_mean": 2.99, "voltage_std": 0, "xrf composition": "Cu-0.743-Zn-0.257"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.743, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.257, "batch date": 241025, "batch number": 7, "cost_per_gram": 9.64, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 76.97, "fe_co_std": 0, "fe_gas_total_mean": 87.55, "fe_gas_total_std": 0, "fe_h2_mean": 10.56, "fe_h2_std": 0, "fe_liquid_mean": 12.45, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 2.97, "max_partial_current_ch4_mean": 3.75, "max_partial_current_co_mean": 146.08, "max_partial_current_gas_total_mean": 267.57, "max_partial_current_h2_mean": 138.21, "max_partial_current_liquid_mean": 32.43, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 38.48, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.78, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 5.28, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.22, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.8-Zn-0.2", "voltage_mean": 2.95, "voltage_std": 0, "xrf composition": "Cu-0.743-Zn-0.257"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.743, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.257, "batch date": 241025, "batch number": 7, "cost_per_gram": 9.64, "current density": 100, "fe_c2h4_mean": 0.05, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 81.17, "fe_co_std": 0, "fe_gas_total_mean": 91.57, "fe_gas_total_std": 0, "fe_h2_mean": 10.33, "fe_h2_std": 0, "fe_liquid_mean": 8.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 2.97, "max_partial_current_ch4_mean": 3.75, "max_partial_current_co_mean": 146.08, "max_partial_current_gas_total_mean": 267.57, "max_partial_current_h2_mean": 138.21, "max_partial_current_liquid_mean": 32.43, "partial_current_c2h4_mean": 0.05, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 81.17, "partial_current_co_std": 0, "partial_current_gas_total_mean": 91.57, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 10.33, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.43, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.8-Zn-0.2", "voltage_mean": 3.23, "voltage_std": 0, "xrf composition": "Cu-0.743-Zn-0.257"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.743, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.257, "batch date": 241025, "batch number": 7, "cost_per_gram": 9.64, "current density": 150, "fe_c2h4_mean": 0.21, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 77.69, "fe_co_std": 0, "fe_gas_total_mean": 91.98, "fe_gas_total_std": 0, "fe_h2_mean": 14.06, "fe_h2_std": 0, "fe_liquid_mean": 8.02, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 2.97, "max_partial_current_ch4_mean": 3.75, "max_partial_current_co_mean": 146.08, "max_partial_current_gas_total_mean": 267.57, "max_partial_current_h2_mean": 138.21, "max_partial_current_liquid_mean": 32.43, "partial_current_c2h4_mean": 0.32, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 116.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 137.97, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 21.09, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.03, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.8-Zn-0.2", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Cu-0.743-Zn-0.257"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.743, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.257, "batch date": 241025, "batch number": 7, "cost_per_gram": 9.64, "current density": 200, "fe_c2h4_mean": 0.42, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 73.04, "fe_co_std": 0, "fe_gas_total_mean": 93.14, "fe_gas_total_std": 0, "fe_h2_mean": 19.62, "fe_h2_std": 0, "fe_liquid_mean": 6.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 2.97, "max_partial_current_ch4_mean": 3.75, "max_partial_current_co_mean": 146.08, "max_partial_current_gas_total_mean": 267.57, "max_partial_current_h2_mean": 138.21, "max_partial_current_liquid_mean": 32.43, "partial_current_c2h4_mean": 0.84, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 146.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 186.28, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 39.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.72, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.8-Zn-0.2", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Cu-0.743-Zn-0.257"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.743, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.257, "batch date": 241025, "batch number": 7, "cost_per_gram": 9.64, "current density": 300, "fe_c2h4_mean": 0.99, "fe_c2h4_std": 0, "fe_ch4_mean": 1.25, "fe_ch4_std": 0, "fe_co_mean": 40.86, "fe_co_std": 0, "fe_gas_total_mean": 89.19, "fe_gas_total_std": 0, "fe_h2_mean": 46.07, "fe_h2_std": 0, "fe_liquid_mean": 10.81, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 2.97, "max_partial_current_ch4_mean": 3.75, "max_partial_current_co_mean": 146.08, "max_partial_current_gas_total_mean": 267.57, "max_partial_current_h2_mean": 138.21, "max_partial_current_liquid_mean": 32.43, "partial_current_c2h4_mean": 2.97, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 3.75, "partial_current_ch4_std": 0, "partial_current_co_mean": 122.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 267.57, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 138.21, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.43, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.8-Zn-0.2", "voltage_mean": 3.84, "voltage_std": 0, "xrf composition": "Cu-0.743-Zn-0.257"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.686, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.314, "batch date": 241025, "batch number": 7, "cost_per_gram": 9.12, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp7_241025_Cu-0.833-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.833-Zn-0.167", "voltage_mean": 3.02, "voltage_std": 0, "xrf composition": "Cu-0.686-Zn-0.314"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.686, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.314, "batch date": 241025, "batch number": 7, "cost_per_gram": 9.12, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 71.98, "fe_co_std": 0, "fe_gas_total_mean": 89.43, "fe_gas_total_std": 0, "fe_h2_mean": 17.4, "fe_h2_std": 0, "fe_liquid_mean": 10.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.44, "max_partial_current_ch4_mean": 3.09, "max_partial_current_co_mean": 119.22, "max_partial_current_gas_total_mean": 263.79, "max_partial_current_h2_mean": 170.43, "max_partial_current_liquid_mean": 36.21, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 35.99, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 8.7, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.833-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.833-Zn-0.167", "voltage_mean": 3.08, "voltage_std": 0, "xrf composition": "Cu-0.686-Zn-0.314"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.686, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.314, "batch date": 241025, "batch number": 7, "cost_per_gram": 9.12, "current density": 100, "fe_c2h4_mean": 0.32, "fe_c2h4_std": 0, "fe_ch4_mean": 0.11, "fe_ch4_std": 0, "fe_co_mean": 71.38, "fe_co_std": 0, "fe_gas_total_mean": 92.45, "fe_gas_total_std": 0, "fe_h2_mean": 20.64, "fe_h2_std": 0, "fe_liquid_mean": 7.55, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.44, "max_partial_current_ch4_mean": 3.09, "max_partial_current_co_mean": 119.22, "max_partial_current_gas_total_mean": 263.79, "max_partial_current_h2_mean": 170.43, "max_partial_current_liquid_mean": 36.21, "partial_current_c2h4_mean": 0.32, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0, "partial_current_co_mean": 71.38, "partial_current_co_std": 0, "partial_current_gas_total_mean": 92.45, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 20.64, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.55, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.833-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.833-Zn-0.167", "voltage_mean": 3.46, "voltage_std": 0, "xrf composition": "Cu-0.686-Zn-0.314"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.686, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.314, "batch date": 241025, "batch number": 7, "cost_per_gram": 9.12, "current density": 150, "fe_c2h4_mean": 0.49, "fe_c2h4_std": 0, "fe_ch4_mean": 0.17, "fe_ch4_std": 0, "fe_co_mean": 65, "fe_co_std": 0, "fe_gas_total_mean": 92.23, "fe_gas_total_std": 0, "fe_h2_mean": 26.57, "fe_h2_std": 0, "fe_liquid_mean": 7.77, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.44, "max_partial_current_ch4_mean": 3.09, "max_partial_current_co_mean": 119.22, "max_partial_current_gas_total_mean": 263.79, "max_partial_current_h2_mean": 170.43, "max_partial_current_liquid_mean": 36.21, "partial_current_c2h4_mean": 0.74, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.26, "partial_current_ch4_std": 0, "partial_current_co_mean": 97.5, "partial_current_co_std": 0, "partial_current_gas_total_mean": 138.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 39.85, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.833-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.833-Zn-0.167", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Cu-0.686-Zn-0.314"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.686, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.314, "batch date": 241025, "batch number": 7, "cost_per_gram": 9.12, "current density": 200, "fe_c2h4_mean": 0.59, "fe_c2h4_std": 0, "fe_ch4_mean": 0.28, "fe_ch4_std": 0, "fe_co_mean": 59.61, "fe_co_std": 0, "fe_gas_total_mean": 93.16, "fe_gas_total_std": 0, "fe_h2_mean": 32.68, "fe_h2_std": 0, "fe_liquid_mean": 6.84, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.44, "max_partial_current_ch4_mean": 3.09, "max_partial_current_co_mean": 119.22, "max_partial_current_gas_total_mean": 263.79, "max_partial_current_h2_mean": 170.43, "max_partial_current_liquid_mean": 36.21, "partial_current_c2h4_mean": 1.18, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.56, "partial_current_ch4_std": 0, "partial_current_co_mean": 119.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 186.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 65.36, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.833-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.833-Zn-0.167", "voltage_mean": 3.76, "voltage_std": 0, "xrf composition": "Cu-0.686-Zn-0.314"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.686, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.314, "batch date": 241025, "batch number": 7, "cost_per_gram": 9.12, "current density": 300, "fe_c2h4_mean": 0.48, "fe_c2h4_std": 0, "fe_ch4_mean": 1.03, "fe_ch4_std": 0, "fe_co_mean": 29.6, "fe_co_std": 0, "fe_gas_total_mean": 87.93, "fe_gas_total_std": 0, "fe_h2_mean": 56.81, "fe_h2_std": 0, "fe_liquid_mean": 12.07, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.44, "max_partial_current_ch4_mean": 3.09, "max_partial_current_co_mean": 119.22, "max_partial_current_gas_total_mean": 263.79, "max_partial_current_h2_mean": 170.43, "max_partial_current_liquid_mean": 36.21, "partial_current_c2h4_mean": 1.44, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 3.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 88.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 263.79, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 170.43, "partial_current_h2_std": 0, "partial_current_liquid_mean": 36.21, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.833-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.833-Zn-0.167", "voltage_mean": 3.96, "voltage_std": 0, "xrf composition": "Cu-0.686-Zn-0.314"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.844, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.156, "batch date": 241025, "batch number": 7, "cost_per_gram": 10.57, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp7_241025_Cu-0.875-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.875-Zn-0.125", "voltage_mean": 3.05, "voltage_std": 0, "xrf composition": "Cu-0.844-Zn-0.156"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.844, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.156, "batch date": 241025, "batch number": 7, "cost_per_gram": 10.57, "current density": 50, "fe_c2h4_mean": 0.12, "fe_c2h4_std": 0, "fe_ch4_mean": 0.11, "fe_ch4_std": 0, "fe_co_mean": 65.72, "fe_co_std": 0, "fe_gas_total_mean": 87.95, "fe_gas_total_std": 0, "fe_h2_mean": 22, "fe_h2_std": 0, "fe_liquid_mean": 12.05, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.74, "max_partial_current_ch4_mean": 2.7, "max_partial_current_co_mean": 148.71, "max_partial_current_gas_total_mean": 267.42, "max_partial_current_h2_mean": 114.27, "max_partial_current_liquid_mean": 32.58, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.86, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.98, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 11, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.02, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.875-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.875-Zn-0.125", "voltage_mean": 3.16, "voltage_std": 0, "xrf composition": "Cu-0.844-Zn-0.156"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.844, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.156, "batch date": 241025, "batch number": 7, "cost_per_gram": 10.57, "current density": 100, "fe_c2h4_mean": 0.4, "fe_c2h4_std": 0, "fe_ch4_mean": 0.33, "fe_ch4_std": 0, "fe_co_mean": 65.12, "fe_co_std": 0, "fe_gas_total_mean": 89.75, "fe_gas_total_std": 0, "fe_h2_mean": 23.89, "fe_h2_std": 0, "fe_liquid_mean": 10.25, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.74, "max_partial_current_ch4_mean": 2.7, "max_partial_current_co_mean": 148.71, "max_partial_current_gas_total_mean": 267.42, "max_partial_current_h2_mean": 114.27, "max_partial_current_liquid_mean": 32.58, "partial_current_c2h4_mean": 0.4, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.33, "partial_current_ch4_std": 0, "partial_current_co_mean": 65.12, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.75, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 23.89, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.25, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.875-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.875-Zn-0.125", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Cu-0.844-Zn-0.156"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.844, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.156, "batch date": 241025, "batch number": 7, "cost_per_gram": 10.57, "current density": 150, "fe_c2h4_mean": 0.48, "fe_c2h4_std": 0, "fe_ch4_mean": 0.43, "fe_ch4_std": 0, "fe_co_mean": 61.08, "fe_co_std": 0, "fe_gas_total_mean": 89.69, "fe_gas_total_std": 0, "fe_h2_mean": 27.7, "fe_h2_std": 0, "fe_liquid_mean": 10.31, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.74, "max_partial_current_ch4_mean": 2.7, "max_partial_current_co_mean": 148.71, "max_partial_current_gas_total_mean": 267.42, "max_partial_current_h2_mean": 114.27, "max_partial_current_liquid_mean": 32.58, "partial_current_c2h4_mean": 0.72, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.64, "partial_current_ch4_std": 0, "partial_current_co_mean": 91.62, "partial_current_co_std": 0, "partial_current_gas_total_mean": 134.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 41.55, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.875-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.875-Zn-0.125", "voltage_mean": 3.62, "voltage_std": 0, "xrf composition": "Cu-0.844-Zn-0.156"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.844, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.156, "batch date": 241025, "batch number": 7, "cost_per_gram": 10.57, "current density": 200, "fe_c2h4_mean": 0.55, "fe_c2h4_std": 0, "fe_ch4_mean": 0.51, "fe_ch4_std": 0, "fe_co_mean": 58.59, "fe_co_std": 0, "fe_gas_total_mean": 90.47, "fe_gas_total_std": 0, "fe_h2_mean": 30.82, "fe_h2_std": 0, "fe_liquid_mean": 9.53, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.74, "max_partial_current_ch4_mean": 2.7, "max_partial_current_co_mean": 148.71, "max_partial_current_gas_total_mean": 267.42, "max_partial_current_h2_mean": 114.27, "max_partial_current_liquid_mean": 32.58, "partial_current_c2h4_mean": 1.1, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 1.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 117.18, "partial_current_co_std": 0, "partial_current_gas_total_mean": 180.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 61.64, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.875-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.875-Zn-0.125", "voltage_mean": 3.75, "voltage_std": 0, "xrf composition": "Cu-0.844-Zn-0.156"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0.844, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.156, "batch date": 241025, "batch number": 7, "cost_per_gram": 10.57, "current density": 300, "fe_c2h4_mean": 0.58, "fe_c2h4_std": 0, "fe_ch4_mean": 0.9, "fe_ch4_std": 0, "fe_co_mean": 49.57, "fe_co_std": 0, "fe_gas_total_mean": 89.14, "fe_gas_total_std": 0, "fe_h2_mean": 38.09, "fe_h2_std": 0, "fe_liquid_mean": 10.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.74, "max_partial_current_ch4_mean": 2.7, "max_partial_current_co_mean": 148.71, "max_partial_current_gas_total_mean": 267.42, "max_partial_current_h2_mean": 114.27, "max_partial_current_liquid_mean": 32.58, "partial_current_c2h4_mean": 1.74, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 2.7, "partial_current_ch4_std": 0, "partial_current_co_mean": 148.71, "partial_current_co_std": 0, "partial_current_gas_total_mean": 267.42, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 114.27, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.58, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp7_241025_Cu-0.875-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Cu-0.875-Zn-0.125", "voltage_mean": 3.95, "voltage_std": 0, "xrf composition": "Cu-0.844-Zn-0.156"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 1, "batch date": 241025, "batch number": 7, "cost_per_gram": 3.02, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp7_241025_Zn-1.0_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Zn-1.0", "voltage_mean": 3.0300000000000002, "voltage_std": 0.14142135623730917, "xrf composition": "Zn-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 1, "batch date": 241025, "batch number": 7, "cost_per_gram": 3.02, "current density": 50, "fe_c2h4_mean": 3.33, "fe_c2h4_std": 4.68, "fe_ch4_mean": 1.1, "fe_ch4_std": 1.32, "fe_co_mean": 21.11, "fe_co_std": 7.11, "fe_gas_total_mean": 84.38, "fe_gas_total_std": 7.05, "fe_h2_mean": 58.84, "fe_h2_std": 5.91, "fe_liquid_mean": 15.62, "fe_liquid_std": 7.05, "max_partial_current_c2h4_mean": 2.94, "max_partial_current_ch4_mean": 0.97, "max_partial_current_co_mean": 25.6, "max_partial_current_gas_total_mean": 241.77, "max_partial_current_h2_mean": 232.32, "max_partial_current_liquid_mean": 58.23, "partial_current_c2h4_mean": 1.66, "partial_current_c2h4_std": 2.34, "partial_current_ch4_mean": 0.55, "partial_current_ch4_std": 0.66, "partial_current_co_mean": 10.56, "partial_current_co_std": 3.56, "partial_current_gas_total_mean": 42.19, "partial_current_gas_total_std": 3.52, "partial_current_h2_mean": 29.42, "partial_current_h2_std": 2.96, "partial_current_liquid_mean": 7.81, "partial_current_liquid_std": 3.52, "reaction": "CO2R", "sample id": "vsp7_241025_Zn-1.0_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Zn-1.0", "voltage_mean": 3.2, "voltage_std": 0.05656854249492385, "xrf composition": "Zn-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 1, "batch date": 241025, "batch number": 7, "cost_per_gram": 3.02, "current density": 100, "fe_c2h4_mean": 2.94, "fe_c2h4_std": 4.14, "fe_ch4_mean": 0.97, "fe_ch4_std": 1.21, "fe_co_mean": 17.17, "fe_co_std": 19.39, "fe_gas_total_mean": 78.18, "fe_gas_total_std": 4.07, "fe_h2_mean": 57.1, "fe_h2_std": 18.14, "fe_liquid_mean": 21.82, "fe_liquid_std": 4.07, "max_partial_current_c2h4_mean": 2.94, "max_partial_current_ch4_mean": 0.97, "max_partial_current_co_mean": 25.6, "max_partial_current_gas_total_mean": 241.77, "max_partial_current_h2_mean": 232.32, "max_partial_current_liquid_mean": 58.23, "partial_current_c2h4_mean": 2.94, "partial_current_c2h4_std": 4.14, "partial_current_ch4_mean": 0.97, "partial_current_ch4_std": 1.21, "partial_current_co_mean": 17.17, "partial_current_co_std": 19.39, "partial_current_gas_total_mean": 78.18, "partial_current_gas_total_std": 4.07, "partial_current_h2_mean": 57.1, "partial_current_h2_std": 18.14, "partial_current_liquid_mean": 21.82, "partial_current_liquid_std": 4.07, "reaction": "CO2R", "sample id": "vsp7_241025_Zn-1.0_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Zn-1.0", "voltage_mean": 3.5250000000000004, "voltage_std": 0.10606601717798222, "xrf composition": "Zn-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 1, "batch date": 241025, "batch number": 7, "cost_per_gram": 3.02, "current density": 150, "fe_c2h4_mean": 0.96, "fe_c2h4_std": 1.35, "fe_ch4_mean": 0.43, "fe_ch4_std": 0.49, "fe_co_mean": 17.07, "fe_co_std": 22.27, "fe_gas_total_mean": 76.27, "fe_gas_total_std": 11.34, "fe_h2_mean": 57.78, "fe_h2_std": 31.76, "fe_liquid_mean": 23.73, "fe_liquid_std": 11.34, "max_partial_current_c2h4_mean": 2.94, "max_partial_current_ch4_mean": 0.97, "max_partial_current_co_mean": 25.6, "max_partial_current_gas_total_mean": 241.77, "max_partial_current_h2_mean": 232.32, "max_partial_current_liquid_mean": 58.23, "partial_current_c2h4_mean": 1.45, "partial_current_c2h4_std": 2.03, "partial_current_ch4_mean": 0.64, "partial_current_ch4_std": 0.74, "partial_current_co_mean": 25.6, "partial_current_co_std": 33.41, "partial_current_gas_total_mean": 114.41, "partial_current_gas_total_std": 17.01, "partial_current_h2_mean": 86.68, "partial_current_h2_std": 47.63, "partial_current_liquid_mean": 35.6, "partial_current_liquid_std": 17.01, "reaction": "CO2R", "sample id": "vsp7_241025_Zn-1.0_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Zn-1.0", "voltage_mean": 3.69, "voltage_std": 0.09899494936611643, "xrf composition": "Zn-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 1, "batch date": 241025, "batch number": 7, "cost_per_gram": 3.02, "current density": 200, "fe_c2h4_mean": 0.43, "fe_c2h4_std": 0.61, "fe_ch4_mean": 0.22, "fe_ch4_std": 0.23, "fe_co_mean": 6.2, "fe_co_std": 7.57, "fe_gas_total_mean": 82.52, "fe_gas_total_std": 2.29, "fe_h2_mean": 75.64, "fe_h2_std": 9.02, "fe_liquid_mean": 17.48, "fe_liquid_std": 2.29, "max_partial_current_c2h4_mean": 2.94, "max_partial_current_ch4_mean": 0.97, "max_partial_current_co_mean": 25.6, "max_partial_current_gas_total_mean": 241.77, "max_partial_current_h2_mean": 232.32, "max_partial_current_liquid_mean": 58.23, "partial_current_c2h4_mean": 0.86, "partial_current_c2h4_std": 1.22, "partial_current_ch4_mean": 0.45, "partial_current_ch4_std": 0.47, "partial_current_co_mean": 12.41, "partial_current_co_std": 15.15, "partial_current_gas_total_mean": 165.04, "partial_current_gas_total_std": 4.58, "partial_current_h2_mean": 151.29, "partial_current_h2_std": 18.03, "partial_current_liquid_mean": 34.96, "partial_current_liquid_std": 4.58, "reaction": "CO2R", "sample id": "vsp7_241025_Zn-1.0_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Zn-1.0", "voltage_mean": 3.755, "voltage_std": 0.13435028842544383, "xrf composition": "Zn-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 1, "batch date": 241025, "batch number": 7, "cost_per_gram": 3.02, "current density": 300, "fe_c2h4_mean": 0.17, "fe_c2h4_std": 0.24, "fe_ch4_mean": 0.14, "fe_ch4_std": 0.13, "fe_co_mean": 2.84, "fe_co_std": 3.4, "fe_gas_total_mean": 80.59, "fe_gas_total_std": 0.42, "fe_h2_mean": 77.44, "fe_h2_std": 3.46, "fe_liquid_mean": 19.41, "fe_liquid_std": 0.42, "max_partial_current_c2h4_mean": 2.94, "max_partial_current_ch4_mean": 0.97, "max_partial_current_co_mean": 25.6, "max_partial_current_gas_total_mean": 241.77, "max_partial_current_h2_mean": 232.32, "max_partial_current_liquid_mean": 58.23, "partial_current_c2h4_mean": 0.51, "partial_current_c2h4_std": 0.72, "partial_current_ch4_mean": 0.42, "partial_current_ch4_std": 0.38, "partial_current_co_mean": 8.51, "partial_current_co_std": 10.2, "partial_current_gas_total_mean": 241.77, "partial_current_gas_total_std": 1.27, "partial_current_h2_mean": 232.32, "partial_current_h2_std": 10.39, "partial_current_liquid_mean": 58.23, "partial_current_liquid_std": 1.27, "reaction": "CO2R", "sample id": "vsp7_241025_Zn-1.0_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Zn-1.0", "voltage_mean": 3.835, "voltage_std": 0.049497474683058526, "xrf composition": "Zn-1.0"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.204, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.796, "batch date": 240802, "batch number": 8, "cost_per_gram": 13898.86, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.167-Zn-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.167-Zn-0.833", "voltage_mean": 3.06, "voltage_std": 0, "xrf composition": "Pd-0.204-Zn-0.796"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.204, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.796, "batch date": 240802, "batch number": 8, "cost_per_gram": 13898.86, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 68.28, "fe_co_std": 0, "fe_gas_total_mean": 92.27, "fe_gas_total_std": 0, "fe_h2_mean": 23.98, "fe_h2_std": 0, "fe_liquid_mean": 7.73, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 102.69, "max_partial_current_gas_total_mean": 250.26, "max_partial_current_h2_mean": 216.75, "max_partial_current_liquid_mean": 49.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 46.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 11.99, "partial_current_h2_std": 0, "partial_current_liquid_mean": 3.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.167-Zn-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.167-Zn-0.833", "voltage_mean": 3.09, "voltage_std": 0, "xrf composition": "Pd-0.204-Zn-0.796"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.204, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.796, "batch date": 240802, "batch number": 8, "cost_per_gram": 13898.86, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 71.65, "fe_co_std": 0, "fe_gas_total_mean": 91.39, "fe_gas_total_std": 0, "fe_h2_mean": 19.73, "fe_h2_std": 0, "fe_liquid_mean": 8.61, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 102.69, "max_partial_current_gas_total_mean": 250.26, "max_partial_current_h2_mean": 216.75, "max_partial_current_liquid_mean": 49.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 71.65, "partial_current_co_std": 0, "partial_current_gas_total_mean": 91.39, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 19.73, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.61, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.167-Zn-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.167-Zn-0.833", "voltage_mean": 3.38, "voltage_std": 0, "xrf composition": "Pd-0.204-Zn-0.796"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.204, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.796, "batch date": 240802, "batch number": 8, "cost_per_gram": 13898.86, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 68.46, "fe_co_std": 0, "fe_gas_total_mean": 93.87, "fe_gas_total_std": 0, "fe_h2_mean": 25.39, "fe_h2_std": 0, "fe_liquid_mean": 6.13, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 102.69, "max_partial_current_gas_total_mean": 250.26, "max_partial_current_h2_mean": 216.75, "max_partial_current_liquid_mean": 49.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 102.69, "partial_current_co_std": 0, "partial_current_gas_total_mean": 140.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 38.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.167-Zn-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.167-Zn-0.833", "voltage_mean": 3.59, "voltage_std": 0, "xrf composition": "Pd-0.204-Zn-0.796"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.204, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.796, "batch date": 240802, "batch number": 8, "cost_per_gram": 13898.86, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 38.96, "fe_co_std": 0, "fe_gas_total_mean": 88.54, "fe_gas_total_std": 0, "fe_h2_mean": 49.52, "fe_h2_std": 0, "fe_liquid_mean": 11.46, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 102.69, "max_partial_current_gas_total_mean": 250.26, "max_partial_current_h2_mean": 216.75, "max_partial_current_liquid_mean": 49.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 77.92, "partial_current_co_std": 0, "partial_current_gas_total_mean": 177.08, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 99.04, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.92, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.167-Zn-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.167-Zn-0.833", "voltage_mean": 3.78, "voltage_std": 0, "xrf composition": "Pd-0.204-Zn-0.796"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.204, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.796, "batch date": 240802, "batch number": 8, "cost_per_gram": 13898.86, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 11.07, "fe_co_std": 0, "fe_gas_total_mean": 83.42, "fe_gas_total_std": 0, "fe_h2_mean": 72.25, "fe_h2_std": 0, "fe_liquid_mean": 16.58, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 102.69, "max_partial_current_gas_total_mean": 250.26, "max_partial_current_h2_mean": 216.75, "max_partial_current_liquid_mean": 49.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.27, "partial_current_ch4_std": 0, "partial_current_co_mean": 33.21, "partial_current_co_std": 0, "partial_current_gas_total_mean": 250.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 216.75, "partial_current_h2_std": 0, "partial_current_liquid_mean": 49.74, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.167-Zn-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.167-Zn-0.833", "voltage_mean": 3.95, "voltage_std": 0, "xrf composition": "Pd-0.204-Zn-0.796"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.246, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.754, "batch date": 240802, "batch number": 8, "cost_per_gram": 16377.09, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.25-Zn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Zn-0.75", "voltage_mean": 2.89, "voltage_std": 0, "xrf composition": "Pd-0.246-Zn-0.754"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.246, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.754, "batch date": 240802, "batch number": 8, "cost_per_gram": 16377.09, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 62.36, "fe_co_std": 0, "fe_gas_total_mean": 91.21, "fe_gas_total_std": 0, "fe_h2_mean": 28.85, "fe_h2_std": 0, "fe_liquid_mean": 8.79, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 87.44, "max_partial_current_gas_total_mean": 241.29, "max_partial_current_h2_mean": 208.44, "max_partial_current_liquid_mean": 58.71, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.18, "partial_current_co_std": 0, "partial_current_gas_total_mean": 45.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 14.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 4.39, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.25-Zn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Zn-0.75", "voltage_mean": 3.1, "voltage_std": 0, "xrf composition": "Pd-0.246-Zn-0.754"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.246, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.754, "batch date": 240802, "batch number": 8, "cost_per_gram": 16377.09, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 69.92, "fe_co_std": 0, "fe_gas_total_mean": 93.19, "fe_gas_total_std": 0, "fe_h2_mean": 23.26, "fe_h2_std": 0, "fe_liquid_mean": 6.81, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 87.44, "max_partial_current_gas_total_mean": 241.29, "max_partial_current_h2_mean": 208.44, "max_partial_current_liquid_mean": 58.71, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 69.92, "partial_current_co_std": 0, "partial_current_gas_total_mean": 93.19, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 23.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.81, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.25-Zn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Zn-0.75", "voltage_mean": 3.42, "voltage_std": 0, "xrf composition": "Pd-0.246-Zn-0.754"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.246, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.754, "batch date": 240802, "batch number": 8, "cost_per_gram": 16377.09, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 58.29, "fe_co_std": 0, "fe_gas_total_mean": 91.27, "fe_gas_total_std": 0, "fe_h2_mean": 32.94, "fe_h2_std": 0, "fe_liquid_mean": 8.73, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 87.44, "max_partial_current_gas_total_mean": 241.29, "max_partial_current_h2_mean": 208.44, "max_partial_current_liquid_mean": 58.71, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 87.44, "partial_current_co_std": 0, "partial_current_gas_total_mean": 136.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 49.41, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.1, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.25-Zn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Zn-0.75", "voltage_mean": 3.67, "voltage_std": 0, "xrf composition": "Pd-0.246-Zn-0.754"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.246, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.754, "batch date": 240802, "batch number": 8, "cost_per_gram": 16377.09, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.14, "fe_ch4_std": 0, "fe_co_mean": 22.7, "fe_co_std": 0, "fe_gas_total_mean": 84.14, "fe_gas_total_std": 0, "fe_h2_mean": 61.27, "fe_h2_std": 0, "fe_liquid_mean": 15.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 87.44, "max_partial_current_gas_total_mean": 241.29, "max_partial_current_h2_mean": 208.44, "max_partial_current_liquid_mean": 58.71, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.28, "partial_current_ch4_std": 0, "partial_current_co_mean": 45.4, "partial_current_co_std": 0, "partial_current_gas_total_mean": 168.28, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 122.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.72, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.25-Zn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Zn-0.75", "voltage_mean": 3.88, "voltage_std": 0, "xrf composition": "Pd-0.246-Zn-0.754"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.246, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.754, "batch date": 240802, "batch number": 8, "cost_per_gram": 16377.09, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 10.83, "fe_co_std": 0, "fe_gas_total_mean": 80.43, "fe_gas_total_std": 0, "fe_h2_mean": 69.48, "fe_h2_std": 0, "fe_liquid_mean": 19.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 87.44, "max_partial_current_gas_total_mean": 241.29, "max_partial_current_h2_mean": 208.44, "max_partial_current_liquid_mean": 58.71, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.3, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.49, "partial_current_co_std": 0, "partial_current_gas_total_mean": 241.29, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 208.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 58.71, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.25-Zn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.25-Zn-0.75", "voltage_mean": 4.07, "voltage_std": 0, "xrf composition": "Pd-0.246-Zn-0.754"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.293, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.707, "batch date": 240802, "batch number": 8, "cost_per_gram": 19019.48, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.333-Zn-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.333-Zn-0.667", "voltage_mean": 2.87, "voltage_std": 0, "xrf composition": "Pd-0.293-Zn-0.707"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.293, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.707, "batch date": 240802, "batch number": 8, "cost_per_gram": 19019.48, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 51.07, "fe_co_std": 0, "fe_gas_total_mean": 93.03, "fe_gas_total_std": 0, "fe_h2_mean": 41.95, "fe_h2_std": 0, "fe_liquid_mean": 6.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 63.42, "max_partial_current_gas_total_mean": 252.39, "max_partial_current_h2_mean": 188.67, "max_partial_current_liquid_mean": 47.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 46.52, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 20.98, "partial_current_h2_std": 0, "partial_current_liquid_mean": 3.48, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.333-Zn-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.333-Zn-0.667", "voltage_mean": 3.19, "voltage_std": 0, "xrf composition": "Pd-0.293-Zn-0.707"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.293, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.707, "batch date": 240802, "batch number": 8, "cost_per_gram": 19019.48, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 58.58, "fe_co_std": 0, "fe_gas_total_mean": 93.69, "fe_gas_total_std": 0, "fe_h2_mean": 35.1, "fe_h2_std": 0, "fe_liquid_mean": 6.31, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 63.42, "max_partial_current_gas_total_mean": 252.39, "max_partial_current_h2_mean": 188.67, "max_partial_current_liquid_mean": 47.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 58.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 93.69, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.31, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.333-Zn-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.333-Zn-0.667", "voltage_mean": 3.59, "voltage_std": 0, "xrf composition": "Pd-0.293-Zn-0.707"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.293, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.707, "batch date": 240802, "batch number": 8, "cost_per_gram": 19019.48, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 41.42, "fe_co_std": 0, "fe_gas_total_mean": 90.78, "fe_gas_total_std": 0, "fe_h2_mean": 49.3, "fe_h2_std": 0, "fe_liquid_mean": 9.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 63.42, "max_partial_current_gas_total_mean": 252.39, "max_partial_current_h2_mean": 188.67, "max_partial_current_liquid_mean": 47.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 62.13, "partial_current_co_std": 0, "partial_current_gas_total_mean": 136.17, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 73.95, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.83, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.333-Zn-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.333-Zn-0.667", "voltage_mean": 3.82, "voltage_std": 0, "xrf composition": "Pd-0.293-Zn-0.707"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.293, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.707, "batch date": 240802, "batch number": 8, "cost_per_gram": 19019.48, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 16.17, "fe_co_std": 0, "fe_gas_total_mean": 88.14, "fe_gas_total_std": 0, "fe_h2_mean": 71.89, "fe_h2_std": 0, "fe_liquid_mean": 11.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 63.42, "max_partial_current_gas_total_mean": 252.39, "max_partial_current_h2_mean": 188.67, "max_partial_current_liquid_mean": 47.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.34, "partial_current_co_std": 0, "partial_current_gas_total_mean": 176.28, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 143.78, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.72, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.333-Zn-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.333-Zn-0.667", "voltage_mean": 3.92, "voltage_std": 0, "xrf composition": "Pd-0.293-Zn-0.707"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.293, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.707, "batch date": 240802, "batch number": 8, "cost_per_gram": 19019.48, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 21.14, "fe_co_std": 0, "fe_gas_total_mean": 84.13, "fe_gas_total_std": 0, "fe_h2_mean": 62.89, "fe_h2_std": 0, "fe_liquid_mean": 15.87, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 63.42, "max_partial_current_gas_total_mean": 252.39, "max_partial_current_h2_mean": 188.67, "max_partial_current_liquid_mean": 47.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.27, "partial_current_ch4_std": 0, "partial_current_co_mean": 63.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 252.39, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 188.67, "partial_current_h2_std": 0, "partial_current_liquid_mean": 47.61, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.333-Zn-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.333-Zn-0.667", "voltage_mean": 4.03, "voltage_std": 0, "xrf composition": "Pd-0.293-Zn-0.707"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.357, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.643, "batch date": 240802, "batch number": 8, "cost_per_gram": 22412.82, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.4-Zn-0.6_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Pd-0.4-Zn-0.6", "voltage_mean": 2.8466666666666662, "voltage_std": 0.13203534880225598, "xrf composition": "Pd-0.357-Zn-0.643"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.357, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.643, "batch date": 240802, "batch number": 8, "cost_per_gram": 22412.82, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 40.23, "fe_co_std": 3.61, "fe_gas_total_mean": 89.31, "fe_gas_total_std": 1.02, "fe_h2_mean": 49.07, "fe_h2_std": 3.57, "fe_liquid_mean": 10.69, "fe_liquid_std": 1.02, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 66.74, "max_partial_current_gas_total_mean": 253.45, "max_partial_current_h2_mean": 223.62, "max_partial_current_liquid_mean": 46.55, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.12, "partial_current_co_std": 1.8, "partial_current_gas_total_mean": 44.66, "partial_current_gas_total_std": 0.51, "partial_current_h2_mean": 24.53, "partial_current_h2_std": 1.79, "partial_current_liquid_mean": 5.34, "partial_current_liquid_std": 0.51, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.4-Zn-0.6_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Pd-0.4-Zn-0.6", "voltage_mean": 3.11, "voltage_std": 0.07211102550927975, "xrf composition": "Pd-0.357-Zn-0.643"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.357, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.643, "batch date": 240802, "batch number": 8, "cost_per_gram": 22412.82, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 48.88, "fe_co_std": 9.83, "fe_gas_total_mean": 90.9, "fe_gas_total_std": 2, "fe_h2_mean": 42.02, "fe_h2_std": 8.32, "fe_liquid_mean": 9.1, "fe_liquid_std": 2, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 66.74, "max_partial_current_gas_total_mean": 253.45, "max_partial_current_h2_mean": 223.62, "max_partial_current_liquid_mean": 46.55, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 48.88, "partial_current_co_std": 9.83, "partial_current_gas_total_mean": 90.9, "partial_current_gas_total_std": 2, "partial_current_h2_mean": 42.02, "partial_current_h2_std": 8.32, "partial_current_liquid_mean": 9.1, "partial_current_liquid_std": 2, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.4-Zn-0.6_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Pd-0.4-Zn-0.6", "voltage_mean": 3.42, "voltage_std": 0.09539392014169441, "xrf composition": "Pd-0.357-Zn-0.643"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.357, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.643, "batch date": 240802, "batch number": 8, "cost_per_gram": 22412.82, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 44.49, "fe_co_std": 9.27, "fe_gas_total_mean": 91.49, "fe_gas_total_std": 1.74, "fe_h2_mean": 46.98, "fe_h2_std": 7.99, "fe_liquid_mean": 8.51, "fe_liquid_std": 1.74, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 66.74, "max_partial_current_gas_total_mean": 253.45, "max_partial_current_h2_mean": 223.62, "max_partial_current_liquid_mean": 46.55, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 66.74, "partial_current_co_std": 13.91, "partial_current_gas_total_mean": 137.23, "partial_current_gas_total_std": 2.62, "partial_current_h2_mean": 70.46, "partial_current_h2_std": 11.98, "partial_current_liquid_mean": 12.77, "partial_current_liquid_std": 2.62, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.4-Zn-0.6_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Pd-0.4-Zn-0.6", "voltage_mean": 3.6, "voltage_std": 0.10148891565092227, "xrf composition": "Pd-0.357-Zn-0.643"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.357, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.643, "batch date": 240802, "batch number": 8, "cost_per_gram": 22412.82, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 29.13, "fe_co_std": 5.65, "fe_gas_total_mean": 91.04, "fe_gas_total_std": 1.84, "fe_h2_mean": 61.86, "fe_h2_std": 5.09, "fe_liquid_mean": 8.96, "fe_liquid_std": 1.84, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 66.74, "max_partial_current_gas_total_mean": 253.45, "max_partial_current_h2_mean": 223.62, "max_partial_current_liquid_mean": 46.55, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 58.26, "partial_current_co_std": 11.29, "partial_current_gas_total_mean": 182.09, "partial_current_gas_total_std": 3.68, "partial_current_h2_mean": 123.73, "partial_current_h2_std": 10.19, "partial_current_liquid_mean": 17.91, "partial_current_liquid_std": 3.68, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.4-Zn-0.6_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Pd-0.4-Zn-0.6", "voltage_mean": 3.763333333333333, "voltage_std": 0.08504900548115386, "xrf composition": "Pd-0.357-Zn-0.643"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.357, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.643, "batch date": 240802, "batch number": 8, "cost_per_gram": 22412.82, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 9.89, "fe_co_std": 0.96, "fe_gas_total_mean": 84.48, "fe_gas_total_std": 0.59, "fe_h2_mean": 74.54, "fe_h2_std": 0.9, "fe_liquid_mean": 15.52, "fe_liquid_std": 0.59, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.16, "max_partial_current_co_mean": 66.74, "max_partial_current_gas_total_mean": 253.45, "max_partial_current_h2_mean": 223.62, "max_partial_current_liquid_mean": 46.55, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.16, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 29.67, "partial_current_co_std": 2.88, "partial_current_gas_total_mean": 253.45, "partial_current_gas_total_std": 1.76, "partial_current_h2_mean": 223.62, "partial_current_h2_std": 2.7, "partial_current_liquid_mean": 46.55, "partial_current_liquid_std": 1.76, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.4-Zn-0.6_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Pd-0.4-Zn-0.6", "voltage_mean": 3.9599999999999995, "voltage_std": 0.05999999999999994, "xrf composition": "Pd-0.357-Zn-0.643"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.305, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.695, "batch date": 240802, "batch number": 8, "cost_per_gram": 19673.16, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.429-Zn-0.571_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.429-Zn-0.571", "voltage_mean": 2.79, "voltage_std": 0, "xrf composition": "Pd-0.305-Zn-0.695"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.305, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.695, "batch date": 240802, "batch number": 8, "cost_per_gram": 19673.16, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 51.48, "fe_co_std": 0, "fe_gas_total_mean": 93.35, "fe_gas_total_std": 0, "fe_h2_mean": 41.86, "fe_h2_std": 0, "fe_liquid_mean": 6.65, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 81.21, "max_partial_current_gas_total_mean": 258.84, "max_partial_current_h2_mean": 232.83, "max_partial_current_liquid_mean": 41.16, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 46.68, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 20.93, "partial_current_h2_std": 0, "partial_current_liquid_mean": 3.32, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.429-Zn-0.571_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.429-Zn-0.571", "voltage_mean": 3.07, "voltage_std": 0, "xrf composition": "Pd-0.305-Zn-0.695"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.305, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.695, "batch date": 240802, "batch number": 8, "cost_per_gram": 19673.16, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 60.94, "fe_co_std": 0, "fe_gas_total_mean": 95.4, "fe_gas_total_std": 0, "fe_h2_mean": 34.46, "fe_h2_std": 0, "fe_liquid_mean": 4.6, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 81.21, "max_partial_current_gas_total_mean": 258.84, "max_partial_current_h2_mean": 232.83, "max_partial_current_liquid_mean": 41.16, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 60.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 95.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 34.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 4.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.429-Zn-0.571_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.429-Zn-0.571", "voltage_mean": 3.38, "voltage_std": 0, "xrf composition": "Pd-0.305-Zn-0.695"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.305, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.695, "batch date": 240802, "batch number": 8, "cost_per_gram": 19673.16, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 54.14, "fe_co_std": 0, "fe_gas_total_mean": 95.07, "fe_gas_total_std": 0, "fe_h2_mean": 40.91, "fe_h2_std": 0, "fe_liquid_mean": 4.93, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 81.21, "max_partial_current_gas_total_mean": 258.84, "max_partial_current_h2_mean": 232.83, "max_partial_current_liquid_mean": 41.16, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 81.21, "partial_current_co_std": 0, "partial_current_gas_total_mean": 142.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 61.36, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.429-Zn-0.571_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.429-Zn-0.571", "voltage_mean": 3.58, "voltage_std": 0, "xrf composition": "Pd-0.305-Zn-0.695"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.305, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.695, "batch date": 240802, "batch number": 8, "cost_per_gram": 19673.16, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 31.88, "fe_co_std": 0, "fe_gas_total_mean": 92.86, "fe_gas_total_std": 0, "fe_h2_mean": 60.92, "fe_h2_std": 0, "fe_liquid_mean": 7.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 81.21, "max_partial_current_gas_total_mean": 258.84, "max_partial_current_h2_mean": 232.83, "max_partial_current_liquid_mean": 41.16, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0, "partial_current_co_mean": 63.76, "partial_current_co_std": 0, "partial_current_gas_total_mean": 185.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 121.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.429-Zn-0.571_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.429-Zn-0.571", "voltage_mean": 3.77, "voltage_std": 0, "xrf composition": "Pd-0.305-Zn-0.695"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.305, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.695, "batch date": 240802, "batch number": 8, "cost_per_gram": 19673.16, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 8.57, "fe_co_std": 0, "fe_gas_total_mean": 86.28, "fe_gas_total_std": 0, "fe_h2_mean": 77.61, "fe_h2_std": 0, "fe_liquid_mean": 13.72, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 81.21, "max_partial_current_gas_total_mean": 258.84, "max_partial_current_h2_mean": 232.83, "max_partial_current_liquid_mean": 41.16, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.27, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.71, "partial_current_co_std": 0, "partial_current_gas_total_mean": 258.84, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 232.83, "partial_current_h2_std": 0, "partial_current_liquid_mean": 41.16, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.429-Zn-0.571_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.429-Zn-0.571", "voltage_mean": 3.98, "voltage_std": 0, "xrf composition": "Pd-0.305-Zn-0.695"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.427, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.573, "batch date": 240802, "batch number": 8, "cost_per_gram": 25878.08, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.5-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Zn-0.5", "voltage_mean": 2.79, "voltage_std": 0, "xrf composition": "Pd-0.427-Zn-0.573"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.427, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.573, "batch date": 240802, "batch number": 8, "cost_per_gram": 25878.08, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 30.77, "fe_co_std": 0, "fe_gas_total_mean": 89.88, "fe_gas_total_std": 0, "fe_h2_mean": 59.11, "fe_h2_std": 0, "fe_liquid_mean": 10.12, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 46.2, "max_partial_current_gas_total_mean": 251.58, "max_partial_current_h2_mean": 231.81, "max_partial_current_liquid_mean": 48.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.38, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29.56, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.5-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Zn-0.5", "voltage_mean": 3.08, "voltage_std": 0, "xrf composition": "Pd-0.427-Zn-0.573"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.427, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.573, "batch date": 240802, "batch number": 8, "cost_per_gram": 25878.08, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 38.33, "fe_co_std": 0, "fe_gas_total_mean": 90.58, "fe_gas_total_std": 0, "fe_h2_mean": 52.24, "fe_h2_std": 0, "fe_liquid_mean": 9.42, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 46.2, "max_partial_current_gas_total_mean": 251.58, "max_partial_current_h2_mean": 231.81, "max_partial_current_liquid_mean": 48.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 38.33, "partial_current_co_std": 0, "partial_current_gas_total_mean": 90.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 52.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.5-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Zn-0.5", "voltage_mean": 3.42, "voltage_std": 0, "xrf composition": "Pd-0.427-Zn-0.573"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.427, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.573, "batch date": 240802, "batch number": 8, "cost_per_gram": 25878.08, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 30.8, "fe_co_std": 0, "fe_gas_total_mean": 90.03, "fe_gas_total_std": 0, "fe_h2_mean": 59.21, "fe_h2_std": 0, "fe_liquid_mean": 9.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 46.2, "max_partial_current_gas_total_mean": 251.58, "max_partial_current_h2_mean": 231.81, "max_partial_current_liquid_mean": 48.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 46.2, "partial_current_co_std": 0, "partial_current_gas_total_mean": 135.04, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 88.82, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.96, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.5-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Zn-0.5", "voltage_mean": 3.62, "voltage_std": 0, "xrf composition": "Pd-0.427-Zn-0.573"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.427, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.573, "batch date": 240802, "batch number": 8, "cost_per_gram": 25878.08, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 21.82, "fe_co_std": 0, "fe_gas_total_mean": 88.92, "fe_gas_total_std": 0, "fe_h2_mean": 67.05, "fe_h2_std": 0, "fe_liquid_mean": 11.08, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 46.2, "max_partial_current_gas_total_mean": 251.58, "max_partial_current_h2_mean": 231.81, "max_partial_current_liquid_mean": 48.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 43.64, "partial_current_co_std": 0, "partial_current_gas_total_mean": 177.84, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 134.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.16, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.5-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Zn-0.5", "voltage_mean": 3.78, "voltage_std": 0, "xrf composition": "Pd-0.427-Zn-0.573"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.427, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.573, "batch date": 240802, "batch number": 8, "cost_per_gram": 25878.08, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 6.55, "fe_co_std": 0, "fe_gas_total_mean": 83.86, "fe_gas_total_std": 0, "fe_h2_mean": 77.27, "fe_h2_std": 0, "fe_liquid_mean": 16.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 46.2, "max_partial_current_gas_total_mean": 251.58, "max_partial_current_h2_mean": 231.81, "max_partial_current_liquid_mean": 48.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.65, "partial_current_co_std": 0, "partial_current_gas_total_mean": 251.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 231.81, "partial_current_h2_std": 0, "partial_current_liquid_mean": 48.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.5-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Zn-0.5", "voltage_mean": 3.96, "voltage_std": 0, "xrf composition": "Pd-0.427-Zn-0.573"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.373, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.627, "batch date": 240802, "batch number": 8, "cost_per_gram": 23226.63, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.5-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Zn-0.5", "voltage_mean": 2.74, "voltage_std": 0, "xrf composition": "Pd-0.373-Zn-0.627"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.373, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.627, "batch date": 240802, "batch number": 8, "cost_per_gram": 23226.63, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 32.49, "fe_co_std": 0, "fe_gas_total_mean": 87.9, "fe_gas_total_std": 0, "fe_h2_mean": 55.4, "fe_h2_std": 0, "fe_liquid_mean": 12.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 64.62, "max_partial_current_gas_total_mean": 249.42, "max_partial_current_h2_mean": 225.51, "max_partial_current_liquid_mean": 50.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.24, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.95, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 27.7, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.05, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.5-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Zn-0.5", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Pd-0.373-Zn-0.627"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.373, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.627, "batch date": 240802, "batch number": 8, "cost_per_gram": 23226.63, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 46.21, "fe_co_std": 0, "fe_gas_total_mean": 89.24, "fe_gas_total_std": 0, "fe_h2_mean": 43.02, "fe_h2_std": 0, "fe_liquid_mean": 10.76, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 64.62, "max_partial_current_gas_total_mean": 249.42, "max_partial_current_h2_mean": 225.51, "max_partial_current_liquid_mean": 50.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 46.21, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.5-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Zn-0.5", "voltage_mean": 3.27, "voltage_std": 0, "xrf composition": "Pd-0.373-Zn-0.627"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.373, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.627, "batch date": 240802, "batch number": 8, "cost_per_gram": 23226.63, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 43.08, "fe_co_std": 0, "fe_gas_total_mean": 89.4, "fe_gas_total_std": 0, "fe_h2_mean": 46.3, "fe_h2_std": 0, "fe_liquid_mean": 10.6, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 64.62, "max_partial_current_gas_total_mean": 249.42, "max_partial_current_h2_mean": 225.51, "max_partial_current_liquid_mean": 50.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 64.62, "partial_current_co_std": 0, "partial_current_gas_total_mean": 134.1, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 69.45, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.9, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.5-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Zn-0.5", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Pd-0.373-Zn-0.627"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.373, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.627, "batch date": 240802, "batch number": 8, "cost_per_gram": 23226.63, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 20.44, "fe_co_std": 0, "fe_gas_total_mean": 87.86, "fe_gas_total_std": 0, "fe_h2_mean": 67.37, "fe_h2_std": 0, "fe_liquid_mean": 12.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 64.62, "max_partial_current_gas_total_mean": 249.42, "max_partial_current_h2_mean": 225.51, "max_partial_current_liquid_mean": 50.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 40.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 175.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 134.74, "partial_current_h2_std": 0, "partial_current_liquid_mean": 24.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.5-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Zn-0.5", "voltage_mean": 3.63, "voltage_std": 0, "xrf composition": "Pd-0.373-Zn-0.627"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.373, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.627, "batch date": 240802, "batch number": 8, "cost_per_gram": 23226.63, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 7.92, "fe_co_std": 0, "fe_gas_total_mean": 83.14, "fe_gas_total_std": 0, "fe_h2_mean": 75.17, "fe_h2_std": 0, "fe_liquid_mean": 16.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 64.62, "max_partial_current_gas_total_mean": 249.42, "max_partial_current_h2_mean": 225.51, "max_partial_current_liquid_mean": 50.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.76, "partial_current_co_std": 0, "partial_current_gas_total_mean": 249.42, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 225.51, "partial_current_h2_std": 0, "partial_current_liquid_mean": 50.58, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.5-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.5-Zn-0.5", "voltage_mean": 3.78, "voltage_std": 0, "xrf composition": "Pd-0.373-Zn-0.627"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.387, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.613, "batch date": 240802, "batch number": 8, "cost_per_gram": 23927.93, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.571-Zn-0.429_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.571-Zn-0.429", "voltage_mean": 2.86, "voltage_std": 0, "xrf composition": "Pd-0.387-Zn-0.613"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.387, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.613, "batch date": 240802, "batch number": 8, "cost_per_gram": 23927.93, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 55.11, "fe_co_std": 0, "fe_gas_total_mean": 88.86, "fe_gas_total_std": 0, "fe_h2_mean": 33.74, "fe_h2_std": 0, "fe_liquid_mean": 11.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 102.94, "max_partial_current_gas_total_mean": 263.76, "max_partial_current_h2_mean": 165.63, "max_partial_current_liquid_mean": 36.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.43, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 16.87, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.571-Zn-0.429_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.571-Zn-0.429", "voltage_mean": 3.03, "voltage_std": 0, "xrf composition": "Pd-0.387-Zn-0.613"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.387, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.613, "batch date": 240802, "batch number": 8, "cost_per_gram": 23927.93, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 60.54, "fe_co_std": 0, "fe_gas_total_mean": 91.32, "fe_gas_total_std": 0, "fe_h2_mean": 30.76, "fe_h2_std": 0, "fe_liquid_mean": 8.68, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 102.94, "max_partial_current_gas_total_mean": 263.76, "max_partial_current_h2_mean": 165.63, "max_partial_current_liquid_mean": 36.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 60.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 91.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 30.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.571-Zn-0.429_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.571-Zn-0.429", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Pd-0.387-Zn-0.613"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.387, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.613, "batch date": 240802, "batch number": 8, "cost_per_gram": 23927.93, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 57.12, "fe_co_std": 0, "fe_gas_total_mean": 91.4, "fe_gas_total_std": 0, "fe_h2_mean": 34.26, "fe_h2_std": 0, "fe_liquid_mean": 8.6, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 102.94, "max_partial_current_gas_total_mean": 263.76, "max_partial_current_h2_mean": 165.63, "max_partial_current_liquid_mean": 36.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 85.68, "partial_current_co_std": 0, "partial_current_gas_total_mean": 137.1, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 51.39, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.9, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.571-Zn-0.429_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.571-Zn-0.429", "voltage_mean": 3.5, "voltage_std": 0, "xrf composition": "Pd-0.387-Zn-0.613"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.387, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.613, "batch date": 240802, "batch number": 8, "cost_per_gram": 23927.93, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 51.47, "fe_co_std": 0, "fe_gas_total_mean": 90.93, "fe_gas_total_std": 0, "fe_h2_mean": 39.44, "fe_h2_std": 0, "fe_liquid_mean": 9.07, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 102.94, "max_partial_current_gas_total_mean": 263.76, "max_partial_current_h2_mean": 165.63, "max_partial_current_liquid_mean": 36.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 102.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 181.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 78.88, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.571-Zn-0.429_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.571-Zn-0.429", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Pd-0.387-Zn-0.613"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.387, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.613, "batch date": 240802, "batch number": 8, "cost_per_gram": 23927.93, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 32.64, "fe_co_std": 0, "fe_gas_total_mean": 87.92, "fe_gas_total_std": 0, "fe_h2_mean": 55.21, "fe_h2_std": 0, "fe_liquid_mean": 12.08, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 102.94, "max_partial_current_gas_total_mean": 263.76, "max_partial_current_h2_mean": 165.63, "max_partial_current_liquid_mean": 36.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.21, "partial_current_ch4_std": 0, "partial_current_co_mean": 97.92, "partial_current_co_std": 0, "partial_current_gas_total_mean": 263.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 165.63, "partial_current_h2_std": 0, "partial_current_liquid_mean": 36.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.571-Zn-0.429_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.571-Zn-0.429", "voltage_mean": 3.86, "voltage_std": 0, "xrf composition": "Pd-0.387-Zn-0.613"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.487, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.513, "batch date": 240802, "batch number": 8, "cost_per_gram": 28662.68, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.7-Zn-0.3_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.7-Zn-0.3", "voltage_mean": 2.86, "voltage_std": 0, "xrf composition": "Pd-0.487-Zn-0.513"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.487, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.513, "batch date": 240802, "batch number": 8, "cost_per_gram": 28662.68, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 41.24, "fe_co_std": 0, "fe_gas_total_mean": 90.57, "fe_gas_total_std": 0, "fe_h2_mean": 49.32, "fe_h2_std": 0, "fe_liquid_mean": 9.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 72.9, "max_partial_current_gas_total_mean": 263.4, "max_partial_current_h2_mean": 192.03, "max_partial_current_liquid_mean": 36.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.62, "partial_current_co_std": 0, "partial_current_gas_total_mean": 45.28, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 24.66, "partial_current_h2_std": 0, "partial_current_liquid_mean": 4.72, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.7-Zn-0.3_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.7-Zn-0.3", "voltage_mean": 3.08, "voltage_std": 0, "xrf composition": "Pd-0.487-Zn-0.513"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.487, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.513, "batch date": 240802, "batch number": 8, "cost_per_gram": 28662.68, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 43.15, "fe_co_std": 0, "fe_gas_total_mean": 90.76, "fe_gas_total_std": 0, "fe_h2_mean": 47.6, "fe_h2_std": 0, "fe_liquid_mean": 9.24, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 72.9, "max_partial_current_gas_total_mean": 263.4, "max_partial_current_h2_mean": 192.03, "max_partial_current_liquid_mean": 36.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 43.15, "partial_current_co_std": 0, "partial_current_gas_total_mean": 90.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 47.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.7-Zn-0.3_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.7-Zn-0.3", "voltage_mean": 3.35, "voltage_std": 0, "xrf composition": "Pd-0.487-Zn-0.513"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.487, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.513, "batch date": 240802, "batch number": 8, "cost_per_gram": 28662.68, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 40.32, "fe_co_std": 0, "fe_gas_total_mean": 90.9, "fe_gas_total_std": 0, "fe_h2_mean": 50.57, "fe_h2_std": 0, "fe_liquid_mean": 9.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 72.9, "max_partial_current_gas_total_mean": 263.4, "max_partial_current_h2_mean": 192.03, "max_partial_current_liquid_mean": 36.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 60.48, "partial_current_co_std": 0, "partial_current_gas_total_mean": 136.35, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 75.86, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.65, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.7-Zn-0.3_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.7-Zn-0.3", "voltage_mean": 3.52, "voltage_std": 0, "xrf composition": "Pd-0.487-Zn-0.513"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.487, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.513, "batch date": 240802, "batch number": 8, "cost_per_gram": 28662.68, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 36.45, "fe_co_std": 0, "fe_gas_total_mean": 90.54, "fe_gas_total_std": 0, "fe_h2_mean": 54.07, "fe_h2_std": 0, "fe_liquid_mean": 9.46, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 72.9, "max_partial_current_gas_total_mean": 263.4, "max_partial_current_h2_mean": 192.03, "max_partial_current_liquid_mean": 36.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 72.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 181.08, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 108.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.92, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.7-Zn-0.3_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.7-Zn-0.3", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Pd-0.487-Zn-0.513"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.487, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.513, "batch date": 240802, "batch number": 8, "cost_per_gram": 28662.68, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 23.74, "fe_co_std": 0, "fe_gas_total_mean": 87.8, "fe_gas_total_std": 0, "fe_h2_mean": 64.01, "fe_h2_std": 0, "fe_liquid_mean": 12.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 72.9, "max_partial_current_gas_total_mean": 263.4, "max_partial_current_h2_mean": 192.03, "max_partial_current_liquid_mean": 36.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 71.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 263.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 192.03, "partial_current_h2_std": 0, "partial_current_liquid_mean": 36.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.7-Zn-0.3_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.7-Zn-0.3", "voltage_mean": 3.85, "voltage_std": 0, "xrf composition": "Pd-0.487-Zn-0.513"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.602, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.398, "batch date": 240802, "batch number": 8, "cost_per_gram": 33574.33, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 2.63, "voltage_std": 0, "xrf composition": "Pd-0.602-Zn-0.398"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.602, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.398, "batch date": 240802, "batch number": 8, "cost_per_gram": 33574.33, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.84, "fe_co_std": 0, "fe_gas_total_mean": 86.24, "fe_gas_total_std": 0, "fe_h2_mean": 78.4, "fe_h2_std": 0, "fe_liquid_mean": 13.76, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.2, "max_partial_current_gas_total_mean": 250.95, "max_partial_current_h2_mean": 231.27, "max_partial_current_liquid_mean": 49.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 3.92, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 39.2, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.03, "voltage_std": 0, "xrf composition": "Pd-0.602-Zn-0.398"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.602, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.398, "batch date": 240802, "batch number": 8, "cost_per_gram": 33574.33, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 13.2, "fe_co_std": 0, "fe_gas_total_mean": 86.85, "fe_gas_total_std": 0, "fe_h2_mean": 73.65, "fe_h2_std": 0, "fe_liquid_mean": 13.15, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.2, "max_partial_current_gas_total_mean": 250.95, "max_partial_current_h2_mean": 231.27, "max_partial_current_liquid_mean": 49.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.2, "partial_current_co_std": 0, "partial_current_gas_total_mean": 86.85, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 73.65, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.15, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.4, "voltage_std": 0, "xrf composition": "Pd-0.602-Zn-0.398"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.602, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.398, "batch date": 240802, "batch number": 8, "cost_per_gram": 33574.33, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.61, "fe_co_std": 0, "fe_gas_total_mean": 86.18, "fe_gas_total_std": 0, "fe_h2_mean": 72.56, "fe_h2_std": 0, "fe_liquid_mean": 13.82, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.2, "max_partial_current_gas_total_mean": 250.95, "max_partial_current_h2_mean": 231.27, "max_partial_current_liquid_mean": 49.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 129.27, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 108.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.73, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Pd-0.602-Zn-0.398"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.602, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.398, "batch date": 240802, "batch number": 8, "cost_per_gram": 33574.33, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.1, "fe_co_std": 0, "fe_gas_total_mean": 86.53, "fe_gas_total_std": 0, "fe_h2_mean": 75.42, "fe_h2_std": 0, "fe_liquid_mean": 13.47, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.2, "max_partial_current_gas_total_mean": 250.95, "max_partial_current_h2_mean": 231.27, "max_partial_current_liquid_mean": 49.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.2, "partial_current_co_std": 0, "partial_current_gas_total_mean": 173.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 150.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.7, "voltage_std": 0, "xrf composition": "Pd-0.602-Zn-0.398"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.602, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.398, "batch date": 240802, "batch number": 8, "cost_per_gram": 33574.33, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 6.54, "fe_co_std": 0, "fe_gas_total_mean": 83.65, "fe_gas_total_std": 0, "fe_h2_mean": 77.09, "fe_h2_std": 0, "fe_liquid_mean": 16.35, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.2, "max_partial_current_gas_total_mean": 250.95, "max_partial_current_h2_mean": 231.27, "max_partial_current_liquid_mean": 49.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.62, "partial_current_co_std": 0, "partial_current_gas_total_mean": 250.95, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 231.27, "partial_current_h2_std": 0, "partial_current_liquid_mean": 49.05, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.84, "voltage_std": 0, "xrf composition": "Pd-0.602-Zn-0.398"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.523, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.477, "batch date": 240802, "batch number": 8, "cost_per_gram": 30257.64, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 2.89, "voltage_std": 0, "xrf composition": "Pd-0.523-Zn-0.477"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.523, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.477, "batch date": 240802, "batch number": 8, "cost_per_gram": 30257.64, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 15.24, "fe_co_std": 0, "fe_gas_total_mean": 88.88, "fe_gas_total_std": 0, "fe_h2_mean": 73.63, "fe_h2_std": 0, "fe_liquid_mean": 11.12, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 47.94, "max_partial_current_gas_total_mean": 256.62, "max_partial_current_h2_mean": 231.81, "max_partial_current_liquid_mean": 43.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.62, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 36.82, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.15, "voltage_std": 0, "xrf composition": "Pd-0.523-Zn-0.477"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.523, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.477, "batch date": 240802, "batch number": 8, "cost_per_gram": 30257.64, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 28.55, "fe_co_std": 0, "fe_gas_total_mean": 89.57, "fe_gas_total_std": 0, "fe_h2_mean": 61, "fe_h2_std": 0, "fe_liquid_mean": 10.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 47.94, "max_partial_current_gas_total_mean": 256.62, "max_partial_current_h2_mean": 231.81, "max_partial_current_liquid_mean": 43.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 28.55, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.57, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 61, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.43, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Pd-0.523-Zn-0.477"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.523, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.477, "batch date": 240802, "batch number": 8, "cost_per_gram": 30257.64, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 27.14, "fe_co_std": 0, "fe_gas_total_mean": 90.51, "fe_gas_total_std": 0, "fe_h2_mean": 63.34, "fe_h2_std": 0, "fe_liquid_mean": 9.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 47.94, "max_partial_current_gas_total_mean": 256.62, "max_partial_current_h2_mean": 231.81, "max_partial_current_liquid_mean": 43.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 40.71, "partial_current_co_std": 0, "partial_current_gas_total_mean": 135.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 95.01, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.73, "voltage_std": 0, "xrf composition": "Pd-0.523-Zn-0.477"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.523, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.477, "batch date": 240802, "batch number": 8, "cost_per_gram": 30257.64, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 23.97, "fe_co_std": 0, "fe_gas_total_mean": 88.57, "fe_gas_total_std": 0, "fe_h2_mean": 64.54, "fe_h2_std": 0, "fe_liquid_mean": 11.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 47.94, "max_partial_current_gas_total_mean": 256.62, "max_partial_current_h2_mean": 231.81, "max_partial_current_liquid_mean": 43.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 47.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 177.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 129.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.88, "voltage_std": 0, "xrf composition": "Pd-0.523-Zn-0.477"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.523, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.477, "batch date": 240802, "batch number": 8, "cost_per_gram": 30257.64, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 8.23, "fe_co_std": 0, "fe_gas_total_mean": 85.54, "fe_gas_total_std": 0, "fe_h2_mean": 77.27, "fe_h2_std": 0, "fe_liquid_mean": 14.46, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 47.94, "max_partial_current_gas_total_mean": 256.62, "max_partial_current_h2_mean": 231.81, "max_partial_current_liquid_mean": 43.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.69, "partial_current_co_std": 0, "partial_current_gas_total_mean": 256.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 231.81, "partial_current_h2_std": 0, "partial_current_liquid_mean": 43.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 4.09, "voltage_std": 0, "xrf composition": "Pd-0.523-Zn-0.477"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.459, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.541, "batch date": 240802, "batch number": 8, "cost_per_gram": 27383.47, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 2.87, "voltage_std": 0, "xrf composition": "Pd-0.459-Zn-0.541"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.459, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.541, "batch date": 240802, "batch number": 8, "cost_per_gram": 27383.47, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 45.87, "fe_co_std": 0, "fe_gas_total_mean": 87.43, "fe_gas_total_std": 0, "fe_h2_mean": 41.55, "fe_h2_std": 0, "fe_liquid_mean": 12.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 65.8, "max_partial_current_gas_total_mean": 252.27, "max_partial_current_h2_mean": 218.79, "max_partial_current_liquid_mean": 47.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 20.78, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.11, "voltage_std": 0, "xrf composition": "Pd-0.459-Zn-0.541"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.459, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.541, "batch date": 240802, "batch number": 8, "cost_per_gram": 27383.47, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 46.7, "fe_co_std": 0, "fe_gas_total_mean": 89.48, "fe_gas_total_std": 0, "fe_h2_mean": 42.75, "fe_h2_std": 0, "fe_liquid_mean": 10.52, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 65.8, "max_partial_current_gas_total_mean": 252.27, "max_partial_current_h2_mean": 218.79, "max_partial_current_liquid_mean": 47.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 46.7, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.48, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 42.75, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.52, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Pd-0.459-Zn-0.541"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.459, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.541, "batch date": 240802, "batch number": 8, "cost_per_gram": 27383.47, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 40.79, "fe_co_std": 0, "fe_gas_total_mean": 90.16, "fe_gas_total_std": 0, "fe_h2_mean": 49.33, "fe_h2_std": 0, "fe_liquid_mean": 9.84, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 65.8, "max_partial_current_gas_total_mean": 252.27, "max_partial_current_h2_mean": 218.79, "max_partial_current_liquid_mean": 47.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 61.18, "partial_current_co_std": 0, "partial_current_gas_total_mean": 135.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 74, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.57, "voltage_std": 0, "xrf composition": "Pd-0.459-Zn-0.541"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.459, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.541, "batch date": 240802, "batch number": 8, "cost_per_gram": 27383.47, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 32.9, "fe_co_std": 0, "fe_gas_total_mean": 88.96, "fe_gas_total_std": 0, "fe_h2_mean": 56.01, "fe_h2_std": 0, "fe_liquid_mean": 11.04, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 65.8, "max_partial_current_gas_total_mean": 252.27, "max_partial_current_h2_mean": 218.79, "max_partial_current_liquid_mean": 47.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 65.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 177.92, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 112.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.08, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.73, "voltage_std": 0, "xrf composition": "Pd-0.459-Zn-0.541"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.459, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.541, "batch date": 240802, "batch number": 8, "cost_per_gram": 27383.47, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 11.07, "fe_co_std": 0, "fe_gas_total_mean": 84.09, "fe_gas_total_std": 0, "fe_h2_mean": 72.93, "fe_h2_std": 0, "fe_liquid_mean": 15.91, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 65.8, "max_partial_current_gas_total_mean": 252.27, "max_partial_current_h2_mean": 218.79, "max_partial_current_liquid_mean": 47.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0, "partial_current_co_mean": 33.21, "partial_current_co_std": 0, "partial_current_gas_total_mean": 252.27, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 218.79, "partial_current_h2_std": 0, "partial_current_liquid_mean": 47.73, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.75-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.75-Zn-0.25", "voltage_mean": 3.98, "voltage_std": 0, "xrf composition": "Pd-0.459-Zn-0.541"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.722, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.278, "batch date": 240802, "batch number": 8, "cost_per_gram": 38179.28, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.8-Zn-0.2", "voltage_mean": 2.51, "voltage_std": 0, "xrf composition": "Pd-0.722-Zn-0.278"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.722, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.278, "batch date": 240802, "batch number": 8, "cost_per_gram": 38179.28, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 20.01, "fe_co_std": 0, "fe_gas_total_mean": 90.3, "fe_gas_total_std": 0, "fe_h2_mean": 70.27, "fe_h2_std": 0, "fe_liquid_mean": 9.7, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 24.06, "max_partial_current_gas_total_mean": 264.99, "max_partial_current_h2_mean": 240.75, "max_partial_current_liquid_mean": 35.01, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.01, "partial_current_co_std": 0, "partial_current_gas_total_mean": 45.15, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 4.85, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.8-Zn-0.2", "voltage_mean": 3.18, "voltage_std": 0, "xrf composition": "Pd-0.722-Zn-0.278"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.722, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.278, "batch date": 240802, "batch number": 8, "cost_per_gram": 38179.28, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 16, "fe_co_std": 0, "fe_gas_total_mean": 90.93, "fe_gas_total_std": 0, "fe_h2_mean": 74.89, "fe_h2_std": 0, "fe_liquid_mean": 9.07, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 24.06, "max_partial_current_gas_total_mean": 264.99, "max_partial_current_h2_mean": 240.75, "max_partial_current_liquid_mean": 35.01, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 16, "partial_current_co_std": 0, "partial_current_gas_total_mean": 90.93, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 74.89, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.07, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.8-Zn-0.2", "voltage_mean": 3.51, "voltage_std": 0, "xrf composition": "Pd-0.722-Zn-0.278"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.722, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.278, "batch date": 240802, "batch number": 8, "cost_per_gram": 38179.28, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 13.05, "fe_co_std": 0, "fe_gas_total_mean": 90.93, "fe_gas_total_std": 0, "fe_h2_mean": 77.84, "fe_h2_std": 0, "fe_liquid_mean": 9.07, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 24.06, "max_partial_current_gas_total_mean": 264.99, "max_partial_current_h2_mean": 240.75, "max_partial_current_liquid_mean": 35.01, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 136.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 116.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.8-Zn-0.2", "voltage_mean": 3.63, "voltage_std": 0, "xrf composition": "Pd-0.722-Zn-0.278"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.722, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.278, "batch date": 240802, "batch number": 8, "cost_per_gram": 38179.28, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 11.39, "fe_co_std": 0, "fe_gas_total_mean": 90.51, "fe_gas_total_std": 0, "fe_h2_mean": 79.07, "fe_h2_std": 0, "fe_liquid_mean": 9.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 24.06, "max_partial_current_gas_total_mean": 264.99, "max_partial_current_h2_mean": 240.75, "max_partial_current_liquid_mean": 35.01, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.78, "partial_current_co_std": 0, "partial_current_gas_total_mean": 181.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 158.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.8-Zn-0.2", "voltage_mean": 3.75, "voltage_std": 0, "xrf composition": "Pd-0.722-Zn-0.278"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.722, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.278, "batch date": 240802, "batch number": 8, "cost_per_gram": 38179.28, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 8.02, "fe_co_std": 0, "fe_gas_total_mean": 88.33, "fe_gas_total_std": 0, "fe_h2_mean": 80.25, "fe_h2_std": 0, "fe_liquid_mean": 11.67, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 24.06, "max_partial_current_gas_total_mean": 264.99, "max_partial_current_h2_mean": 240.75, "max_partial_current_liquid_mean": 35.01, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.06, "partial_current_co_std": 0, "partial_current_gas_total_mean": 264.99, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 240.75, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.01, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.8-Zn-0.2", "voltage_mean": 3.93, "voltage_std": 0, "xrf composition": "Pd-0.722-Zn-0.278"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.761, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.239, "batch date": 240802, "batch number": 8, "cost_per_gram": 39574.8, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.833-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.833-Zn-0.167", "voltage_mean": 2.5, "voltage_std": 0, "xrf composition": "Pd-0.761-Zn-0.239"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.761, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.239, "batch date": 240802, "batch number": 8, "cost_per_gram": 39574.8, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 14.07, "fe_co_std": 0, "fe_gas_total_mean": 85.87, "fe_gas_total_std": 0, "fe_h2_mean": 71.79, "fe_h2_std": 0, "fe_liquid_mean": 14.13, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 18.88, "max_partial_current_gas_total_mean": 251.67, "max_partial_current_h2_mean": 232.77, "max_partial_current_liquid_mean": 48.33, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.9, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.833-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.833-Zn-0.167", "voltage_mean": 2.96, "voltage_std": 0, "xrf composition": "Pd-0.761-Zn-0.239"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.761, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.239, "batch date": 240802, "batch number": 8, "cost_per_gram": 39574.8, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.03, "fe_co_std": 0, "fe_gas_total_mean": 86.56, "fe_gas_total_std": 0, "fe_h2_mean": 73.52, "fe_h2_std": 0, "fe_liquid_mean": 13.44, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 18.88, "max_partial_current_gas_total_mean": 251.67, "max_partial_current_h2_mean": 232.77, "max_partial_current_liquid_mean": 48.33, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.03, "partial_current_co_std": 0, "partial_current_gas_total_mean": 86.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 73.52, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.833-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.833-Zn-0.167", "voltage_mean": 3.26, "voltage_std": 0, "xrf composition": "Pd-0.761-Zn-0.239"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.761, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.239, "batch date": 240802, "batch number": 8, "cost_per_gram": 39574.8, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 10.81, "fe_co_std": 0, "fe_gas_total_mean": 86.17, "fe_gas_total_std": 0, "fe_h2_mean": 75.34, "fe_h2_std": 0, "fe_liquid_mean": 13.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 18.88, "max_partial_current_gas_total_mean": 251.67, "max_partial_current_h2_mean": 232.77, "max_partial_current_liquid_mean": 48.33, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 129.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 113.01, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.74, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.833-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.833-Zn-0.167", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Pd-0.761-Zn-0.239"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.761, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.239, "batch date": 240802, "batch number": 8, "cost_per_gram": 39574.8, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 9.44, "fe_co_std": 0, "fe_gas_total_mean": 85.77, "fe_gas_total_std": 0, "fe_h2_mean": 76.3, "fe_h2_std": 0, "fe_liquid_mean": 14.23, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 18.88, "max_partial_current_gas_total_mean": 251.67, "max_partial_current_h2_mean": 232.77, "max_partial_current_liquid_mean": 48.33, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 171.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 152.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.833-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.833-Zn-0.167", "voltage_mean": 3.55, "voltage_std": 0, "xrf composition": "Pd-0.761-Zn-0.239"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.761, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.239, "batch date": 240802, "batch number": 8, "cost_per_gram": 39574.8, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 6.25, "fe_co_std": 0, "fe_gas_total_mean": 83.89, "fe_gas_total_std": 0, "fe_h2_mean": 77.59, "fe_h2_std": 0, "fe_liquid_mean": 16.11, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 18.88, "max_partial_current_gas_total_mean": 251.67, "max_partial_current_h2_mean": 232.77, "max_partial_current_liquid_mean": 48.33, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.75, "partial_current_co_std": 0, "partial_current_gas_total_mean": 251.67, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 232.77, "partial_current_h2_std": 0, "partial_current_liquid_mean": 48.33, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.833-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.833-Zn-0.167", "voltage_mean": 3.73, "voltage_std": 0, "xrf composition": "Pd-0.761-Zn-0.239"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.884, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.116, "batch date": 240802, "batch number": 8, "cost_per_gram": 43688.22, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.867-Zn-0.133_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.867-Zn-0.133", "voltage_mean": 2.41, "voltage_std": 0, "xrf composition": "Pd-0.884-Zn-0.116"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.884, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.116, "batch date": 240802, "batch number": 8, "cost_per_gram": 43688.22, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 14.22, "fe_co_std": 0, "fe_gas_total_mean": 85.37, "fe_gas_total_std": 0, "fe_h2_mean": 71.14, "fe_h2_std": 0, "fe_liquid_mean": 14.63, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 22.58, "max_partial_current_gas_total_mean": 250.77, "max_partial_current_h2_mean": 234.63, "max_partial_current_liquid_mean": 49.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.11, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.68, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.57, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.32, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.867-Zn-0.133_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.867-Zn-0.133", "voltage_mean": 3.06, "voltage_std": 0, "xrf composition": "Pd-0.884-Zn-0.116"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.884, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.116, "batch date": 240802, "batch number": 8, "cost_per_gram": 43688.22, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 14.37, "fe_co_std": 0, "fe_gas_total_mean": 87.5, "fe_gas_total_std": 0, "fe_h2_mean": 73.1, "fe_h2_std": 0, "fe_liquid_mean": 12.5, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 22.58, "max_partial_current_gas_total_mean": 250.77, "max_partial_current_h2_mean": 234.63, "max_partial_current_liquid_mean": 49.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.37, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.5, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 73.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.867-Zn-0.133_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.867-Zn-0.133", "voltage_mean": 3.5, "voltage_std": 0, "xrf composition": "Pd-0.884-Zn-0.116"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.884, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.116, "batch date": 240802, "batch number": 8, "cost_per_gram": 43688.22, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 12.57, "fe_co_std": 0, "fe_gas_total_mean": 87.1, "fe_gas_total_std": 0, "fe_h2_mean": 74.48, "fe_h2_std": 0, "fe_liquid_mean": 12.9, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 22.58, "max_partial_current_gas_total_mean": 250.77, "max_partial_current_h2_mean": 234.63, "max_partial_current_liquid_mean": 49.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.86, "partial_current_co_std": 0, "partial_current_gas_total_mean": 130.65, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 111.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.35, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.867-Zn-0.133_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.867-Zn-0.133", "voltage_mean": 3.63, "voltage_std": 0, "xrf composition": "Pd-0.884-Zn-0.116"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.884, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.116, "batch date": 240802, "batch number": 8, "cost_per_gram": 43688.22, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 11.29, "fe_co_std": 0, "fe_gas_total_mean": 86.18, "fe_gas_total_std": 0, "fe_h2_mean": 74.81, "fe_h2_std": 0, "fe_liquid_mean": 13.82, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 22.58, "max_partial_current_gas_total_mean": 250.77, "max_partial_current_h2_mean": 234.63, "max_partial_current_liquid_mean": 49.23, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 172.36, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 149.62, "partial_current_h2_std": 0, "partial_current_liquid_mean": 27.64, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.867-Zn-0.133_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.867-Zn-0.133", "voltage_mean": 3.77, "voltage_std": 0, "xrf composition": "Pd-0.884-Zn-0.116"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.884, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.116, "batch date": 240802, "batch number": 8, "cost_per_gram": 43688.22, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 5.31, "fe_co_std": 0, "fe_gas_total_mean": 83.59, "fe_gas_total_std": 0, "fe_h2_mean": 78.21, "fe_h2_std": 0, "fe_liquid_mean": 16.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 22.58, "max_partial_current_gas_total_mean": 250.77, "max_partial_current_h2_mean": 234.63, "max_partial_current_liquid_mean": 49.23, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.93, "partial_current_co_std": 0, "partial_current_gas_total_mean": 250.77, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 234.63, "partial_current_h2_std": 0, "partial_current_liquid_mean": 49.23, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.867-Zn-0.133_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.867-Zn-0.133", "voltage_mean": 3.95, "voltage_std": 0, "xrf composition": "Pd-0.884-Zn-0.116"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.917, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.083, "batch date": 240802, "batch number": 8, "cost_per_gram": 44723.24, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp8_240802_Pd-0.889-Zn-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Zn-0.111", "voltage_mean": 2.39, "voltage_std": 0, "xrf composition": "Pd-0.917-Zn-0.083"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.917, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.083, "batch date": 240802, "batch number": 8, "cost_per_gram": 44723.24, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 30.88, "fe_co_std": 0, "fe_gas_total_mean": 88.94, "fe_gas_total_std": 0, "fe_h2_mean": 58, "fe_h2_std": 0, "fe_liquid_mean": 11.06, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 26.06, "max_partial_current_gas_total_mean": 255.27, "max_partial_current_h2_mean": 240.75, "max_partial_current_liquid_mean": 44.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.44, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.47, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.53, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.889-Zn-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Zn-0.111", "voltage_mean": 3.15, "voltage_std": 0, "xrf composition": "Pd-0.917-Zn-0.083"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.917, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.083, "batch date": 240802, "batch number": 8, "cost_per_gram": 44723.24, "current density": 100, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.24, "fe_ch4_std": 0, "fe_co_mean": 24.43, "fe_co_std": 0, "fe_gas_total_mean": 87.85, "fe_gas_total_std": 0, "fe_h2_mean": 63.14, "fe_h2_std": 0, "fe_liquid_mean": 12.15, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 26.06, "max_partial_current_gas_total_mean": 255.27, "max_partial_current_h2_mean": 240.75, "max_partial_current_liquid_mean": 44.73, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.43, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.85, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 63.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.15, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.889-Zn-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Zn-0.111", "voltage_mean": 3.49, "voltage_std": 0, "xrf composition": "Pd-0.917-Zn-0.083"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.917, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.083, "batch date": 240802, "batch number": 8, "cost_per_gram": 44723.24, "current density": 150, "fe_c2h4_mean": 0.05, "fe_c2h4_std": 0, "fe_ch4_mean": 0.3, "fe_ch4_std": 0, "fe_co_mean": 17.37, "fe_co_std": 0, "fe_gas_total_mean": 87.37, "fe_gas_total_std": 0, "fe_h2_mean": 69.64, "fe_h2_std": 0, "fe_liquid_mean": 12.63, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 26.06, "max_partial_current_gas_total_mean": 255.27, "max_partial_current_h2_mean": 240.75, "max_partial_current_liquid_mean": 44.73, "partial_current_c2h4_mean": 0.08, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.45, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.06, "partial_current_co_std": 0, "partial_current_gas_total_mean": 131.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 104.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.95, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.889-Zn-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Zn-0.111", "voltage_mean": 3.67, "voltage_std": 0, "xrf composition": "Pd-0.917-Zn-0.083"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.917, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.083, "batch date": 240802, "batch number": 8, "cost_per_gram": 44723.24, "current density": 200, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.24, "fe_ch4_std": 0, "fe_co_mean": 11.88, "fe_co_std": 0, "fe_gas_total_mean": 87.36, "fe_gas_total_std": 0, "fe_h2_mean": 75.19, "fe_h2_std": 0, "fe_liquid_mean": 12.64, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 26.06, "max_partial_current_gas_total_mean": 255.27, "max_partial_current_h2_mean": 240.75, "max_partial_current_liquid_mean": 44.73, "partial_current_c2h4_mean": 0.08, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.48, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.76, "partial_current_co_std": 0, "partial_current_gas_total_mean": 174.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 150.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.889-Zn-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Zn-0.111", "voltage_mean": 3.79, "voltage_std": 0, "xrf composition": "Pd-0.917-Zn-0.083"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.917, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.083, "batch date": 240802, "batch number": 8, "cost_per_gram": 44723.24, "current density": 300, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.11, "fe_ch4_std": 0, "fe_co_mean": 4.71, "fe_co_std": 0, "fe_gas_total_mean": 85.09, "fe_gas_total_std": 0, "fe_h2_mean": 80.25, "fe_h2_std": 0, "fe_liquid_mean": 14.91, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.08, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 26.06, "max_partial_current_gas_total_mean": 255.27, "max_partial_current_h2_mean": 240.75, "max_partial_current_liquid_mean": 44.73, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.33, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.13, "partial_current_co_std": 0, "partial_current_gas_total_mean": 255.27, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 240.75, "partial_current_h2_std": 0, "partial_current_liquid_mean": 44.73, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp8_240802_Pd-0.889-Zn-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Pd-0.889-Zn-0.111", "voltage_mean": 3.92, "voltage_std": 0, "xrf composition": "Pd-0.917-Zn-0.083"}, {"Ag": 0, "Au": 0.17, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.83, "batch date": 240726, "batch number": 10, "cost_per_gram": 49299.34, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp10_240726_Au-0.2-Zn-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Zn-0.8", "voltage_mean": 3.16, "voltage_std": 0, "xrf composition": "Au-0.17-Zn-0.83"}, {"Ag": 0, "Au": 0.17, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.83, "batch date": 240726, "batch number": 10, "cost_per_gram": 49299.34, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 21.37, "fe_co_std": 0, "fe_gas_total_mean": 86.73, "fe_gas_total_std": 0, "fe_h2_mean": 65.35, "fe_h2_std": 0, "fe_liquid_mean": 13.27, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 54.74, "max_partial_current_gas_total_mean": 249.3, "max_partial_current_h2_mean": 230.13, "max_partial_current_liquid_mean": 50.7, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.68, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.36, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 32.67, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.64, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.2-Zn-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Zn-0.8", "voltage_mean": 2.98, "voltage_std": 0, "xrf composition": "Au-0.17-Zn-0.83"}, {"Ag": 0, "Au": 0.17, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.83, "batch date": 240726, "batch number": 10, "cost_per_gram": 49299.34, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 39.53, "fe_co_std": 0, "fe_gas_total_mean": 89.45, "fe_gas_total_std": 0, "fe_h2_mean": 49.92, "fe_h2_std": 0, "fe_liquid_mean": 10.55, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 54.74, "max_partial_current_gas_total_mean": 249.3, "max_partial_current_h2_mean": 230.13, "max_partial_current_liquid_mean": 50.7, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 39.53, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.45, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 49.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.55, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.2-Zn-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Zn-0.8", "voltage_mean": 3.38, "voltage_std": 0, "xrf composition": "Au-0.17-Zn-0.83"}, {"Ag": 0, "Au": 0.17, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.83, "batch date": 240726, "batch number": 10, "cost_per_gram": 49299.34, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 36.49, "fe_co_std": 0, "fe_gas_total_mean": 89.18, "fe_gas_total_std": 0, "fe_h2_mean": 52.68, "fe_h2_std": 0, "fe_liquid_mean": 10.82, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 54.74, "max_partial_current_gas_total_mean": 249.3, "max_partial_current_h2_mean": 230.13, "max_partial_current_liquid_mean": 50.7, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 54.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 133.77, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 79.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.23, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.2-Zn-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Zn-0.8", "voltage_mean": 3.52, "voltage_std": 0, "xrf composition": "Au-0.17-Zn-0.83"}, {"Ag": 0, "Au": 0.17, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.83, "batch date": 240726, "batch number": 10, "cost_per_gram": 49299.34, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 20.22, "fe_co_std": 0, "fe_gas_total_mean": 87.01, "fe_gas_total_std": 0, "fe_h2_mean": 66.77, "fe_h2_std": 0, "fe_liquid_mean": 12.99, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 54.74, "max_partial_current_gas_total_mean": 249.3, "max_partial_current_h2_mean": 230.13, "max_partial_current_liquid_mean": 50.7, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 40.44, "partial_current_co_std": 0, "partial_current_gas_total_mean": 174.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 133.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.2-Zn-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Zn-0.8", "voltage_mean": 3.7, "voltage_std": 0, "xrf composition": "Au-0.17-Zn-0.83"}, {"Ag": 0, "Au": 0.17, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.83, "batch date": 240726, "batch number": 10, "cost_per_gram": 49299.34, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 6.36, "fe_co_std": 0, "fe_gas_total_mean": 83.1, "fe_gas_total_std": 0, "fe_h2_mean": 76.71, "fe_h2_std": 0, "fe_liquid_mean": 16.9, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 54.74, "max_partial_current_gas_total_mean": 249.3, "max_partial_current_h2_mean": 230.13, "max_partial_current_liquid_mean": 50.7, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 249.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 230.13, "partial_current_h2_std": 0, "partial_current_liquid_mean": 50.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.2-Zn-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Zn-0.8", "voltage_mean": 3.89, "voltage_std": 0, "xrf composition": "Au-0.17-Zn-0.83"}, {"Ag": 0, "Au": 0.221, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.779, "batch date": 240726, "batch number": 10, "cost_per_gram": 59535.32, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp10_240726_Au-0.25-Zn-0.75_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.25-Zn-0.75", "voltage_mean": 3.015, "voltage_std": 0.12020815280171303, "xrf composition": "Au-0.221-Zn-0.779"}, {"Ag": 0, "Au": 0.221, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.779, "batch date": 240726, "batch number": 10, "cost_per_gram": 59535.32, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.1, "fe_co_std": 0.18, "fe_gas_total_mean": 85.98, "fe_gas_total_std": 2.74, "fe_h2_mean": 75.87, "fe_h2_std": 2.57, "fe_liquid_mean": 14.02, "fe_liquid_std": 2.74, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 42.43, "max_partial_current_gas_total_mean": 251.9, "max_partial_current_h2_mean": 216.63, "max_partial_current_liquid_mean": 48.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 5.05, "partial_current_co_std": 0.09, "partial_current_gas_total_mean": 42.99, "partial_current_gas_total_std": 1.37, "partial_current_h2_mean": 37.94, "partial_current_h2_std": 1.29, "partial_current_liquid_mean": 7.01, "partial_current_liquid_std": 1.37, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.25-Zn-0.75_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.25-Zn-0.75", "voltage_mean": 2.79, "voltage_std": 0.09899494936611643, "xrf composition": "Au-0.221-Zn-0.779"}, {"Ag": 0, "Au": 0.221, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.779, "batch date": 240726, "batch number": 10, "cost_per_gram": 59535.32, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 25.72, "fe_co_std": 5.28, "fe_gas_total_mean": 84.46, "fe_gas_total_std": 0.02, "fe_h2_mean": 58.74, "fe_h2_std": 5.25, "fe_liquid_mean": 15.54, "fe_liquid_std": 0.02, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 42.43, "max_partial_current_gas_total_mean": 251.9, "max_partial_current_h2_mean": 216.63, "max_partial_current_liquid_mean": 48.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.72, "partial_current_co_std": 5.28, "partial_current_gas_total_mean": 84.46, "partial_current_gas_total_std": 0.02, "partial_current_h2_mean": 58.74, "partial_current_h2_std": 5.25, "partial_current_liquid_mean": 15.54, "partial_current_liquid_std": 0.02, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.25-Zn-0.75_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.25-Zn-0.75", "voltage_mean": 3.1399999999999997, "voltage_std": 0.09899494936611658, "xrf composition": "Au-0.221-Zn-0.779"}, {"Ag": 0, "Au": 0.221, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.779, "batch date": 240726, "batch number": 10, "cost_per_gram": 59535.32, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0.01, "fe_co_mean": 28.28, "fe_co_std": 6.61, "fe_gas_total_mean": 86.18, "fe_gas_total_std": 1.25, "fe_h2_mean": 57.89, "fe_h2_std": 5.35, "fe_liquid_mean": 13.82, "fe_liquid_std": 1.25, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 42.43, "max_partial_current_gas_total_mean": 251.9, "max_partial_current_h2_mean": 216.63, "max_partial_current_liquid_mean": 48.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 42.43, "partial_current_co_std": 9.92, "partial_current_gas_total_mean": 129.28, "partial_current_gas_total_std": 1.88, "partial_current_h2_mean": 86.83, "partial_current_h2_std": 8.03, "partial_current_liquid_mean": 20.72, "partial_current_liquid_std": 1.88, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.25-Zn-0.75_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.25-Zn-0.75", "voltage_mean": 3.295, "voltage_std": 0.13435028842544383, "xrf composition": "Au-0.221-Zn-0.779"}, {"Ag": 0, "Au": 0.221, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.779, "batch date": 240726, "batch number": 10, "cost_per_gram": 59535.32, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0.01, "fe_co_mean": 20.42, "fe_co_std": 13.19, "fe_gas_total_mean": 86.26, "fe_gas_total_std": 1.49, "fe_h2_mean": 65.83, "fe_h2_std": 11.7, "fe_liquid_mean": 13.74, "fe_liquid_std": 1.49, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 42.43, "max_partial_current_gas_total_mean": 251.9, "max_partial_current_h2_mean": 216.63, "max_partial_current_liquid_mean": 48.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 40.84, "partial_current_co_std": 26.39, "partial_current_gas_total_mean": 172.53, "partial_current_gas_total_std": 2.98, "partial_current_h2_mean": 131.66, "partial_current_h2_std": 23.39, "partial_current_liquid_mean": 27.47, "partial_current_liquid_std": 2.98, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.25-Zn-0.75_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.25-Zn-0.75", "voltage_mean": 3.46, "voltage_std": 0.16970562748477155, "xrf composition": "Au-0.221-Zn-0.779"}, {"Ag": 0, "Au": 0.221, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.779, "batch date": 240726, "batch number": 10, "cost_per_gram": 59535.32, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 11.74, "fe_co_std": 12.27, "fe_gas_total_mean": 83.96, "fe_gas_total_std": 3.56, "fe_h2_mean": 72.21, "fe_h2_std": 8.71, "fe_liquid_mean": 16.04, "fe_liquid_std": 3.56, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 42.43, "max_partial_current_gas_total_mean": 251.9, "max_partial_current_h2_mean": 216.63, "max_partial_current_liquid_mean": 48.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 35.24, "partial_current_co_std": 36.8, "partial_current_gas_total_mean": 251.9, "partial_current_gas_total_std": 10.67, "partial_current_h2_mean": 216.63, "partial_current_h2_std": 26.13, "partial_current_liquid_mean": 48.1, "partial_current_liquid_std": 10.67, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.25-Zn-0.75_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.25-Zn-0.75", "voltage_mean": 3.65, "voltage_std": 0.15556349186104027, "xrf composition": "Au-0.221-Zn-0.779"}, {"Ag": 0, "Au": 0.243, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.757, "batch date": 240726, "batch number": 10, "cost_per_gram": 63515.18, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp10_240726_Au-0.333-Zn-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.333-Zn-0.667", "voltage_mean": 3.02, "voltage_std": 0, "xrf composition": "Au-0.243-Zn-0.757"}, {"Ag": 0, "Au": 0.243, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.757, "batch date": 240726, "batch number": 10, "cost_per_gram": 63515.18, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 5.6, "fe_co_std": 0, "fe_gas_total_mean": 105.59, "fe_gas_total_std": 0, "fe_h2_mean": 99.99, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 38.02, "max_partial_current_gas_total_mean": 269.04, "max_partial_current_h2_mean": 258.15, "max_partial_current_liquid_mean": 30.96, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 2.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 52.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 50, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.333-Zn-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.333-Zn-0.667", "voltage_mean": 2.81, "voltage_std": 0, "xrf composition": "Au-0.243-Zn-0.757"}, {"Ag": 0, "Au": 0.243, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.757, "batch date": 240726, "batch number": 10, "cost_per_gram": 63515.18, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 23.39, "fe_co_std": 0, "fe_gas_total_mean": 100.71, "fe_gas_total_std": 0, "fe_h2_mean": 77.32, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 38.02, "max_partial_current_gas_total_mean": 269.04, "max_partial_current_h2_mean": 258.15, "max_partial_current_liquid_mean": 30.96, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.39, "partial_current_co_std": 0, "partial_current_gas_total_mean": 100.71, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 77.32, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.333-Zn-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.333-Zn-0.667", "voltage_mean": 3.21, "voltage_std": 0, "xrf composition": "Au-0.243-Zn-0.757"}, {"Ag": 0, "Au": 0.243, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.757, "batch date": 240726, "batch number": 10, "cost_per_gram": 63515.18, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 25.35, "fe_co_std": 0, "fe_gas_total_mean": 101.76, "fe_gas_total_std": 0, "fe_h2_mean": 76.4, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 38.02, "max_partial_current_gas_total_mean": 269.04, "max_partial_current_h2_mean": 258.15, "max_partial_current_liquid_mean": 30.96, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 38.02, "partial_current_co_std": 0, "partial_current_gas_total_mean": 152.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 114.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.333-Zn-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.333-Zn-0.667", "voltage_mean": 3.36, "voltage_std": 0, "xrf composition": "Au-0.243-Zn-0.757"}, {"Ag": 0, "Au": 0.243, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.757, "batch date": 240726, "batch number": 10, "cost_per_gram": 63515.18, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 18.47, "fe_co_std": 0, "fe_gas_total_mean": 98.09, "fe_gas_total_std": 0, "fe_h2_mean": 79.61, "fe_h2_std": 0, "fe_liquid_mean": 1.91, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 38.02, "max_partial_current_gas_total_mean": 269.04, "max_partial_current_h2_mean": 258.15, "max_partial_current_liquid_mean": 30.96, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 36.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 196.18, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 159.22, "partial_current_h2_std": 0, "partial_current_liquid_mean": 3.82, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.333-Zn-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.333-Zn-0.667", "voltage_mean": 3.55, "voltage_std": 0, "xrf composition": "Au-0.243-Zn-0.757"}, {"Ag": 0, "Au": 0.243, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.757, "batch date": 240726, "batch number": 10, "cost_per_gram": 63515.18, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 3.6, "fe_co_std": 0, "fe_gas_total_mean": 89.68, "fe_gas_total_std": 0, "fe_h2_mean": 86.05, "fe_h2_std": 0, "fe_liquid_mean": 10.32, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 38.02, "max_partial_current_gas_total_mean": 269.04, "max_partial_current_h2_mean": 258.15, "max_partial_current_liquid_mean": 30.96, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 269.04, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 258.15, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.96, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.333-Zn-0.667_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.333-Zn-0.667", "voltage_mean": 3.89, "voltage_std": 0, "xrf composition": "Au-0.243-Zn-0.757"}, {"Ag": 0, "Au": 0.286, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.714, "batch date": 240726, "batch number": 10, "cost_per_gram": 70648.12, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp10_240726_Au-0.375-Zn-0.625_pp0_rep1", "sample_count": 4, "source": "vsp", "target composition": "Au-0.375-Zn-0.625", "voltage_mean": 2.9875, "voltage_std": 0.07228416147400467, "xrf composition": "Au-0.286-Zn-0.714"}, {"Ag": 0, "Au": 0.286, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.714, "batch date": 240726, "batch number": 10, "cost_per_gram": 70648.12, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.58, "fe_co_std": 8.3, "fe_gas_total_mean": 87.52, "fe_gas_total_std": 2.75, "fe_h2_mean": 76.92, "fe_h2_std": 11, "fe_liquid_mean": 12.48, "fe_liquid_std": 2.75, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 23.2, "max_partial_current_gas_total_mean": 257.88, "max_partial_current_h2_mean": 246.36, "max_partial_current_liquid_mean": 42.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 5.29, "partial_current_co_std": 4.15, "partial_current_gas_total_mean": 43.76, "partial_current_gas_total_std": 1.38, "partial_current_h2_mean": 38.46, "partial_current_h2_std": 5.5, "partial_current_liquid_mean": 6.24, "partial_current_liquid_std": 1.38, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.375-Zn-0.625_pp0_rep1", "sample_count": 4, "source": "vsp", "target composition": "Au-0.375-Zn-0.625", "voltage_mean": 2.89, "voltage_std": 0.150996688705415, "xrf composition": "Au-0.286-Zn-0.714"}, {"Ag": 0, "Au": 0.286, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.714, "batch date": 240726, "batch number": 10, "cost_per_gram": 70648.12, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 15.51, "fe_co_std": 2.77, "fe_gas_total_mean": 84.84, "fe_gas_total_std": 2.04, "fe_h2_mean": 69.32, "fe_h2_std": 2.92, "fe_liquid_mean": 15.16, "fe_liquid_std": 2.04, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 23.2, "max_partial_current_gas_total_mean": 257.88, "max_partial_current_h2_mean": 246.36, "max_partial_current_liquid_mean": 42.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.51, "partial_current_co_std": 2.77, "partial_current_gas_total_mean": 84.84, "partial_current_gas_total_std": 2.04, "partial_current_h2_mean": 69.32, "partial_current_h2_std": 2.92, "partial_current_liquid_mean": 15.16, "partial_current_liquid_std": 2.04, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.375-Zn-0.625_pp0_rep1", "sample_count": 4, "source": "vsp", "target composition": "Au-0.375-Zn-0.625", "voltage_mean": 3.215, "voltage_std": 0.17972200755611428, "xrf composition": "Au-0.286-Zn-0.714"}, {"Ag": 0, "Au": 0.286, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.714, "batch date": 240726, "batch number": 10, "cost_per_gram": 70648.12, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.94, "fe_co_std": 2.07, "fe_gas_total_mean": 85.91, "fe_gas_total_std": 1.1, "fe_h2_mean": 71.96, "fe_h2_std": 3.12, "fe_liquid_mean": 14.09, "fe_liquid_std": 1.1, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 23.2, "max_partial_current_gas_total_mean": 257.88, "max_partial_current_h2_mean": 246.36, "max_partial_current_liquid_mean": 42.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 20.92, "partial_current_co_std": 3.11, "partial_current_gas_total_mean": 128.86, "partial_current_gas_total_std": 1.66, "partial_current_h2_mean": 107.94, "partial_current_h2_std": 4.67, "partial_current_liquid_mean": 21.14, "partial_current_liquid_std": 1.66, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.375-Zn-0.625_pp0_rep1", "sample_count": 4, "source": "vsp", "target composition": "Au-0.375-Zn-0.625", "voltage_mean": 3.3475, "voltage_std": 0.11898879499067708, "xrf composition": "Au-0.286-Zn-0.714"}, {"Ag": 0, "Au": 0.286, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.714, "batch date": 240726, "batch number": 10, "cost_per_gram": 70648.12, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.6, "fe_co_std": 2.39, "fe_gas_total_mean": 88, "fe_gas_total_std": 4.42, "fe_h2_mean": 76.4, "fe_h2_std": 2.44, "fe_liquid_mean": 12, "fe_liquid_std": 4.42, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 23.2, "max_partial_current_gas_total_mean": 257.88, "max_partial_current_h2_mean": 246.36, "max_partial_current_liquid_mean": 42.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.2, "partial_current_co_std": 4.78, "partial_current_gas_total_mean": 176.01, "partial_current_gas_total_std": 8.84, "partial_current_h2_mean": 152.79, "partial_current_h2_std": 4.87, "partial_current_liquid_mean": 23.99, "partial_current_liquid_std": 8.84, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.375-Zn-0.625_pp0_rep1", "sample_count": 4, "source": "vsp", "target composition": "Au-0.375-Zn-0.625", "voltage_mean": 3.4850000000000003, "voltage_std": 0.1109053650640942, "xrf composition": "Au-0.286-Zn-0.714"}, {"Ag": 0, "Au": 0.286, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.714, "batch date": 240726, "batch number": 10, "cost_per_gram": 70648.12, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.82, "fe_co_std": 0.18, "fe_gas_total_mean": 85.96, "fe_gas_total_std": 2.22, "fe_h2_mean": 82.12, "fe_h2_std": 2.29, "fe_liquid_mean": 14.04, "fe_liquid_std": 2.22, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 23.2, "max_partial_current_gas_total_mean": 257.88, "max_partial_current_h2_mean": 246.36, "max_partial_current_liquid_mean": 42.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 11.47, "partial_current_co_std": 0.53, "partial_current_gas_total_mean": 257.88, "partial_current_gas_total_std": 6.65, "partial_current_h2_mean": 246.36, "partial_current_h2_std": 6.87, "partial_current_liquid_mean": 42.12, "partial_current_liquid_std": 6.65, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.375-Zn-0.625_pp0_rep1", "sample_count": 4, "source": "vsp", "target composition": "Au-0.375-Zn-0.625", "voltage_mean": 3.7275, "voltage_std": 0.07499999999999993, "xrf composition": "Au-0.286-Zn-0.714"}, {"Ag": 0, "Au": 0.379, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.621, "batch date": 240726, "batch number": 10, "cost_per_gram": 83679.73, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp10_240726_Au-0.556-Zn-0.444_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.556-Zn-0.444", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Au-0.379-Zn-0.621"}, {"Ag": 0, "Au": 0.379, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.621, "batch date": 240726, "batch number": 10, "cost_per_gram": 83679.73, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.32, "fe_co_std": 0, "fe_gas_total_mean": 87.29, "fe_gas_total_std": 0, "fe_h2_mean": 82.97, "fe_h2_std": 0, "fe_liquid_mean": 12.71, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 24.72, "max_partial_current_gas_total_mean": 234.81, "max_partial_current_h2_mean": 211.08, "max_partial_current_liquid_mean": 65.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 2.16, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 41.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.556-Zn-0.444_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.556-Zn-0.444", "voltage_mean": 2.77, "voltage_std": 0, "xrf composition": "Au-0.379-Zn-0.621"}, {"Ag": 0, "Au": 0.379, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.621, "batch date": 240726, "batch number": 10, "cost_per_gram": 83679.73, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 15.26, "fe_co_std": 0, "fe_gas_total_mean": 84.67, "fe_gas_total_std": 0, "fe_h2_mean": 69.41, "fe_h2_std": 0, "fe_liquid_mean": 15.33, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 24.72, "max_partial_current_gas_total_mean": 234.81, "max_partial_current_h2_mean": 211.08, "max_partial_current_liquid_mean": 65.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.26, "partial_current_co_std": 0, "partial_current_gas_total_mean": 84.67, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 69.41, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.33, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.556-Zn-0.444_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.556-Zn-0.444", "voltage_mean": 3.1, "voltage_std": 0, "xrf composition": "Au-0.379-Zn-0.621"}, {"Ag": 0, "Au": 0.379, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.621, "batch date": 240726, "batch number": 10, "cost_per_gram": 83679.73, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 14.94, "fe_co_std": 0, "fe_gas_total_mean": 83.97, "fe_gas_total_std": 0, "fe_h2_mean": 69.03, "fe_h2_std": 0, "fe_liquid_mean": 16.03, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 24.72, "max_partial_current_gas_total_mean": 234.81, "max_partial_current_h2_mean": 211.08, "max_partial_current_liquid_mean": 65.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.41, "partial_current_co_std": 0, "partial_current_gas_total_mean": 125.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 103.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 24.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.556-Zn-0.444_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.556-Zn-0.444", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Au-0.379-Zn-0.621"}, {"Ag": 0, "Au": 0.379, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.621, "batch date": 240726, "batch number": 10, "cost_per_gram": 83679.73, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 12.36, "fe_co_std": 0, "fe_gas_total_mean": 83.76, "fe_gas_total_std": 0, "fe_h2_mean": 71.39, "fe_h2_std": 0, "fe_liquid_mean": 16.24, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 24.72, "max_partial_current_gas_total_mean": 234.81, "max_partial_current_h2_mean": 211.08, "max_partial_current_liquid_mean": 65.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.72, "partial_current_co_std": 0, "partial_current_gas_total_mean": 167.52, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 142.78, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.48, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.556-Zn-0.444_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.556-Zn-0.444", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Au-0.379-Zn-0.621"}, {"Ag": 0, "Au": 0.379, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.621, "batch date": 240726, "batch number": 10, "cost_per_gram": 83679.73, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 7.9, "fe_co_std": 0, "fe_gas_total_mean": 78.27, "fe_gas_total_std": 0, "fe_h2_mean": 70.36, "fe_h2_std": 0, "fe_liquid_mean": 21.73, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 24.72, "max_partial_current_gas_total_mean": 234.81, "max_partial_current_h2_mean": 211.08, "max_partial_current_liquid_mean": 65.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.7, "partial_current_co_std": 0, "partial_current_gas_total_mean": 234.81, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 211.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 65.19, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.556-Zn-0.444_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.556-Zn-0.444", "voltage_mean": 3.66, "voltage_std": 0, "xrf composition": "Au-0.379-Zn-0.621"}, {"Ag": 0, "Au": 0.417, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.583, "batch date": 240726, "batch number": 10, "cost_per_gram": 88241.18, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp10_240726_Au-0.6-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Zn-0.4", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Au-0.417-Zn-0.583"}, {"Ag": 0, "Au": 0.417, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.583, "batch date": 240726, "batch number": 10, "cost_per_gram": 88241.18, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.3, "fe_co_std": 0, "fe_gas_total_mean": 95.01, "fe_gas_total_std": 0, "fe_h2_mean": 91.69, "fe_h2_std": 0, "fe_liquid_mean": 4.99, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.5, "max_partial_current_gas_total_mean": 292.62, "max_partial_current_h2_mean": 281.16, "max_partial_current_liquid_mean": 7.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 1.65, "partial_current_co_std": 0, "partial_current_gas_total_mean": 47.5, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 45.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 2.5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.6-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Zn-0.4", "voltage_mean": 2.71, "voltage_std": 0, "xrf composition": "Au-0.417-Zn-0.583"}, {"Ag": 0, "Au": 0.417, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.583, "batch date": 240726, "batch number": 10, "cost_per_gram": 88241.18, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.79, "fe_co_std": 0, "fe_gas_total_mean": 103.7, "fe_gas_total_std": 0, "fe_h2_mean": 92.9, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.5, "max_partial_current_gas_total_mean": 292.62, "max_partial_current_h2_mean": 281.16, "max_partial_current_liquid_mean": 7.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.79, "partial_current_co_std": 0, "partial_current_gas_total_mean": 103.7, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 92.9, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.6-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Zn-0.4", "voltage_mean": 3.01, "voltage_std": 0, "xrf composition": "Au-0.417-Zn-0.583"}, {"Ag": 0, "Au": 0.417, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.583, "batch date": 240726, "batch number": 10, "cost_per_gram": 88241.18, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 12.29, "fe_co_std": 0, "fe_gas_total_mean": 98.81, "fe_gas_total_std": 0, "fe_h2_mean": 86.52, "fe_h2_std": 0, "fe_liquid_mean": 1.19, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.5, "max_partial_current_gas_total_mean": 292.62, "max_partial_current_h2_mean": 281.16, "max_partial_current_liquid_mean": 7.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.43, "partial_current_co_std": 0, "partial_current_gas_total_mean": 148.22, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 129.78, "partial_current_h2_std": 0, "partial_current_liquid_mean": 1.78, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.6-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Zn-0.4", "voltage_mean": 3.22, "voltage_std": 0, "xrf composition": "Au-0.417-Zn-0.583"}, {"Ag": 0, "Au": 0.417, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.583, "batch date": 240726, "batch number": 10, "cost_per_gram": 88241.18, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 11.25, "fe_co_std": 0, "fe_gas_total_mean": 102.09, "fe_gas_total_std": 0, "fe_h2_mean": 90.84, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.5, "max_partial_current_gas_total_mean": 292.62, "max_partial_current_h2_mean": 281.16, "max_partial_current_liquid_mean": 7.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.5, "partial_current_co_std": 0, "partial_current_gas_total_mean": 204.18, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 181.68, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.6-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Zn-0.4", "voltage_mean": 3.36, "voltage_std": 0, "xrf composition": "Au-0.417-Zn-0.583"}, {"Ag": 0, "Au": 0.417, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.583, "batch date": 240726, "batch number": 10, "cost_per_gram": 88241.18, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.82, "fe_co_std": 0, "fe_gas_total_mean": 97.54, "fe_gas_total_std": 0, "fe_h2_mean": 93.72, "fe_h2_std": 0, "fe_liquid_mean": 2.46, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 22.5, "max_partial_current_gas_total_mean": 292.62, "max_partial_current_h2_mean": 281.16, "max_partial_current_liquid_mean": 7.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.46, "partial_current_co_std": 0, "partial_current_gas_total_mean": 292.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 281.16, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.6-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Zn-0.4", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Au-0.417-Zn-0.583"}, {"Ag": 0, "Au": 0.466, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.534, "batch date": 240726, "batch number": 10, "cost_per_gram": 93591.59, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp10_240726_Au-0.625-Zn-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.625-Zn-0.375", "voltage_mean": 2.89, "voltage_std": 0, "xrf composition": "Au-0.466-Zn-0.534"}, {"Ag": 0, "Au": 0.466, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.534, "batch date": 240726, "batch number": 10, "cost_per_gram": 93591.59, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.39, "fe_co_std": 0, "fe_gas_total_mean": 90.98, "fe_gas_total_std": 0, "fe_h2_mean": 87.58, "fe_h2_std": 0, "fe_liquid_mean": 9.02, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 19.82, "max_partial_current_gas_total_mean": 263.19, "max_partial_current_h2_mean": 246.84, "max_partial_current_liquid_mean": 36.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 1.7, "partial_current_co_std": 0, "partial_current_gas_total_mean": 45.49, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.79, "partial_current_h2_std": 0, "partial_current_liquid_mean": 4.51, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.625-Zn-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.625-Zn-0.375", "voltage_mean": 2.7, "voltage_std": 0, "xrf composition": "Au-0.466-Zn-0.534"}, {"Ag": 0, "Au": 0.466, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.534, "batch date": 240726, "batch number": 10, "cost_per_gram": 93591.59, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.19, "fe_co_std": 0, "fe_gas_total_mean": 88.15, "fe_gas_total_std": 0, "fe_h2_mean": 77.95, "fe_h2_std": 0, "fe_liquid_mean": 11.85, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 19.82, "max_partial_current_gas_total_mean": 263.19, "max_partial_current_h2_mean": 246.84, "max_partial_current_liquid_mean": 36.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.19, "partial_current_co_std": 0, "partial_current_gas_total_mean": 88.15, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 77.95, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.85, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.625-Zn-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.625-Zn-0.375", "voltage_mean": 3, "voltage_std": 0, "xrf composition": "Au-0.466-Zn-0.534"}, {"Ag": 0, "Au": 0.466, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.534, "batch date": 240726, "batch number": 10, "cost_per_gram": 93591.59, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.06, "fe_co_std": 0, "fe_gas_total_mean": 84.27, "fe_gas_total_std": 0, "fe_h2_mean": 73.2, "fe_h2_std": 0, "fe_liquid_mean": 15.73, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 19.82, "max_partial_current_gas_total_mean": 263.19, "max_partial_current_h2_mean": 246.84, "max_partial_current_liquid_mean": 36.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.59, "partial_current_co_std": 0, "partial_current_gas_total_mean": 126.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 109.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.625-Zn-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.625-Zn-0.375", "voltage_mean": 3.2, "voltage_std": 0, "xrf composition": "Au-0.466-Zn-0.534"}, {"Ag": 0, "Au": 0.466, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.534, "batch date": 240726, "batch number": 10, "cost_per_gram": 93591.59, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.91, "fe_co_std": 0, "fe_gas_total_mean": 89.22, "fe_gas_total_std": 0, "fe_h2_mean": 79.3, "fe_h2_std": 0, "fe_liquid_mean": 10.78, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 19.82, "max_partial_current_gas_total_mean": 263.19, "max_partial_current_h2_mean": 246.84, "max_partial_current_liquid_mean": 36.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.82, "partial_current_co_std": 0, "partial_current_gas_total_mean": 178.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 158.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.625-Zn-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.625-Zn-0.375", "voltage_mean": 3.33, "voltage_std": 0, "xrf composition": "Au-0.466-Zn-0.534"}, {"Ag": 0, "Au": 0.466, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.534, "batch date": 240726, "batch number": 10, "cost_per_gram": 93591.59, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 5.44, "fe_co_std": 0, "fe_gas_total_mean": 87.73, "fe_gas_total_std": 0, "fe_h2_mean": 82.28, "fe_h2_std": 0, "fe_liquid_mean": 12.27, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 19.82, "max_partial_current_gas_total_mean": 263.19, "max_partial_current_h2_mean": 246.84, "max_partial_current_liquid_mean": 36.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.32, "partial_current_co_std": 0, "partial_current_gas_total_mean": 263.19, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 246.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 36.81, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.625-Zn-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.625-Zn-0.375", "voltage_mean": 3.54, "voltage_std": 0, "xrf composition": "Au-0.466-Zn-0.534"}, {"Ag": 0, "Au": 0.557, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.443, "batch date": 240726, "batch number": 10, "cost_per_gram": 102208.06, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp10_240726_Au-0.667-Zn-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Zn-0.333", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Au-0.557-Zn-0.443"}, {"Ag": 0, "Au": 0.557, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.443, "batch date": 240726, "batch number": 10, "cost_per_gram": 102208.06, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 14.44, "fe_co_std": 0, "fe_gas_total_mean": 76.88, "fe_gas_total_std": 0, "fe_h2_mean": 62.42, "fe_h2_std": 0, "fe_liquid_mean": 23.12, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.96, "max_partial_current_gas_total_mean": 246.24, "max_partial_current_h2_mean": 230.52, "max_partial_current_liquid_mean": 53.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 38.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.21, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.667-Zn-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Zn-0.333", "voltage_mean": 2.85, "voltage_std": 0, "xrf composition": "Au-0.557-Zn-0.443"}, {"Ag": 0, "Au": 0.557, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.443, "batch date": 240726, "batch number": 10, "cost_per_gram": 102208.06, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 17.9, "fe_co_std": 0, "fe_gas_total_mean": 79.84, "fe_gas_total_std": 0, "fe_h2_mean": 61.93, "fe_h2_std": 0, "fe_liquid_mean": 20.16, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.96, "max_partial_current_gas_total_mean": 246.24, "max_partial_current_h2_mean": 230.52, "max_partial_current_liquid_mean": 53.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 79.84, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 61.93, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.16, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.667-Zn-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Zn-0.333", "voltage_mean": 3.14, "voltage_std": 0, "xrf composition": "Au-0.557-Zn-0.443"}, {"Ag": 0, "Au": 0.557, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.443, "batch date": 240726, "batch number": 10, "cost_per_gram": 102208.06, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.97, "fe_co_std": 0, "fe_gas_total_mean": 81.8, "fe_gas_total_std": 0, "fe_h2_mean": 67.82, "fe_h2_std": 0, "fe_liquid_mean": 18.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.96, "max_partial_current_gas_total_mean": 246.24, "max_partial_current_h2_mean": 230.52, "max_partial_current_liquid_mean": 53.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.96, "partial_current_co_std": 0, "partial_current_gas_total_mean": 122.7, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 101.73, "partial_current_h2_std": 0, "partial_current_liquid_mean": 27.3, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.667-Zn-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Zn-0.333", "voltage_mean": 3.33, "voltage_std": 0, "xrf composition": "Au-0.557-Zn-0.443"}, {"Ag": 0, "Au": 0.557, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.443, "batch date": 240726, "batch number": 10, "cost_per_gram": 102208.06, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.22, "fe_co_std": 0, "fe_gas_total_mean": 80.57, "fe_gas_total_std": 0, "fe_h2_mean": 70.34, "fe_h2_std": 0, "fe_liquid_mean": 19.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.96, "max_partial_current_gas_total_mean": 246.24, "max_partial_current_h2_mean": 230.52, "max_partial_current_liquid_mean": 53.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.44, "partial_current_co_std": 0, "partial_current_gas_total_mean": 161.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 140.68, "partial_current_h2_std": 0, "partial_current_liquid_mean": 38.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.667-Zn-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Zn-0.333", "voltage_mean": 3.47, "voltage_std": 0, "xrf composition": "Au-0.557-Zn-0.443"}, {"Ag": 0, "Au": 0.557, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.443, "batch date": 240726, "batch number": 10, "cost_per_gram": 102208.06, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 5.23, "fe_co_std": 0, "fe_gas_total_mean": 82.08, "fe_gas_total_std": 0, "fe_h2_mean": 76.84, "fe_h2_std": 0, "fe_liquid_mean": 17.92, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.96, "max_partial_current_gas_total_mean": 246.24, "max_partial_current_h2_mean": 230.52, "max_partial_current_liquid_mean": 53.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.69, "partial_current_co_std": 0, "partial_current_gas_total_mean": 246.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 230.52, "partial_current_h2_std": 0, "partial_current_liquid_mean": 53.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.667-Zn-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Zn-0.333", "voltage_mean": 3.67, "voltage_std": 0, "xrf composition": "Au-0.557-Zn-0.443"}, {"Ag": 0, "Au": 0.628, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.372, "batch date": 240726, "batch number": 10, "cost_per_gram": 107962.6, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp10_240726_Au-0.7-Zn-0.3_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.7-Zn-0.3", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Au-0.628-Zn-0.372"}, {"Ag": 0, "Au": 0.628, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.372, "batch date": 240726, "batch number": 10, "cost_per_gram": 107962.6, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 17.03, "fe_co_std": 0, "fe_gas_total_mean": 87.79, "fe_gas_total_std": 0, "fe_h2_mean": 70.74, "fe_h2_std": 0, "fe_liquid_mean": 12.21, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 19.06, "max_partial_current_gas_total_mean": 259.32, "max_partial_current_h2_mean": 241.53, "max_partial_current_liquid_mean": 40.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.52, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.37, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.1, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.7-Zn-0.3_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.7-Zn-0.3", "voltage_mean": 2.96, "voltage_std": 0, "xrf composition": "Au-0.628-Zn-0.372"}, {"Ag": 0, "Au": 0.628, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.372, "batch date": 240726, "batch number": 10, "cost_per_gram": 107962.6, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 14.64, "fe_co_std": 0, "fe_gas_total_mean": 87.82, "fe_gas_total_std": 0, "fe_h2_mean": 73.17, "fe_h2_std": 0, "fe_liquid_mean": 12.18, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 19.06, "max_partial_current_gas_total_mean": 259.32, "max_partial_current_h2_mean": 241.53, "max_partial_current_liquid_mean": 40.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.64, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.82, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 73.17, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.18, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.7-Zn-0.3_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.7-Zn-0.3", "voltage_mean": 3.21, "voltage_std": 0, "xrf composition": "Au-0.628-Zn-0.372"}, {"Ag": 0, "Au": 0.628, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.372, "batch date": 240726, "batch number": 10, "cost_per_gram": 107962.6, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.63, "fe_co_std": 0, "fe_gas_total_mean": 86.56, "fe_gas_total_std": 0, "fe_h2_mean": 74.92, "fe_h2_std": 0, "fe_liquid_mean": 13.44, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 19.06, "max_partial_current_gas_total_mean": 259.32, "max_partial_current_h2_mean": 241.53, "max_partial_current_liquid_mean": 40.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.45, "partial_current_co_std": 0, "partial_current_gas_total_mean": 129.84, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 112.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.16, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.7-Zn-0.3_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.7-Zn-0.3", "voltage_mean": 3.37, "voltage_std": 0, "xrf composition": "Au-0.628-Zn-0.372"}, {"Ag": 0, "Au": 0.628, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.372, "batch date": 240726, "batch number": 10, "cost_per_gram": 107962.6, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.53, "fe_co_std": 0, "fe_gas_total_mean": 84.17, "fe_gas_total_std": 0, "fe_h2_mean": 74.63, "fe_h2_std": 0, "fe_liquid_mean": 15.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 19.06, "max_partial_current_gas_total_mean": 259.32, "max_partial_current_h2_mean": 241.53, "max_partial_current_liquid_mean": 40.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.06, "partial_current_co_std": 0, "partial_current_gas_total_mean": 168.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 149.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.7-Zn-0.3_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.7-Zn-0.3", "voltage_mean": 3.49, "voltage_std": 0, "xrf composition": "Au-0.628-Zn-0.372"}, {"Ag": 0, "Au": 0.628, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.372, "batch date": 240726, "batch number": 10, "cost_per_gram": 107962.6, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 5.92, "fe_co_std": 0, "fe_gas_total_mean": 86.44, "fe_gas_total_std": 0, "fe_h2_mean": 80.51, "fe_h2_std": 0, "fe_liquid_mean": 13.56, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 19.06, "max_partial_current_gas_total_mean": 259.32, "max_partial_current_h2_mean": 241.53, "max_partial_current_liquid_mean": 40.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.76, "partial_current_co_std": 0, "partial_current_gas_total_mean": 259.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 241.53, "partial_current_h2_std": 0, "partial_current_liquid_mean": 40.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.7-Zn-0.3_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.7-Zn-0.3", "voltage_mean": 3.69, "voltage_std": 0, "xrf composition": "Au-0.628-Zn-0.372"}, {"Ag": 0, "Au": 0.675, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.325, "batch date": 240726, "batch number": 10, "cost_per_gram": 111388.36, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Au-0.675-Zn-0.325"}, {"Ag": 0, "Au": 0.675, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.325, "batch date": 240726, "batch number": 10, "cost_per_gram": 111388.36, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 13.48, "fe_co_std": 0, "fe_gas_total_mean": 85.43, "fe_gas_total_std": 0, "fe_h2_mean": 71.92, "fe_h2_std": 0, "fe_liquid_mean": 14.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.22, "max_partial_current_gas_total_mean": 253.53, "max_partial_current_h2_mean": 240.78, "max_partial_current_liquid_mean": 46.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.04, "voltage_std": 0, "xrf composition": "Au-0.675-Zn-0.325"}, {"Ag": 0, "Au": 0.675, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.325, "batch date": 240726, "batch number": 10, "cost_per_gram": 111388.36, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 9.97, "fe_co_std": 0, "fe_gas_total_mean": 86.22, "fe_gas_total_std": 0, "fe_h2_mean": 76.23, "fe_h2_std": 0, "fe_liquid_mean": 13.78, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.22, "max_partial_current_gas_total_mean": 253.53, "max_partial_current_h2_mean": 240.78, "max_partial_current_liquid_mean": 46.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.97, "partial_current_co_std": 0, "partial_current_gas_total_mean": 86.22, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 76.23, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.78, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.28, "voltage_std": 0, "xrf composition": "Au-0.675-Zn-0.325"}, {"Ag": 0, "Au": 0.675, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.325, "batch date": 240726, "batch number": 10, "cost_per_gram": 111388.36, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.27, "fe_co_std": 0, "fe_gas_total_mean": 85.7, "fe_gas_total_std": 0, "fe_h2_mean": 77.41, "fe_h2_std": 0, "fe_liquid_mean": 14.3, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.22, "max_partial_current_gas_total_mean": 253.53, "max_partial_current_h2_mean": 240.78, "max_partial_current_liquid_mean": 46.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.4, "partial_current_co_std": 0, "partial_current_gas_total_mean": 128.55, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 116.12, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.45, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.43, "voltage_std": 0, "xrf composition": "Au-0.675-Zn-0.325"}, {"Ag": 0, "Au": 0.675, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.325, "batch date": 240726, "batch number": 10, "cost_per_gram": 111388.36, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.11, "fe_co_std": 0, "fe_gas_total_mean": 83.67, "fe_gas_total_std": 0, "fe_h2_mean": 76.54, "fe_h2_std": 0, "fe_liquid_mean": 16.33, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.22, "max_partial_current_gas_total_mean": 253.53, "max_partial_current_h2_mean": 240.78, "max_partial_current_liquid_mean": 46.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 167.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 153.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.54, "voltage_std": 0, "xrf composition": "Au-0.675-Zn-0.325"}, {"Ag": 0, "Au": 0.675, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.325, "batch date": 240726, "batch number": 10, "cost_per_gram": 111388.36, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.23, "fe_co_std": 0, "fe_gas_total_mean": 84.51, "fe_gas_total_std": 0, "fe_h2_mean": 80.26, "fe_h2_std": 0, "fe_liquid_mean": 15.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.22, "max_partial_current_gas_total_mean": 253.53, "max_partial_current_h2_mean": 240.78, "max_partial_current_liquid_mean": 46.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.69, "partial_current_co_std": 0, "partial_current_gas_total_mean": 253.53, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 240.78, "partial_current_h2_std": 0, "partial_current_liquid_mean": 46.47, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.73, "voltage_std": 0, "xrf composition": "Au-0.675-Zn-0.325"}, {"Ag": 0, "Au": 0.701, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.299, "batch date": 240726, "batch number": 10, "cost_per_gram": 113167.97, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3, "voltage_std": 0.028284271247461926, "xrf composition": "Au-0.701-Zn-0.299"}, {"Ag": 0, "Au": 0.701, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.299, "batch date": 240726, "batch number": 10, "cost_per_gram": 113167.97, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 11.12, "fe_co_std": 0.87, "fe_gas_total_mean": 86.44, "fe_gas_total_std": 2.71, "fe_h2_mean": 75.3, "fe_h2_std": 3.58, "fe_liquid_mean": 13.56, "fe_liquid_std": 2.71, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 13.76, "max_partial_current_gas_total_mean": 247.28, "max_partial_current_h2_mean": 238.18, "max_partial_current_liquid_mean": 52.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 5.56, "partial_current_co_std": 0.43, "partial_current_gas_total_mean": 43.22, "partial_current_gas_total_std": 1.35, "partial_current_h2_mean": 37.65, "partial_current_h2_std": 1.79, "partial_current_liquid_mean": 6.78, "partial_current_liquid_std": 1.35, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 2.955, "voltage_std": 0.07778174593051998, "xrf composition": "Au-0.701-Zn-0.299"}, {"Ag": 0, "Au": 0.701, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.299, "batch date": 240726, "batch number": 10, "cost_per_gram": 113167.97, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.02, "fe_co_std": 0.56, "fe_gas_total_mean": 85.88, "fe_gas_total_std": 1.97, "fe_h2_mean": 74.85, "fe_h2_std": 1.41, "fe_liquid_mean": 14.12, "fe_liquid_std": 1.97, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 13.76, "max_partial_current_gas_total_mean": 247.28, "max_partial_current_h2_mean": 238.18, "max_partial_current_liquid_mean": 52.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.02, "partial_current_co_std": 0.56, "partial_current_gas_total_mean": 85.88, "partial_current_gas_total_std": 1.97, "partial_current_h2_mean": 74.85, "partial_current_h2_std": 1.41, "partial_current_liquid_mean": 14.12, "partial_current_liquid_std": 1.97, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.26, "voltage_std": 0.11313708498984755, "xrf composition": "Au-0.701-Zn-0.299"}, {"Ag": 0, "Au": 0.701, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.299, "batch date": 240726, "batch number": 10, "cost_per_gram": 113167.97, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.17, "fe_co_std": 0.95, "fe_gas_total_mean": 85.52, "fe_gas_total_std": 2.08, "fe_h2_mean": 76.34, "fe_h2_std": 1.14, "fe_liquid_mean": 14.48, "fe_liquid_std": 2.08, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 13.76, "max_partial_current_gas_total_mean": 247.28, "max_partial_current_h2_mean": 238.18, "max_partial_current_liquid_mean": 52.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.76, "partial_current_co_std": 1.42, "partial_current_gas_total_mean": 128.28, "partial_current_gas_total_std": 3.12, "partial_current_h2_mean": 114.5, "partial_current_h2_std": 1.71, "partial_current_liquid_mean": 21.72, "partial_current_liquid_std": 3.12, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.395, "voltage_std": 0.0919238815542511, "xrf composition": "Au-0.701-Zn-0.299"}, {"Ag": 0, "Au": 0.701, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.299, "batch date": 240726, "batch number": 10, "cost_per_gram": 113167.97, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 6.14, "fe_co_std": 3.16, "fe_gas_total_mean": 84.61, "fe_gas_total_std": 0.28, "fe_h2_mean": 78.45, "fe_h2_std": 2.87, "fe_liquid_mean": 15.39, "fe_liquid_std": 0.28, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 13.76, "max_partial_current_gas_total_mean": 247.28, "max_partial_current_h2_mean": 238.18, "max_partial_current_liquid_mean": 52.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.29, "partial_current_co_std": 6.32, "partial_current_gas_total_mean": 169.22, "partial_current_gas_total_std": 0.57, "partial_current_h2_mean": 156.9, "partial_current_h2_std": 5.74, "partial_current_liquid_mean": 30.78, "partial_current_liquid_std": 0.57, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.535, "voltage_std": 0.12020815280171303, "xrf composition": "Au-0.701-Zn-0.299"}, {"Ag": 0, "Au": 0.701, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.299, "batch date": 240726, "batch number": 10, "cost_per_gram": 113167.97, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.01, "fe_co_std": 2.23, "fe_gas_total_mean": 82.43, "fe_gas_total_std": 1.96, "fe_h2_mean": 79.4, "fe_h2_std": 0.26, "fe_liquid_mean": 17.58, "fe_liquid_std": 1.96, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 13.76, "max_partial_current_gas_total_mean": 247.28, "max_partial_current_h2_mean": 238.18, "max_partial_current_liquid_mean": 52.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.04, "partial_current_co_std": 6.68, "partial_current_gas_total_mean": 247.28, "partial_current_gas_total_std": 5.88, "partial_current_h2_mean": 238.18, "partial_current_h2_std": 0.78, "partial_current_liquid_mean": 52.73, "partial_current_liquid_std": 5.88, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.695, "voltage_std": 0.0919238815542511, "xrf composition": "Au-0.701-Zn-0.299"}, {"Ag": 0, "Au": 0.659, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.341, "batch date": 240726, "batch number": 10, "cost_per_gram": 110253.42, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.03, "voltage_std": 0, "xrf composition": "Au-0.659-Zn-0.341"}, {"Ag": 0, "Au": 0.659, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.341, "batch date": 240726, "batch number": 10, "cost_per_gram": 110253.42, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 11.38, "fe_co_std": 0, "fe_gas_total_mean": 83.16, "fe_gas_total_std": 0, "fe_h2_mean": 71.77, "fe_h2_std": 0, "fe_liquid_mean": 16.84, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 15.1, "max_partial_current_gas_total_mean": 237.66, "max_partial_current_h2_mean": 229.8, "max_partial_current_liquid_mean": 62.34, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 5.69, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.88, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Au-0.659-Zn-0.341"}, {"Ag": 0, "Au": 0.659, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.341, "batch date": 240726, "batch number": 10, "cost_per_gram": 110253.42, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.08, "fe_co_std": 0, "fe_gas_total_mean": 89.85, "fe_gas_total_std": 0, "fe_h2_mean": 77.76, "fe_h2_std": 0, "fe_liquid_mean": 10.15, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 15.1, "max_partial_current_gas_total_mean": 237.66, "max_partial_current_h2_mean": 229.8, "max_partial_current_liquid_mean": 62.34, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.85, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 77.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.15, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.26, "voltage_std": 0, "xrf composition": "Au-0.659-Zn-0.341"}, {"Ag": 0, "Au": 0.659, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.341, "batch date": 240726, "batch number": 10, "cost_per_gram": 110253.42, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.4, "fe_co_std": 0, "fe_gas_total_mean": 85.41, "fe_gas_total_std": 0, "fe_h2_mean": 76, "fe_h2_std": 0, "fe_liquid_mean": 14.59, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 15.1, "max_partial_current_gas_total_mean": 237.66, "max_partial_current_h2_mean": 229.8, "max_partial_current_liquid_mean": 62.34, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 128.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 114, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.42, "voltage_std": 0, "xrf composition": "Au-0.659-Zn-0.341"}, {"Ag": 0, "Au": 0.659, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.341, "batch date": 240726, "batch number": 10, "cost_per_gram": 110253.42, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.55, "fe_co_std": 0, "fe_gas_total_mean": 84.16, "fe_gas_total_std": 0, "fe_h2_mean": 76.6, "fe_h2_std": 0, "fe_liquid_mean": 15.84, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 15.1, "max_partial_current_gas_total_mean": 237.66, "max_partial_current_h2_mean": 229.8, "max_partial_current_liquid_mean": 62.34, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 168.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 153.2, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.55, "voltage_std": 0, "xrf composition": "Au-0.659-Zn-0.341"}, {"Ag": 0, "Au": 0.659, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.341, "batch date": 240726, "batch number": 10, "cost_per_gram": 110253.42, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 2.6, "fe_co_std": 0, "fe_gas_total_mean": 79.22, "fe_gas_total_std": 0, "fe_h2_mean": 76.6, "fe_h2_std": 0, "fe_liquid_mean": 20.78, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 15.1, "max_partial_current_gas_total_mean": 237.66, "max_partial_current_h2_mean": 229.8, "max_partial_current_liquid_mean": 62.34, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 237.66, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 229.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 62.34, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.75-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Zn-0.25", "voltage_mean": 3.76, "voltage_std": 0, "xrf composition": "Au-0.659-Zn-0.341"}, {"Ag": 0, "Au": 0.713, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.287, "batch date": 240726, "batch number": 10, "cost_per_gram": 113963.53, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp10_240726_Au-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.8-Zn-0.2", "voltage_mean": 2.96, "voltage_std": 0, "xrf composition": "Au-0.713-Zn-0.287"}, {"Ag": 0, "Au": 0.713, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.287, "batch date": 240726, "batch number": 10, "cost_per_gram": 113963.53, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 14.25, "fe_co_std": 0, "fe_gas_total_mean": 83.71, "fe_gas_total_std": 0, "fe_h2_mean": 69.44, "fe_h2_std": 0, "fe_liquid_mean": 16.29, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 13.8, "max_partial_current_gas_total_mean": 245.4, "max_partial_current_h2_mean": 239.79, "max_partial_current_liquid_mean": 54.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.12, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 34.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.8-Zn-0.2", "voltage_mean": 3.02, "voltage_std": 0, "xrf composition": "Au-0.713-Zn-0.287"}, {"Ag": 0, "Au": 0.713, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.287, "batch date": 240726, "batch number": 10, "cost_per_gram": 113963.53, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.91, "fe_co_std": 0, "fe_gas_total_mean": 80.78, "fe_gas_total_std": 0, "fe_h2_mean": 69.85, "fe_h2_std": 0, "fe_liquid_mean": 19.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 13.8, "max_partial_current_gas_total_mean": 245.4, "max_partial_current_h2_mean": 239.79, "max_partial_current_liquid_mean": 54.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.91, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.78, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 69.85, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.22, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.8-Zn-0.2", "voltage_mean": 3.26, "voltage_std": 0, "xrf composition": "Au-0.713-Zn-0.287"}, {"Ag": 0, "Au": 0.713, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.287, "batch date": 240726, "batch number": 10, "cost_per_gram": 113963.53, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.2, "fe_co_std": 0, "fe_gas_total_mean": 84.9, "fe_gas_total_std": 0, "fe_h2_mean": 75.68, "fe_h2_std": 0, "fe_liquid_mean": 15.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 13.8, "max_partial_current_gas_total_mean": 245.4, "max_partial_current_h2_mean": 239.79, "max_partial_current_liquid_mean": 54.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 127.35, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 113.52, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.65, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.8-Zn-0.2", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Au-0.713-Zn-0.287"}, {"Ag": 0, "Au": 0.713, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.287, "batch date": 240726, "batch number": 10, "cost_per_gram": 113963.53, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 6.83, "fe_co_std": 0, "fe_gas_total_mean": 82.09, "fe_gas_total_std": 0, "fe_h2_mean": 75.25, "fe_h2_std": 0, "fe_liquid_mean": 17.91, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 13.8, "max_partial_current_gas_total_mean": 245.4, "max_partial_current_h2_mean": 239.79, "max_partial_current_liquid_mean": 54.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 164.18, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 150.5, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.82, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.8-Zn-0.2", "voltage_mean": 3.53, "voltage_std": 0, "xrf composition": "Au-0.713-Zn-0.287"}, {"Ag": 0, "Au": 0.713, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.287, "batch date": 240726, "batch number": 10, "cost_per_gram": 113963.53, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 1.85, "fe_co_std": 0, "fe_gas_total_mean": 81.8, "fe_gas_total_std": 0, "fe_h2_mean": 79.93, "fe_h2_std": 0, "fe_liquid_mean": 18.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 13.8, "max_partial_current_gas_total_mean": 245.4, "max_partial_current_h2_mean": 239.79, "max_partial_current_liquid_mean": 54.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 5.55, "partial_current_co_std": 0, "partial_current_gas_total_mean": 245.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 239.79, "partial_current_h2_std": 0, "partial_current_liquid_mean": 54.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp10_240726_Au-0.8-Zn-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.8-Zn-0.2", "voltage_mean": 3.77, "voltage_std": 0, "xrf composition": "Au-0.713-Zn-0.287"}, {"Ag": 0.24, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.76, "batch date": 240802, "batch number": 11, "cost_per_gram": 539.78, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp11_240802_Ag-0.111-Zn-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Zn-0.889", "voltage_mean": 3.14, "voltage_std": 0, "xrf composition": "Ag-0.24-Zn-0.76"}, {"Ag": 0.24, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.76, "batch date": 240802, "batch number": 11, "cost_per_gram": 539.78, "current density": 50, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 62.14, "fe_co_std": 0, "fe_gas_total_mean": 70.86, "fe_gas_total_std": 0, "fe_h2_mean": 8.67, "fe_h2_std": 0, "fe_liquid_mean": 29.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 119.7, "max_partial_current_gas_total_mean": 198.93, "max_partial_current_h2_mean": 78.99, "max_partial_current_liquid_mean": 101.07, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.07, "partial_current_co_std": 0, "partial_current_gas_total_mean": 35.43, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 4.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.111-Zn-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Zn-0.889", "voltage_mean": 3.11, "voltage_std": 0, "xrf composition": "Ag-0.24-Zn-0.76"}, {"Ag": 0.24, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.76, "batch date": 240802, "batch number": 11, "cost_per_gram": 539.78, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 64.16, "fe_co_std": 0, "fe_gas_total_mean": 74.13, "fe_gas_total_std": 0, "fe_h2_mean": 9.95, "fe_h2_std": 0, "fe_liquid_mean": 25.87, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 119.7, "max_partial_current_gas_total_mean": 198.93, "max_partial_current_h2_mean": 78.99, "max_partial_current_liquid_mean": 101.07, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 64.16, "partial_current_co_std": 0, "partial_current_gas_total_mean": 74.13, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 9.95, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.87, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.111-Zn-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Zn-0.889", "voltage_mean": 3.36, "voltage_std": 0, "xrf composition": "Ag-0.24-Zn-0.76"}, {"Ag": 0.24, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.76, "batch date": 240802, "batch number": 11, "cost_per_gram": 539.78, "current density": 150, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 61.62, "fe_co_std": 0, "fe_gas_total_mean": 73.48, "fe_gas_total_std": 0, "fe_h2_mean": 11.83, "fe_h2_std": 0, "fe_liquid_mean": 26.52, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 119.7, "max_partial_current_gas_total_mean": 198.93, "max_partial_current_h2_mean": 78.99, "max_partial_current_liquid_mean": 101.07, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 92.43, "partial_current_co_std": 0, "partial_current_gas_total_mean": 110.22, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 17.74, "partial_current_h2_std": 0, "partial_current_liquid_mean": 39.78, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.111-Zn-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Zn-0.889", "voltage_mean": 3.54, "voltage_std": 0, "xrf composition": "Ag-0.24-Zn-0.76"}, {"Ag": 0.24, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.76, "batch date": 240802, "batch number": 11, "cost_per_gram": 539.78, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 50.02, "fe_co_std": 0, "fe_gas_total_mean": 60.57, "fe_gas_total_std": 0, "fe_h2_mean": 10.53, "fe_h2_std": 0, "fe_liquid_mean": 39.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 119.7, "max_partial_current_gas_total_mean": 198.93, "max_partial_current_h2_mean": 78.99, "max_partial_current_liquid_mean": 101.07, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 100.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 121.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 21.06, "partial_current_h2_std": 0, "partial_current_liquid_mean": 78.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.111-Zn-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Zn-0.889", "voltage_mean": 3.7, "voltage_std": 0, "xrf composition": "Ag-0.24-Zn-0.76"}, {"Ag": 0.24, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.76, "batch date": 240802, "batch number": 11, "cost_per_gram": 539.78, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 39.9, "fe_co_std": 0, "fe_gas_total_mean": 66.31, "fe_gas_total_std": 0, "fe_h2_mean": 26.33, "fe_h2_std": 0, "fe_liquid_mean": 33.69, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 119.7, "max_partial_current_gas_total_mean": 198.93, "max_partial_current_h2_mean": 78.99, "max_partial_current_liquid_mean": 101.07, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0, "partial_current_co_mean": 119.7, "partial_current_co_std": 0, "partial_current_gas_total_mean": 198.93, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 78.99, "partial_current_h2_std": 0, "partial_current_liquid_mean": 101.07, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.111-Zn-0.889_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.111-Zn-0.889", "voltage_mean": 4, "voltage_std": 0, "xrf composition": "Ag-0.24-Zn-0.76"}, {"Ag": 0.307, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.693, "batch date": 240802, "batch number": 11, "cost_per_gram": 664.7, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp11_240802_Ag-0.167-Zn-0.833_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.167-Zn-0.833", "voltage_mean": 3.085, "voltage_std": 0.03535533905932725, "xrf composition": "Ag-0.307-Zn-0.693"}, {"Ag": 0.307, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.693, "batch date": 240802, "batch number": 11, "cost_per_gram": 664.7, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.04, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 58.71, "fe_co_std": 2.43, "fe_gas_total_mean": 78.69, "fe_gas_total_std": 3.22, "fe_h2_mean": 19.92, "fe_h2_std": 0.85, "fe_liquid_mean": 21.31, "fe_liquid_std": 3.22, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.25, "max_partial_current_co_mean": 96.79, "max_partial_current_gas_total_mean": 249.04, "max_partial_current_h2_mean": 201.5, "max_partial_current_liquid_mean": 64.45, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 29.36, "partial_current_co_std": 1.22, "partial_current_gas_total_mean": 39.34, "partial_current_gas_total_std": 1.61, "partial_current_h2_mean": 9.96, "partial_current_h2_std": 0.42, "partial_current_liquid_mean": 10.66, "partial_current_liquid_std": 1.61, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.167-Zn-0.833_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.167-Zn-0.833", "voltage_mean": 3.09, "voltage_std": 0.08485281374238578, "xrf composition": "Ag-0.307-Zn-0.693"}, {"Ag": 0.307, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.693, "batch date": 240802, "batch number": 11, "cost_per_gram": 664.7, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 57.79, "fe_co_std": 2.52, "fe_gas_total_mean": 74.44, "fe_gas_total_std": 2.88, "fe_h2_mean": 16.6, "fe_h2_std": 0.37, "fe_liquid_mean": 25.56, "fe_liquid_std": 2.88, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.25, "max_partial_current_co_mean": 96.79, "max_partial_current_gas_total_mean": 249.04, "max_partial_current_h2_mean": 201.5, "max_partial_current_liquid_mean": 64.45, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 57.79, "partial_current_co_std": 2.52, "partial_current_gas_total_mean": 74.44, "partial_current_gas_total_std": 2.88, "partial_current_h2_mean": 16.6, "partial_current_h2_std": 0.37, "partial_current_liquid_mean": 25.56, "partial_current_liquid_std": 2.88, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.167-Zn-0.833_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.167-Zn-0.833", "voltage_mean": 3.3449999999999998, "voltage_std": 0.1060660171779819, "xrf composition": "Ag-0.307-Zn-0.693"}, {"Ag": 0.307, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.693, "batch date": 240802, "batch number": 11, "cost_per_gram": 664.7, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 61.85, "fe_co_std": 3.58, "fe_gas_total_mean": 79.24, "fe_gas_total_std": 4.59, "fe_h2_mean": 17.35, "fe_h2_std": 1.02, "fe_liquid_mean": 20.76, "fe_liquid_std": 4.59, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.25, "max_partial_current_co_mean": 96.79, "max_partial_current_gas_total_mean": 249.04, "max_partial_current_h2_mean": 201.5, "max_partial_current_liquid_mean": 64.45, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 92.78, "partial_current_co_std": 5.37, "partial_current_gas_total_mean": 118.85, "partial_current_gas_total_std": 6.88, "partial_current_h2_mean": 26.02, "partial_current_h2_std": 1.53, "partial_current_liquid_mean": 31.15, "partial_current_liquid_std": 6.88, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.167-Zn-0.833_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.167-Zn-0.833", "voltage_mean": 3.51, "voltage_std": 0.09899494936611658, "xrf composition": "Ag-0.307-Zn-0.693"}, {"Ag": 0.307, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.693, "batch date": 240802, "batch number": 11, "cost_per_gram": 664.7, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 48.4, "fe_co_std": 9.77, "fe_gas_total_mean": 67.78, "fe_gas_total_std": 4.56, "fe_h2_mean": 19.35, "fe_h2_std": 5.19, "fe_liquid_mean": 32.22, "fe_liquid_std": 4.56, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.25, "max_partial_current_co_mean": 96.79, "max_partial_current_gas_total_mean": 249.04, "max_partial_current_h2_mean": 201.5, "max_partial_current_liquid_mean": 64.45, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 96.79, "partial_current_co_std": 19.53, "partial_current_gas_total_mean": 135.55, "partial_current_gas_total_std": 9.12, "partial_current_h2_mean": 38.7, "partial_current_h2_std": 10.38, "partial_current_liquid_mean": 64.45, "partial_current_liquid_std": 9.12, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.167-Zn-0.833_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.167-Zn-0.833", "voltage_mean": 3.6550000000000002, "voltage_std": 0.0777817459305203, "xrf composition": "Ag-0.307-Zn-0.693"}, {"Ag": 0.307, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.693, "batch date": 240802, "batch number": 11, "cost_per_gram": 664.7, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.04, "fe_co_mean": 15.75, "fe_co_std": 6.6, "fe_gas_total_mean": 83.02, "fe_gas_total_std": 2.95, "fe_h2_mean": 67.17, "fe_h2_std": 9.52, "fe_liquid_mean": 16.98, "fe_liquid_std": 2.95, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.25, "max_partial_current_co_mean": 96.79, "max_partial_current_gas_total_mean": 249.04, "max_partial_current_h2_mean": 201.5, "max_partial_current_liquid_mean": 64.45, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.25, "partial_current_ch4_std": 0.11, "partial_current_co_mean": 47.25, "partial_current_co_std": 19.81, "partial_current_gas_total_mean": 249.04, "partial_current_gas_total_std": 8.85, "partial_current_h2_mean": 201.5, "partial_current_h2_std": 28.57, "partial_current_liquid_mean": 50.96, "partial_current_liquid_std": 8.85, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.167-Zn-0.833_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.167-Zn-0.833", "voltage_mean": 3.86, "voltage_std": 0.1131370849898477, "xrf composition": "Ag-0.307-Zn-0.693"}, {"Ag": 0.33, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.67, "batch date": 240802, "batch number": 11, "cost_per_gram": 705.52, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp11_240802_Ag-0.222-Zn-0.778_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.222-Zn-0.778", "voltage_mean": 3.235, "voltage_std": 0.06363961030678918, "xrf composition": "Ag-0.33-Zn-0.67"}, {"Ag": 0.33, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.67, "batch date": 240802, "batch number": 11, "cost_per_gram": 705.52, "current density": 50, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0.08, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 57.32, "fe_co_std": 4.13, "fe_gas_total_mean": 75.18, "fe_gas_total_std": 5.59, "fe_h2_mean": 17.76, "fe_h2_std": 1.37, "fe_liquid_mean": 24.82, "fe_liquid_std": 5.59, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 95.8, "max_partial_current_gas_total_mean": 237.84, "max_partial_current_h2_mean": 180.45, "max_partial_current_liquid_mean": 70.15, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0.04, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 28.66, "partial_current_co_std": 2.06, "partial_current_gas_total_mean": 37.59, "partial_current_gas_total_std": 2.79, "partial_current_h2_mean": 8.88, "partial_current_h2_std": 0.69, "partial_current_liquid_mean": 12.41, "partial_current_liquid_std": 2.79, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.222-Zn-0.778_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.222-Zn-0.778", "voltage_mean": 3.2199999999999998, "voltage_std": 0.07071067811865497, "xrf composition": "Ag-0.33-Zn-0.67"}, {"Ag": 0.33, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.67, "batch date": 240802, "batch number": 11, "cost_per_gram": 705.52, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 55.54, "fe_co_std": 3.4, "fe_gas_total_mean": 72.14, "fe_gas_total_std": 2.81, "fe_h2_mean": 16.57, "fe_h2_std": 6.19, "fe_liquid_mean": 27.86, "fe_liquid_std": 2.81, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 95.8, "max_partial_current_gas_total_mean": 237.84, "max_partial_current_h2_mean": 180.45, "max_partial_current_liquid_mean": 70.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 55.54, "partial_current_co_std": 3.4, "partial_current_gas_total_mean": 72.14, "partial_current_gas_total_std": 2.81, "partial_current_h2_mean": 16.57, "partial_current_h2_std": 6.19, "partial_current_liquid_mean": 27.86, "partial_current_liquid_std": 2.81, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.222-Zn-0.778_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.222-Zn-0.778", "voltage_mean": 3.465, "voltage_std": 0.049497474683058366, "xrf composition": "Ag-0.33-Zn-0.67"}, {"Ag": 0.33, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.67, "batch date": 240802, "batch number": 11, "cost_per_gram": 705.52, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 52.5, "fe_co_std": 6.51, "fe_gas_total_mean": 68.85, "fe_gas_total_std": 2.48, "fe_h2_mean": 16.32, "fe_h2_std": 8.98, "fe_liquid_mean": 31.14, "fe_liquid_std": 2.48, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 95.8, "max_partial_current_gas_total_mean": 237.84, "max_partial_current_h2_mean": 180.45, "max_partial_current_liquid_mean": 70.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 78.76, "partial_current_co_std": 9.77, "partial_current_gas_total_mean": 103.28, "partial_current_gas_total_std": 3.72, "partial_current_h2_mean": 24.48, "partial_current_h2_std": 13.47, "partial_current_liquid_mean": 46.72, "partial_current_liquid_std": 3.72, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.222-Zn-0.778_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.222-Zn-0.778", "voltage_mean": 3.615, "voltage_std": 0.021213203435596132, "xrf composition": "Ag-0.33-Zn-0.67"}, {"Ag": 0.33, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.67, "batch date": 240802, "batch number": 11, "cost_per_gram": 705.52, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 47.9, "fe_co_std": 5.29, "fe_gas_total_mean": 64.93, "fe_gas_total_std": 4.01, "fe_h2_mean": 17, "fe_h2_std": 9.29, "fe_liquid_mean": 35.08, "fe_liquid_std": 4.01, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 95.8, "max_partial_current_gas_total_mean": 237.84, "max_partial_current_h2_mean": 180.45, "max_partial_current_liquid_mean": 70.15, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 95.8, "partial_current_co_std": 10.58, "partial_current_gas_total_mean": 129.85, "partial_current_gas_total_std": 8.02, "partial_current_h2_mean": 34, "partial_current_h2_std": 18.58, "partial_current_liquid_mean": 70.15, "partial_current_liquid_std": 8.02, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.222-Zn-0.778_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.222-Zn-0.778", "voltage_mean": 3.7300000000000004, "voltage_std": 0.014142135623730807, "xrf composition": "Ag-0.33-Zn-0.67"}, {"Ag": 0.33, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.67, "batch date": 240802, "batch number": 11, "cost_per_gram": 705.52, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.01, "fe_co_mean": 19.05, "fe_co_std": 3.9, "fe_gas_total_mean": 79.28, "fe_gas_total_std": 11.34, "fe_h2_mean": 60.15, "fe_h2_std": 15.25, "fe_liquid_mean": 20.72, "fe_liquid_std": 11.34, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.23, "max_partial_current_co_mean": 95.8, "max_partial_current_gas_total_mean": 237.84, "max_partial_current_h2_mean": 180.45, "max_partial_current_liquid_mean": 70.15, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.23, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 57.14, "partial_current_co_std": 11.69, "partial_current_gas_total_mean": 237.84, "partial_current_gas_total_std": 34.03, "partial_current_h2_mean": 180.45, "partial_current_h2_std": 45.74, "partial_current_liquid_mean": 62.16, "partial_current_liquid_std": 34.03, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.222-Zn-0.778_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.222-Zn-0.778", "voltage_mean": 3.94, "voltage_std": 0, "xrf composition": "Ag-0.33-Zn-0.67"}, {"Ag": 0.379, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.621, "batch date": 240802, "batch number": 11, "cost_per_gram": 789.21, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp11_240802_Ag-0.25-Zn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Zn-0.75", "voltage_mean": 3.13, "voltage_std": 0, "xrf composition": "Ag-0.379-Zn-0.621"}, {"Ag": 0.379, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.621, "batch date": 240802, "batch number": 11, "cost_per_gram": 789.21, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 59.57, "fe_co_std": 0, "fe_gas_total_mean": 77.91, "fe_gas_total_std": 0, "fe_h2_mean": 18.28, "fe_h2_std": 0, "fe_liquid_mean": 22.09, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 85.58, "max_partial_current_gas_total_mean": 230.97, "max_partial_current_h2_mean": 191.01, "max_partial_current_liquid_mean": 69.03, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.78, "partial_current_co_std": 0, "partial_current_gas_total_mean": 38.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 9.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.25-Zn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Zn-0.75", "voltage_mean": 3.12, "voltage_std": 0, "xrf composition": "Ag-0.379-Zn-0.621"}, {"Ag": 0.379, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.621, "batch date": 240802, "batch number": 11, "cost_per_gram": 789.21, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 58.15, "fe_co_std": 0, "fe_gas_total_mean": 73.83, "fe_gas_total_std": 0, "fe_h2_mean": 15.64, "fe_h2_std": 0, "fe_liquid_mean": 26.17, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 85.58, "max_partial_current_gas_total_mean": 230.97, "max_partial_current_h2_mean": 191.01, "max_partial_current_liquid_mean": 69.03, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 58.15, "partial_current_co_std": 0, "partial_current_gas_total_mean": 73.83, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 15.64, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.17, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.25-Zn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Zn-0.75", "voltage_mean": 3.36, "voltage_std": 0, "xrf composition": "Ag-0.379-Zn-0.621"}, {"Ag": 0.379, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.621, "batch date": 240802, "batch number": 11, "cost_per_gram": 789.21, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 57.05, "fe_co_std": 0, "fe_gas_total_mean": 70.36, "fe_gas_total_std": 0, "fe_h2_mean": 13.29, "fe_h2_std": 0, "fe_liquid_mean": 29.64, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 85.58, "max_partial_current_gas_total_mean": 230.97, "max_partial_current_h2_mean": 191.01, "max_partial_current_liquid_mean": 69.03, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 85.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 105.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 19.93, "partial_current_h2_std": 0, "partial_current_liquid_mean": 44.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.25-Zn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Zn-0.75", "voltage_mean": 3.54, "voltage_std": 0, "xrf composition": "Ag-0.379-Zn-0.621"}, {"Ag": 0.379, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.621, "batch date": 240802, "batch number": 11, "cost_per_gram": 789.21, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 33.81, "fe_co_std": 0, "fe_gas_total_mean": 69.33, "fe_gas_total_std": 0, "fe_h2_mean": 35.42, "fe_h2_std": 0, "fe_liquid_mean": 30.67, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 85.58, "max_partial_current_gas_total_mean": 230.97, "max_partial_current_h2_mean": 191.01, "max_partial_current_liquid_mean": 69.03, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.16, "partial_current_ch4_std": 0, "partial_current_co_mean": 67.62, "partial_current_co_std": 0, "partial_current_gas_total_mean": 138.66, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 70.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 61.34, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.25-Zn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Zn-0.75", "voltage_mean": 3.72, "voltage_std": 0, "xrf composition": "Ag-0.379-Zn-0.621"}, {"Ag": 0.379, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.621, "batch date": 240802, "batch number": 11, "cost_per_gram": 789.21, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 13.23, "fe_co_std": 0, "fe_gas_total_mean": 76.99, "fe_gas_total_std": 0, "fe_h2_mean": 63.67, "fe_h2_std": 0, "fe_liquid_mean": 23.01, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 85.58, "max_partial_current_gas_total_mean": 230.97, "max_partial_current_h2_mean": 191.01, "max_partial_current_liquid_mean": 69.03, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0, "partial_current_co_mean": 39.69, "partial_current_co_std": 0, "partial_current_gas_total_mean": 230.97, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 191.01, "partial_current_h2_std": 0, "partial_current_liquid_mean": 69.03, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.25-Zn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Zn-0.75", "voltage_mean": 3.9, "voltage_std": 0, "xrf composition": "Ag-0.379-Zn-0.621"}, {"Ag": 0.413, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.587, "batch date": 240802, "batch number": 11, "cost_per_gram": 844.82, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp11_240802_Ag-0.375-Zn-0.625_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.375-Zn-0.625", "voltage_mean": 3.11, "voltage_std": 0, "xrf composition": "Ag-0.413-Zn-0.587"}, {"Ag": 0.413, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.587, "batch date": 240802, "batch number": 11, "cost_per_gram": 844.82, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 67.81, "fe_co_std": 0, "fe_gas_total_mean": 84.99, "fe_gas_total_std": 0, "fe_h2_mean": 17.15, "fe_h2_std": 0, "fe_liquid_mean": 15.01, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 95.08, "max_partial_current_gas_total_mean": 236.31, "max_partial_current_h2_mean": 202.05, "max_partial_current_liquid_mean": 63.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 33.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.5, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 8.57, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.375-Zn-0.625_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.375-Zn-0.625", "voltage_mean": 3.09, "voltage_std": 0, "xrf composition": "Ag-0.413-Zn-0.587"}, {"Ag": 0.413, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.587, "batch date": 240802, "batch number": 11, "cost_per_gram": 844.82, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 64.18, "fe_co_std": 0, "fe_gas_total_mean": 81.71, "fe_gas_total_std": 0, "fe_h2_mean": 17.5, "fe_h2_std": 0, "fe_liquid_mean": 18.29, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 95.08, "max_partial_current_gas_total_mean": 236.31, "max_partial_current_h2_mean": 202.05, "max_partial_current_liquid_mean": 63.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 64.18, "partial_current_co_std": 0, "partial_current_gas_total_mean": 81.71, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 17.5, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.29, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.375-Zn-0.625_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.375-Zn-0.625", "voltage_mean": 3.36, "voltage_std": 0, "xrf composition": "Ag-0.413-Zn-0.587"}, {"Ag": 0.413, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.587, "batch date": 240802, "batch number": 11, "cost_per_gram": 844.82, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 61.75, "fe_co_std": 0, "fe_gas_total_mean": 79.31, "fe_gas_total_std": 0, "fe_h2_mean": 17.54, "fe_h2_std": 0, "fe_liquid_mean": 20.69, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 95.08, "max_partial_current_gas_total_mean": 236.31, "max_partial_current_h2_mean": 202.05, "max_partial_current_liquid_mean": 63.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 92.62, "partial_current_co_std": 0, "partial_current_gas_total_mean": 118.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 26.31, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.375-Zn-0.625_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.375-Zn-0.625", "voltage_mean": 3.55, "voltage_std": 0, "xrf composition": "Ag-0.413-Zn-0.587"}, {"Ag": 0.413, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.587, "batch date": 240802, "batch number": 11, "cost_per_gram": 844.82, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 47.54, "fe_co_std": 0, "fe_gas_total_mean": 74.59, "fe_gas_total_std": 0, "fe_h2_mean": 27.01, "fe_h2_std": 0, "fe_liquid_mean": 25.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 95.08, "max_partial_current_gas_total_mean": 236.31, "max_partial_current_h2_mean": 202.05, "max_partial_current_liquid_mean": 63.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 95.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 149.18, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 54.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 50.82, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.375-Zn-0.625_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.375-Zn-0.625", "voltage_mean": 3.71, "voltage_std": 0, "xrf composition": "Ag-0.413-Zn-0.587"}, {"Ag": 0.413, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.587, "batch date": 240802, "batch number": 11, "cost_per_gram": 844.82, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 11.34, "fe_co_std": 0, "fe_gas_total_mean": 78.77, "fe_gas_total_std": 0, "fe_h2_mean": 67.35, "fe_h2_std": 0, "fe_liquid_mean": 21.23, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 95.08, "max_partial_current_gas_total_mean": 236.31, "max_partial_current_h2_mean": 202.05, "max_partial_current_liquid_mean": 63.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.21, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.02, "partial_current_co_std": 0, "partial_current_gas_total_mean": 236.31, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 202.05, "partial_current_h2_std": 0, "partial_current_liquid_mean": 63.69, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.375-Zn-0.625_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.375-Zn-0.625", "voltage_mean": 3.93, "voltage_std": 0, "xrf composition": "Ag-0.413-Zn-0.587"}, {"Ag": 0.424, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.576, "batch date": 240802, "batch number": 11, "cost_per_gram": 862.4, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp11_240802_Ag-0.4-Zn-0.6_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Zn-0.6", "voltage_mean": 3.17, "voltage_std": 0, "xrf composition": "Ag-0.424-Zn-0.576"}, {"Ag": 0.424, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.576, "batch date": 240802, "batch number": 11, "cost_per_gram": 862.4, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 63.49, "fe_co_std": 0, "fe_gas_total_mean": 81.5, "fe_gas_total_std": 0, "fe_h2_mean": 17.96, "fe_h2_std": 0, "fe_liquid_mean": 18.5, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 89.86, "max_partial_current_gas_total_mean": 198.96, "max_partial_current_h2_mean": 127.83, "max_partial_current_liquid_mean": 101.04, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 40.75, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 8.98, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.25, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.4-Zn-0.6_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Zn-0.6", "voltage_mean": 3.09, "voltage_std": 0, "xrf composition": "Ag-0.424-Zn-0.576"}, {"Ag": 0.424, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.576, "batch date": 240802, "batch number": 11, "cost_per_gram": 862.4, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 59.4, "fe_co_std": 0, "fe_gas_total_mean": 77.84, "fe_gas_total_std": 0, "fe_h2_mean": 18.41, "fe_h2_std": 0, "fe_liquid_mean": 22.16, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 89.86, "max_partial_current_gas_total_mean": 198.96, "max_partial_current_h2_mean": 127.83, "max_partial_current_liquid_mean": 101.04, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 59.4, "partial_current_co_std": 0, "partial_current_gas_total_mean": 77.84, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 18.41, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.16, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.4-Zn-0.6_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Zn-0.6", "voltage_mean": 3.36, "voltage_std": 0, "xrf composition": "Ag-0.424-Zn-0.576"}, {"Ag": 0.424, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.576, "batch date": 240802, "batch number": 11, "cost_per_gram": 862.4, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 56.39, "fe_co_std": 0, "fe_gas_total_mean": 74.15, "fe_gas_total_std": 0, "fe_h2_mean": 17.73, "fe_h2_std": 0, "fe_liquid_mean": 25.85, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 89.86, "max_partial_current_gas_total_mean": 198.96, "max_partial_current_h2_mean": 127.83, "max_partial_current_liquid_mean": 101.04, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 84.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 111.22, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 26.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 38.78, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.4-Zn-0.6_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Zn-0.6", "voltage_mean": 3.55, "voltage_std": 0, "xrf composition": "Ag-0.424-Zn-0.576"}, {"Ag": 0.424, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.576, "batch date": 240802, "batch number": 11, "cost_per_gram": 862.4, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 44.93, "fe_co_std": 0, "fe_gas_total_mean": 69.69, "fe_gas_total_std": 0, "fe_h2_mean": 24.72, "fe_h2_std": 0, "fe_liquid_mean": 30.31, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 89.86, "max_partial_current_gas_total_mean": 198.96, "max_partial_current_h2_mean": 127.83, "max_partial_current_liquid_mean": 101.04, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 89.86, "partial_current_co_std": 0, "partial_current_gas_total_mean": 139.38, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 49.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 60.62, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.4-Zn-0.6_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Zn-0.6", "voltage_mean": 3.72, "voltage_std": 0, "xrf composition": "Ag-0.424-Zn-0.576"}, {"Ag": 0.424, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.576, "batch date": 240802, "batch number": 11, "cost_per_gram": 862.4, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 23.63, "fe_co_std": 0, "fe_gas_total_mean": 66.32, "fe_gas_total_std": 0, "fe_h2_mean": 42.61, "fe_h2_std": 0, "fe_liquid_mean": 33.68, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 89.86, "max_partial_current_gas_total_mean": 198.96, "max_partial_current_h2_mean": 127.83, "max_partial_current_liquid_mean": 101.04, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.21, "partial_current_ch4_std": 0, "partial_current_co_mean": 70.89, "partial_current_co_std": 0, "partial_current_gas_total_mean": 198.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 127.83, "partial_current_h2_std": 0, "partial_current_liquid_mean": 101.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.4-Zn-0.6_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Zn-0.6", "voltage_mean": 3.93, "voltage_std": 0, "xrf composition": "Ag-0.424-Zn-0.576"}, {"Ag": 0.478, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.522, "batch date": 240802, "batch number": 11, "cost_per_gram": 945.9, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp11_240802_Ag-0.429-Zn-0.571_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.429-Zn-0.571", "voltage_mean": 3.205, "voltage_std": 0.0777817459305203, "xrf composition": "Ag-0.478-Zn-0.522"}, {"Ag": 0.478, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.522, "batch date": 240802, "batch number": 11, "cost_per_gram": 945.9, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 83.56, "fe_co_std": 14.61, "fe_gas_total_mean": 95.54, "fe_gas_total_std": 14.47, "fe_h2_mean": 11.94, "fe_h2_std": 0.16, "fe_liquid_mean": 7.34, "fe_liquid_std": 10.39, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 127, "max_partial_current_gas_total_mean": 222.04, "max_partial_current_h2_mean": 99.7, "max_partial_current_liquid_mean": 77.96, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 41.78, "partial_current_co_std": 7.3, "partial_current_gas_total_mean": 47.77, "partial_current_gas_total_std": 7.24, "partial_current_h2_mean": 5.97, "partial_current_h2_std": 0.08, "partial_current_liquid_mean": 3.67, "partial_current_liquid_std": 5.19, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.429-Zn-0.571_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.429-Zn-0.571", "voltage_mean": 3.13, "voltage_std": 0.08485281374238578, "xrf composition": "Ag-0.478-Zn-0.522"}, {"Ag": 0.478, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.522, "batch date": 240802, "batch number": 11, "cost_per_gram": 945.9, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 76.05, "fe_co_std": 5.3, "fe_gas_total_mean": 87.35, "fe_gas_total_std": 4.74, "fe_h2_mean": 11.28, "fe_h2_std": 0.57, "fe_liquid_mean": 12.65, "fe_liquid_std": 4.74, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 127, "max_partial_current_gas_total_mean": 222.04, "max_partial_current_h2_mean": 99.7, "max_partial_current_liquid_mean": 77.96, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 76.05, "partial_current_co_std": 5.3, "partial_current_gas_total_mean": 87.35, "partial_current_gas_total_std": 4.74, "partial_current_h2_mean": 11.28, "partial_current_h2_std": 0.57, "partial_current_liquid_mean": 12.65, "partial_current_liquid_std": 4.74, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.429-Zn-0.571_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.429-Zn-0.571", "voltage_mean": 3.415, "voltage_std": 0.0919238815542511, "xrf composition": "Ag-0.478-Zn-0.522"}, {"Ag": 0.478, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.522, "batch date": 240802, "batch number": 11, "cost_per_gram": 945.9, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 70.9, "fe_co_std": 4.69, "fe_gas_total_mean": 84.84, "fe_gas_total_std": 4.79, "fe_h2_mean": 13.92, "fe_h2_std": 0.11, "fe_liquid_mean": 15.16, "fe_liquid_std": 4.79, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 127, "max_partial_current_gas_total_mean": 222.04, "max_partial_current_h2_mean": 99.7, "max_partial_current_liquid_mean": 77.96, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 106.36, "partial_current_co_std": 7.03, "partial_current_gas_total_mean": 127.27, "partial_current_gas_total_std": 7.18, "partial_current_h2_mean": 20.89, "partial_current_h2_std": 0.16, "partial_current_liquid_mean": 22.73, "partial_current_liquid_std": 7.18, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.429-Zn-0.571_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.429-Zn-0.571", "voltage_mean": 3.6, "voltage_std": 0.08485281374238578, "xrf composition": "Ag-0.478-Zn-0.522"}, {"Ag": 0.478, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.522, "batch date": 240802, "batch number": 11, "cost_per_gram": 945.9, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 63.5, "fe_co_std": 6.24, "fe_gas_total_mean": 82.14, "fe_gas_total_std": 5.62, "fe_h2_mean": 18.6, "fe_h2_std": 0.62, "fe_liquid_mean": 17.87, "fe_liquid_std": 5.62, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 127, "max_partial_current_gas_total_mean": 222.04, "max_partial_current_h2_mean": 99.7, "max_partial_current_liquid_mean": 77.96, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 127, "partial_current_co_std": 12.47, "partial_current_gas_total_mean": 164.27, "partial_current_gas_total_std": 11.24, "partial_current_h2_mean": 37.21, "partial_current_h2_std": 1.23, "partial_current_liquid_mean": 35.73, "partial_current_liquid_std": 11.24, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.429-Zn-0.571_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.429-Zn-0.571", "voltage_mean": 3.745, "voltage_std": 0.0777817459305203, "xrf composition": "Ag-0.478-Zn-0.522"}, {"Ag": 0.478, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.522, "batch date": 240802, "batch number": 11, "cost_per_gram": 945.9, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.03, "fe_co_mean": 40.72, "fe_co_std": 4.32, "fe_gas_total_mean": 74.02, "fe_gas_total_std": 5.18, "fe_h2_mean": 33.24, "fe_h2_std": 9.47, "fe_liquid_mean": 25.98, "fe_liquid_std": 5.18, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 127, "max_partial_current_gas_total_mean": 222.04, "max_partial_current_h2_mean": 99.7, "max_partial_current_liquid_mean": 77.96, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0.08, "partial_current_co_mean": 122.15, "partial_current_co_std": 12.96, "partial_current_gas_total_mean": 222.04, "partial_current_gas_total_std": 15.55, "partial_current_h2_mean": 99.7, "partial_current_h2_std": 28.4, "partial_current_liquid_mean": 77.96, "partial_current_liquid_std": 15.55, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.429-Zn-0.571_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.429-Zn-0.571", "voltage_mean": 4, "voltage_std": 0.05656854249492385, "xrf composition": "Ag-0.478-Zn-0.522"}, {"Ag": 0.575, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.425, "batch date": 240802, "batch number": 11, "cost_per_gram": 1085.19, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp11_240802_Ag-0.5-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Zn-0.5", "voltage_mean": 3.18, "voltage_std": 0, "xrf composition": "Ag-0.575-Zn-0.425"}, {"Ag": 0.575, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.425, "batch date": 240802, "batch number": 11, "cost_per_gram": 1085.19, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 90.84, "fe_co_std": 0, "fe_gas_total_mean": 109.81, "fe_gas_total_std": 0, "fe_h2_mean": 18.94, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 140.38, "max_partial_current_gas_total_mean": 246.6, "max_partial_current_h2_mean": 132.57, "max_partial_current_liquid_mean": 53.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 45.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 54.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 9.47, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.5-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Zn-0.5", "voltage_mean": 3.09, "voltage_std": 0, "xrf composition": "Ag-0.575-Zn-0.425"}, {"Ag": 0.575, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.425, "batch date": 240802, "batch number": 11, "cost_per_gram": 1085.19, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 82.49, "fe_co_std": 0, "fe_gas_total_mean": 101.67, "fe_gas_total_std": 0, "fe_h2_mean": 19.14, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 140.38, "max_partial_current_gas_total_mean": 246.6, "max_partial_current_h2_mean": 132.57, "max_partial_current_liquid_mean": 53.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 82.49, "partial_current_co_std": 0, "partial_current_gas_total_mean": 101.67, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 19.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.5-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Zn-0.5", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Ag-0.575-Zn-0.425"}, {"Ag": 0.575, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.425, "batch date": 240802, "batch number": 11, "cost_per_gram": 1085.19, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 75.97, "fe_co_std": 0, "fe_gas_total_mean": 97.96, "fe_gas_total_std": 0, "fe_h2_mean": 21.95, "fe_h2_std": 0, "fe_liquid_mean": 2.04, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 140.38, "max_partial_current_gas_total_mean": 246.6, "max_partial_current_h2_mean": 132.57, "max_partial_current_liquid_mean": 53.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 113.96, "partial_current_co_std": 0, "partial_current_gas_total_mean": 146.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 32.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 3.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.5-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Zn-0.5", "voltage_mean": 3.54, "voltage_std": 0, "xrf composition": "Ag-0.575-Zn-0.425"}, {"Ag": 0.575, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.425, "batch date": 240802, "batch number": 11, "cost_per_gram": 1085.19, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 70.19, "fe_co_std": 0, "fe_gas_total_mean": 96.02, "fe_gas_total_std": 0, "fe_h2_mean": 25.8, "fe_h2_std": 0, "fe_liquid_mean": 3.98, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 140.38, "max_partial_current_gas_total_mean": 246.6, "max_partial_current_h2_mean": 132.57, "max_partial_current_liquid_mean": 53.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 140.38, "partial_current_co_std": 0, "partial_current_gas_total_mean": 192.04, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 51.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.96, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.5-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Zn-0.5", "voltage_mean": 3.67, "voltage_std": 0, "xrf composition": "Ag-0.575-Zn-0.425"}, {"Ag": 0.575, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.425, "batch date": 240802, "batch number": 11, "cost_per_gram": 1085.19, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 37.91, "fe_co_std": 0, "fe_gas_total_mean": 82.2, "fe_gas_total_std": 0, "fe_h2_mean": 44.19, "fe_h2_std": 0, "fe_liquid_mean": 17.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 140.38, "max_partial_current_gas_total_mean": 246.6, "max_partial_current_h2_mean": 132.57, "max_partial_current_liquid_mean": 53.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.27, "partial_current_ch4_std": 0, "partial_current_co_mean": 113.73, "partial_current_co_std": 0, "partial_current_gas_total_mean": 246.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 132.57, "partial_current_h2_std": 0, "partial_current_liquid_mean": 53.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.5-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Zn-0.5", "voltage_mean": 3.88, "voltage_std": 0, "xrf composition": "Ag-0.575-Zn-0.425"}, {"Ag": 0.746, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.254, "batch date": 240802, "batch number": 11, "cost_per_gram": 1301.94, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp11_240802_Ag-0.6-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.6-Zn-0.4", "voltage_mean": 3.08, "voltage_std": 0, "xrf composition": "Ag-0.746-Zn-0.254"}, {"Ag": 0.746, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.254, "batch date": 240802, "batch number": 11, "cost_per_gram": 1301.94, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 88.61, "fe_co_std": 0, "fe_gas_total_mean": 98.31, "fe_gas_total_std": 0, "fe_h2_mean": 9.67, "fe_h2_std": 0, "fe_liquid_mean": 1.69, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 133.46, "max_partial_current_gas_total_mean": 207.6, "max_partial_current_h2_mean": 96.39, "max_partial_current_liquid_mean": 92.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 44.3, "partial_current_co_std": 0, "partial_current_gas_total_mean": 49.16, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 4.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0.84, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.6-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.6-Zn-0.4", "voltage_mean": 3.01, "voltage_std": 0, "xrf composition": "Ag-0.746-Zn-0.254"}, {"Ag": 0.746, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.254, "batch date": 240802, "batch number": 11, "cost_per_gram": 1301.94, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 79.07, "fe_co_std": 0, "fe_gas_total_mean": 86.8, "fe_gas_total_std": 0, "fe_h2_mean": 7.72, "fe_h2_std": 0, "fe_liquid_mean": 13.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 133.46, "max_partial_current_gas_total_mean": 207.6, "max_partial_current_h2_mean": 96.39, "max_partial_current_liquid_mean": 92.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 79.07, "partial_current_co_std": 0, "partial_current_gas_total_mean": 86.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 7.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.6-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.6-Zn-0.4", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Ag-0.746-Zn-0.254"}, {"Ag": 0.746, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.254, "batch date": 240802, "batch number": 11, "cost_per_gram": 1301.94, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 73.69, "fe_co_std": 0, "fe_gas_total_mean": 83.45, "fe_gas_total_std": 0, "fe_h2_mean": 9.75, "fe_h2_std": 0, "fe_liquid_mean": 16.55, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 133.46, "max_partial_current_gas_total_mean": 207.6, "max_partial_current_h2_mean": 96.39, "max_partial_current_liquid_mean": 92.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 110.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 125.18, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 14.62, "partial_current_h2_std": 0, "partial_current_liquid_mean": 24.82, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.6-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.6-Zn-0.4", "voltage_mean": 3.48, "voltage_std": 0, "xrf composition": "Ag-0.746-Zn-0.254"}, {"Ag": 0.746, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.254, "batch date": 240802, "batch number": 11, "cost_per_gram": 1301.94, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 66.73, "fe_co_std": 0, "fe_gas_total_mean": 79.14, "fe_gas_total_std": 0, "fe_h2_mean": 12.4, "fe_h2_std": 0, "fe_liquid_mean": 20.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 133.46, "max_partial_current_gas_total_mean": 207.6, "max_partial_current_h2_mean": 96.39, "max_partial_current_liquid_mean": 92.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 133.46, "partial_current_co_std": 0, "partial_current_gas_total_mean": 158.28, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 24.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 41.72, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.6-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.6-Zn-0.4", "voltage_mean": 3.63, "voltage_std": 0, "xrf composition": "Ag-0.746-Zn-0.254"}, {"Ag": 0.746, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.254, "batch date": 240802, "batch number": 11, "cost_per_gram": 1301.94, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 36.98, "fe_co_std": 0, "fe_gas_total_mean": 69.2, "fe_gas_total_std": 0, "fe_h2_mean": 32.13, "fe_h2_std": 0, "fe_liquid_mean": 30.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 133.46, "max_partial_current_gas_total_mean": 207.6, "max_partial_current_h2_mean": 96.39, "max_partial_current_liquid_mean": 92.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0, "partial_current_co_mean": 110.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 207.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 96.39, "partial_current_h2_std": 0, "partial_current_liquid_mean": 92.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.6-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.6-Zn-0.4", "voltage_mean": 3.91, "voltage_std": 0, "xrf composition": "Ag-0.746-Zn-0.254"}, {"Ag": 0.829, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.171, "batch date": 240802, "batch number": 11, "cost_per_gram": 1395.86, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp11_240802_Ag-0.667-Zn-0.333_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.667-Zn-0.333", "voltage_mean": 3.16, "voltage_std": 0.1131370849898477, "xrf composition": "Ag-0.829-Zn-0.171"}, {"Ag": 0.829, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.171, "batch date": 240802, "batch number": 11, "cost_per_gram": 1395.86, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 90.7, "fe_co_std": 3.38, "fe_gas_total_mean": 106.06, "fe_gas_total_std": 0.8, "fe_h2_mean": 15.34, "fe_h2_std": 4.17, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.32, "max_partial_current_co_mean": 122.76, "max_partial_current_gas_total_mean": 235.85, "max_partial_current_h2_mean": 147.58, "max_partial_current_liquid_mean": 64.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 45.35, "partial_current_co_std": 1.69, "partial_current_gas_total_mean": 53.03, "partial_current_gas_total_std": 0.4, "partial_current_h2_mean": 7.67, "partial_current_h2_std": 2.09, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.667-Zn-0.333_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.667-Zn-0.333", "voltage_mean": 3.14, "voltage_std": 0, "xrf composition": "Ag-0.829-Zn-0.171"}, {"Ag": 0.829, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.171, "batch date": 240802, "batch number": 11, "cost_per_gram": 1395.86, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 74.54, "fe_co_std": 6.19, "fe_gas_total_mean": 89.72, "fe_gas_total_std": 1.73, "fe_h2_mean": 15.16, "fe_h2_std": 7.91, "fe_liquid_mean": 10.28, "fe_liquid_std": 1.73, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.32, "max_partial_current_co_mean": 122.76, "max_partial_current_gas_total_mean": 235.85, "max_partial_current_h2_mean": 147.58, "max_partial_current_liquid_mean": 64.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 74.54, "partial_current_co_std": 6.19, "partial_current_gas_total_mean": 89.72, "partial_current_gas_total_std": 1.73, "partial_current_h2_mean": 15.16, "partial_current_h2_std": 7.91, "partial_current_liquid_mean": 10.28, "partial_current_liquid_std": 1.73, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.667-Zn-0.333_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.667-Zn-0.333", "voltage_mean": 3.4450000000000003, "voltage_std": 0.021213203435596444, "xrf composition": "Ag-0.829-Zn-0.171"}, {"Ag": 0.829, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.171, "batch date": 240802, "batch number": 11, "cost_per_gram": 1395.86, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 68.69, "fe_co_std": 7.18, "fe_gas_total_mean": 87.61, "fe_gas_total_std": 3.63, "fe_h2_mean": 18.89, "fe_h2_std": 10.8, "fe_liquid_mean": 12.39, "fe_liquid_std": 3.63, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.32, "max_partial_current_co_mean": 122.76, "max_partial_current_gas_total_mean": 235.85, "max_partial_current_h2_mean": 147.58, "max_partial_current_liquid_mean": 64.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 103.04, "partial_current_co_std": 10.77, "partial_current_gas_total_mean": 131.42, "partial_current_gas_total_std": 5.45, "partial_current_h2_mean": 28.34, "partial_current_h2_std": 16.21, "partial_current_liquid_mean": 18.58, "partial_current_liquid_std": 5.45, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.667-Zn-0.333_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.667-Zn-0.333", "voltage_mean": 3.5949999999999998, "voltage_std": 0.021213203435596132, "xrf composition": "Ag-0.829-Zn-0.171"}, {"Ag": 0.829, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.171, "batch date": 240802, "batch number": 11, "cost_per_gram": 1395.86, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 61.38, "fe_co_std": 5.12, "fe_gas_total_mean": 84.78, "fe_gas_total_std": 7.72, "fe_h2_mean": 23.38, "fe_h2_std": 12.83, "fe_liquid_mean": 15.22, "fe_liquid_std": 7.72, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.32, "max_partial_current_co_mean": 122.76, "max_partial_current_gas_total_mean": 235.85, "max_partial_current_h2_mean": 147.58, "max_partial_current_liquid_mean": 64.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 122.76, "partial_current_co_std": 10.24, "partial_current_gas_total_mean": 169.56, "partial_current_gas_total_std": 15.44, "partial_current_h2_mean": 46.75, "partial_current_h2_std": 25.67, "partial_current_liquid_mean": 30.44, "partial_current_liquid_std": 15.44, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.667-Zn-0.333_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.667-Zn-0.333", "voltage_mean": 3.73, "voltage_std": 0.028284271247461926, "xrf composition": "Ag-0.829-Zn-0.171"}, {"Ag": 0.829, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.171, "batch date": 240802, "batch number": 11, "cost_per_gram": 1395.86, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0.02, "fe_co_mean": 29.3, "fe_co_std": 2.75, "fe_gas_total_mean": 78.62, "fe_gas_total_std": 8.99, "fe_h2_mean": 49.19, "fe_h2_std": 11.72, "fe_liquid_mean": 21.38, "fe_liquid_std": 8.99, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.32, "max_partial_current_co_mean": 122.76, "max_partial_current_gas_total_mean": 235.85, "max_partial_current_h2_mean": 147.58, "max_partial_current_liquid_mean": 64.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.32, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 87.92, "partial_current_co_std": 8.25, "partial_current_gas_total_mean": 235.85, "partial_current_gas_total_std": 26.96, "partial_current_h2_mean": 147.58, "partial_current_h2_std": 35.15, "partial_current_liquid_mean": 64.15, "partial_current_liquid_std": 26.96, "reaction": "CO2R", "sample id": "vsp11_240802_Ag-0.667-Zn-0.333_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.667-Zn-0.333", "voltage_mean": 3.965, "voltage_std": 0.021213203435596132, "xrf composition": "Ag-0.829-Zn-0.171"}, {"Ag": 0.258, "Au": 0.313, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.429, "batch date": 240823, "batch number": 13, "cost_per_gram": 68140.13, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.067-Au-0.533-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.067-Au-0.533-Zn-0.4", "voltage_mean": 3.02, "voltage_std": 0, "xrf composition": "Ag-0.258-Au-0.313-Zn-0.429"}, {"Ag": 0.258, "Au": 0.313, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.429, "batch date": 240823, "batch number": 13, "cost_per_gram": 68140.13, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 2, "fe_co_std": 0, "fe_gas_total_mean": 81.72, "fe_gas_total_std": 0, "fe_h2_mean": 79.71, "fe_h2_std": 0, "fe_liquid_mean": 18.28, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 8.2, "max_partial_current_gas_total_mean": 237.24, "max_partial_current_h2_mean": 232.38, "max_partial_current_liquid_mean": 62.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 40.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 39.85, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.067-Au-0.533-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.067-Au-0.533-Zn-0.4", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Ag-0.258-Au-0.313-Zn-0.429"}, {"Ag": 0.258, "Au": 0.313, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.429, "batch date": 240823, "batch number": 13, "cost_per_gram": 68140.13, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.24, "fe_co_std": 0, "fe_gas_total_mean": 79.97, "fe_gas_total_std": 0, "fe_h2_mean": 75.72, "fe_h2_std": 0, "fe_liquid_mean": 20.03, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 8.2, "max_partial_current_gas_total_mean": 237.24, "max_partial_current_h2_mean": 232.38, "max_partial_current_liquid_mean": 62.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.24, "partial_current_co_std": 0, "partial_current_gas_total_mean": 79.97, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 75.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.03, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.067-Au-0.533-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.067-Au-0.533-Zn-0.4", "voltage_mean": 3.29, "voltage_std": 0, "xrf composition": "Ag-0.258-Au-0.313-Zn-0.429"}, {"Ag": 0.258, "Au": 0.313, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.429, "batch date": 240823, "batch number": 13, "cost_per_gram": 68140.13, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.79, "fe_co_std": 0, "fe_gas_total_mean": 78.87, "fe_gas_total_std": 0, "fe_h2_mean": 74.07, "fe_h2_std": 0, "fe_liquid_mean": 21.13, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 8.2, "max_partial_current_gas_total_mean": 237.24, "max_partial_current_h2_mean": 232.38, "max_partial_current_liquid_mean": 62.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.18, "partial_current_co_std": 0, "partial_current_gas_total_mean": 118.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 111.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.067-Au-0.533-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.067-Au-0.533-Zn-0.4", "voltage_mean": 3.52, "voltage_std": 0, "xrf composition": "Ag-0.258-Au-0.313-Zn-0.429"}, {"Ag": 0.258, "Au": 0.313, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.429, "batch date": 240823, "batch number": 13, "cost_per_gram": 68140.13, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.1, "fe_co_std": 0, "fe_gas_total_mean": 77.66, "fe_gas_total_std": 0, "fe_h2_mean": 73.54, "fe_h2_std": 0, "fe_liquid_mean": 22.34, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 8.2, "max_partial_current_gas_total_mean": 237.24, "max_partial_current_h2_mean": 232.38, "max_partial_current_liquid_mean": 62.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.2, "partial_current_co_std": 0, "partial_current_gas_total_mean": 155.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 147.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 44.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.067-Au-0.533-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.067-Au-0.533-Zn-0.4", "voltage_mean": 3.66, "voltage_std": 0, "xrf composition": "Ag-0.258-Au-0.313-Zn-0.429"}, {"Ag": 0.258, "Au": 0.313, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.429, "batch date": 240823, "batch number": 13, "cost_per_gram": 68140.13, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 1.62, "fe_co_std": 0, "fe_gas_total_mean": 79.08, "fe_gas_total_std": 0, "fe_h2_mean": 77.46, "fe_h2_std": 0, "fe_liquid_mean": 20.92, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 8.2, "max_partial_current_gas_total_mean": 237.24, "max_partial_current_h2_mean": 232.38, "max_partial_current_liquid_mean": 62.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.86, "partial_current_co_std": 0, "partial_current_gas_total_mean": 237.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 232.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 62.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.067-Au-0.533-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.067-Au-0.533-Zn-0.4", "voltage_mean": 3.83, "voltage_std": 0, "xrf composition": "Ag-0.258-Au-0.313-Zn-0.429"}, {"Ag": 0.364, "Au": 0.084, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.552, "batch date": 240823, "batch number": 13, "cost_per_gram": 23930.92, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.16, "voltage_std": 0, "xrf composition": "Ag-0.364-Au-0.084-Zn-0.552"}, {"Ag": 0.364, "Au": 0.084, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.552, "batch date": 240823, "batch number": 13, "cost_per_gram": 23930.92, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 35.41, "fe_co_std": 0, "fe_gas_total_mean": 83.12, "fe_gas_total_std": 0, "fe_h2_mean": 47.7, "fe_h2_std": 0, "fe_liquid_mean": 16.88, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 62.66, "max_partial_current_gas_total_mean": 231.09, "max_partial_current_h2_mean": 179.58, "max_partial_current_liquid_mean": 68.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.7, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 23.85, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.07, "voltage_std": 0, "xrf composition": "Ag-0.364-Au-0.084-Zn-0.552"}, {"Ag": 0.364, "Au": 0.084, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.552, "batch date": 240823, "batch number": 13, "cost_per_gram": 23930.92, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 43.98, "fe_co_std": 0, "fe_gas_total_mean": 82.36, "fe_gas_total_std": 0, "fe_h2_mean": 38.37, "fe_h2_std": 0, "fe_liquid_mean": 17.64, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 62.66, "max_partial_current_gas_total_mean": 231.09, "max_partial_current_h2_mean": 179.58, "max_partial_current_liquid_mean": 68.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 43.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 82.36, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 38.37, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.64, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.39, "voltage_std": 0, "xrf composition": "Ag-0.364-Au-0.084-Zn-0.552"}, {"Ag": 0.364, "Au": 0.084, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.552, "batch date": 240823, "batch number": 13, "cost_per_gram": 23930.92, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 38.36, "fe_co_std": 0, "fe_gas_total_mean": 79.48, "fe_gas_total_std": 0, "fe_h2_mean": 41.1, "fe_h2_std": 0, "fe_liquid_mean": 20.52, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 62.66, "max_partial_current_gas_total_mean": 231.09, "max_partial_current_h2_mean": 179.58, "max_partial_current_liquid_mean": 68.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 57.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 119.22, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 61.65, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.78, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Ag-0.364-Au-0.084-Zn-0.552"}, {"Ag": 0.364, "Au": 0.084, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.552, "batch date": 240823, "batch number": 13, "cost_per_gram": 23930.92, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 31.33, "fe_co_std": 0, "fe_gas_total_mean": 87.08, "fe_gas_total_std": 0, "fe_h2_mean": 55.74, "fe_h2_std": 0, "fe_liquid_mean": 12.92, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 62.66, "max_partial_current_gas_total_mean": 231.09, "max_partial_current_h2_mean": 179.58, "max_partial_current_liquid_mean": 68.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 62.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 174.16, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 111.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.84, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.67, "voltage_std": 0, "xrf composition": "Ag-0.364-Au-0.084-Zn-0.552"}, {"Ag": 0.364, "Au": 0.084, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.552, "batch date": 240823, "batch number": 13, "cost_per_gram": 23930.92, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 17.14, "fe_co_std": 0, "fe_gas_total_mean": 77.03, "fe_gas_total_std": 0, "fe_h2_mean": 59.86, "fe_h2_std": 0, "fe_liquid_mean": 22.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 62.66, "max_partial_current_gas_total_mean": 231.09, "max_partial_current_h2_mean": 179.58, "max_partial_current_liquid_mean": 68.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 51.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 231.09, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 179.58, "partial_current_h2_std": 0, "partial_current_liquid_mean": 68.91, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.86, "voltage_std": 0, "xrf composition": "Ag-0.364-Au-0.084-Zn-0.552"}, {"Ag": 0.231, "Au": 0.259, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.51, "batch date": 240823, "batch number": 13, "cost_per_gram": 60670.07, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.09, "voltage_std": 0, "xrf composition": "Ag-0.231-Au-0.259-Zn-0.51"}, {"Ag": 0.231, "Au": 0.259, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.51, "batch date": 240823, "batch number": 13, "cost_per_gram": 60670.07, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 43.85, "fe_co_std": 0, "fe_gas_total_mean": 88.55, "fe_gas_total_std": 0, "fe_h2_mean": 44.68, "fe_h2_std": 0, "fe_liquid_mean": 11.45, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 74.6, "max_partial_current_gas_total_mean": 242.91, "max_partial_current_h2_mean": 189.54, "max_partial_current_liquid_mean": 57.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.92, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.28, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 22.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.72, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 2.95, "voltage_std": 0, "xrf composition": "Ag-0.231-Au-0.259-Zn-0.51"}, {"Ag": 0.231, "Au": 0.259, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.51, "batch date": 240823, "batch number": 13, "cost_per_gram": 60670.07, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 48.92, "fe_co_std": 0, "fe_gas_total_mean": 84.34, "fe_gas_total_std": 0, "fe_h2_mean": 35.4, "fe_h2_std": 0, "fe_liquid_mean": 15.66, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 74.6, "max_partial_current_gas_total_mean": 242.91, "max_partial_current_h2_mean": 189.54, "max_partial_current_liquid_mean": 57.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 48.92, "partial_current_co_std": 0, "partial_current_gas_total_mean": 84.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.4, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.24, "voltage_std": 0, "xrf composition": "Ag-0.231-Au-0.259-Zn-0.51"}, {"Ag": 0.231, "Au": 0.259, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.51, "batch date": 240823, "batch number": 13, "cost_per_gram": 60670.07, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 44.49, "fe_co_std": 0, "fe_gas_total_mean": 87.59, "fe_gas_total_std": 0, "fe_h2_mean": 43.08, "fe_h2_std": 0, "fe_liquid_mean": 12.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 74.6, "max_partial_current_gas_total_mean": 242.91, "max_partial_current_h2_mean": 189.54, "max_partial_current_liquid_mean": 57.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 66.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 131.38, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 64.62, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.61, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Ag-0.231-Au-0.259-Zn-0.51"}, {"Ag": 0.231, "Au": 0.259, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.51, "batch date": 240823, "batch number": 13, "cost_per_gram": 60670.07, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 37.3, "fe_co_std": 0, "fe_gas_total_mean": 87.91, "fe_gas_total_std": 0, "fe_h2_mean": 50.6, "fe_h2_std": 0, "fe_liquid_mean": 12.09, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 74.6, "max_partial_current_gas_total_mean": 242.91, "max_partial_current_h2_mean": 189.54, "max_partial_current_liquid_mean": 57.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 74.6, "partial_current_co_std": 0, "partial_current_gas_total_mean": 175.82, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 101.2, "partial_current_h2_std": 0, "partial_current_liquid_mean": 24.18, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.55, "voltage_std": 0, "xrf composition": "Ag-0.231-Au-0.259-Zn-0.51"}, {"Ag": 0.231, "Au": 0.259, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.51, "batch date": 240823, "batch number": 13, "cost_per_gram": 60670.07, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 17.78, "fe_co_std": 0, "fe_gas_total_mean": 80.97, "fe_gas_total_std": 0, "fe_h2_mean": 63.18, "fe_h2_std": 0, "fe_liquid_mean": 19.03, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 74.6, "max_partial_current_gas_total_mean": 242.91, "max_partial_current_h2_mean": 189.54, "max_partial_current_liquid_mean": 57.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 53.34, "partial_current_co_std": 0, "partial_current_gas_total_mean": 242.91, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 189.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 57.09, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.76, "voltage_std": 0, "xrf composition": "Ag-0.231-Au-0.259-Zn-0.51"}, {"Ag": 0.352, "Au": 0.199, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.45, "batch date": 240823, "batch number": 13, "cost_per_gram": 48068.52, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.05, "voltage_std": 0, "xrf composition": "Ag-0.352-Au-0.199-Zn-0.45"}, {"Ag": 0.352, "Au": 0.199, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.45, "batch date": 240823, "batch number": 13, "cost_per_gram": 48068.52, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 51.48, "fe_co_std": 0, "fe_gas_total_mean": 73.39, "fe_gas_total_std": 0, "fe_h2_mean": 21.88, "fe_h2_std": 0, "fe_liquid_mean": 26.61, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.49, "max_partial_current_gas_total_mean": 231.39, "max_partial_current_h2_mean": 204, "max_partial_current_liquid_mean": 68.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 36.7, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 10.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.3, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 2.9, "voltage_std": 0, "xrf composition": "Ag-0.352-Au-0.199-Zn-0.45"}, {"Ag": 0.352, "Au": 0.199, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.45, "batch date": 240823, "batch number": 13, "cost_per_gram": 48068.52, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 56.06, "fe_co_std": 0, "fe_gas_total_mean": 78.43, "fe_gas_total_std": 0, "fe_h2_mean": 22.37, "fe_h2_std": 0, "fe_liquid_mean": 21.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.49, "max_partial_current_gas_total_mean": 231.39, "max_partial_current_h2_mean": 204, "max_partial_current_liquid_mean": 68.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 56.06, "partial_current_co_std": 0, "partial_current_gas_total_mean": 78.43, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 22.37, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.19, "voltage_std": 0, "xrf composition": "Ag-0.352-Au-0.199-Zn-0.45"}, {"Ag": 0.352, "Au": 0.199, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.45, "batch date": 240823, "batch number": 13, "cost_per_gram": 48068.52, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 47.66, "fe_co_std": 0, "fe_gas_total_mean": 75.06, "fe_gas_total_std": 0, "fe_h2_mean": 27.4, "fe_h2_std": 0, "fe_liquid_mean": 24.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.49, "max_partial_current_gas_total_mean": 231.39, "max_partial_current_h2_mean": 204, "max_partial_current_liquid_mean": 68.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 71.49, "partial_current_co_std": 0, "partial_current_gas_total_mean": 112.59, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 41.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 37.41, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.4, "voltage_std": 0, "xrf composition": "Ag-0.352-Au-0.199-Zn-0.45"}, {"Ag": 0.352, "Au": 0.199, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.45, "batch date": 240823, "batch number": 13, "cost_per_gram": 48068.52, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 33.44, "fe_co_std": 0, "fe_gas_total_mean": 73.66, "fe_gas_total_std": 0, "fe_h2_mean": 40.21, "fe_h2_std": 0, "fe_liquid_mean": 26.34, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.49, "max_partial_current_gas_total_mean": 231.39, "max_partial_current_h2_mean": 204, "max_partial_current_liquid_mean": 68.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 66.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 147.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 80.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 52.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.6, "voltage_std": 0, "xrf composition": "Ag-0.352-Au-0.199-Zn-0.45"}, {"Ag": 0.352, "Au": 0.199, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.45, "batch date": 240823, "batch number": 13, "cost_per_gram": 48068.52, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 9.11, "fe_co_std": 0, "fe_gas_total_mean": 77.13, "fe_gas_total_std": 0, "fe_h2_mean": 68, "fe_h2_std": 0, "fe_liquid_mean": 22.87, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.49, "max_partial_current_gas_total_mean": 231.39, "max_partial_current_h2_mean": 204, "max_partial_current_liquid_mean": 68.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.33, "partial_current_co_std": 0, "partial_current_gas_total_mean": 231.39, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 204, "partial_current_h2_std": 0, "partial_current_liquid_mean": 68.61, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.125-Au-0.125-Zn-0.75_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.125-Zn-0.75", "voltage_mean": 3.86, "voltage_std": 0, "xrf composition": "Ag-0.352-Au-0.199-Zn-0.45"}, {"Ag": 0.382, "Au": 0.072, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.546, "batch date": 240823, "batch number": 13, "cost_per_gram": 20825.89, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.2-Au-0.4-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.2-Au-0.4-Zn-0.4", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Ag-0.382-Au-0.072-Zn-0.546"}, {"Ag": 0.382, "Au": 0.072, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.546, "batch date": 240823, "batch number": 13, "cost_per_gram": 20825.89, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.77, "fe_co_std": 0, "fe_gas_total_mean": 83.66, "fe_gas_total_std": 0, "fe_h2_mean": 79.88, "fe_h2_std": 0, "fe_liquid_mean": 16.34, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.96, "max_partial_current_gas_total_mean": 226.8, "max_partial_current_h2_mean": 212.46, "max_partial_current_liquid_mean": 73.2, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 1.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.83, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 39.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.17, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.2-Au-0.4-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.2-Au-0.4-Zn-0.4", "voltage_mean": 2.76, "voltage_std": 0, "xrf composition": "Ag-0.382-Au-0.072-Zn-0.546"}, {"Ag": 0.382, "Au": 0.072, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.546, "batch date": 240823, "batch number": 13, "cost_per_gram": 20825.89, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.77, "fe_co_std": 0, "fe_gas_total_mean": 77.65, "fe_gas_total_std": 0, "fe_h2_mean": 69.88, "fe_h2_std": 0, "fe_liquid_mean": 22.35, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.96, "max_partial_current_gas_total_mean": 226.8, "max_partial_current_h2_mean": 212.46, "max_partial_current_liquid_mean": 73.2, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.77, "partial_current_co_std": 0, "partial_current_gas_total_mean": 77.65, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 69.88, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.35, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.2-Au-0.4-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.2-Au-0.4-Zn-0.4", "voltage_mean": 3.09, "voltage_std": 0, "xrf composition": "Ag-0.382-Au-0.072-Zn-0.546"}, {"Ag": 0.382, "Au": 0.072, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.546, "batch date": 240823, "batch number": 13, "cost_per_gram": 20825.89, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.59, "fe_co_std": 0, "fe_gas_total_mean": 76.01, "fe_gas_total_std": 0, "fe_h2_mean": 67.42, "fe_h2_std": 0, "fe_liquid_mean": 23.99, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.96, "max_partial_current_gas_total_mean": 226.8, "max_partial_current_h2_mean": 212.46, "max_partial_current_liquid_mean": 73.2, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 114.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 101.13, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.2-Au-0.4-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.2-Au-0.4-Zn-0.4", "voltage_mean": 3.31, "voltage_std": 0, "xrf composition": "Ag-0.382-Au-0.072-Zn-0.546"}, {"Ag": 0.382, "Au": 0.072, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.546, "batch date": 240823, "batch number": 13, "cost_per_gram": 20825.89, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.48, "fe_co_std": 0, "fe_gas_total_mean": 81.04, "fe_gas_total_std": 0, "fe_h2_mean": 73.55, "fe_h2_std": 0, "fe_liquid_mean": 18.96, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.96, "max_partial_current_gas_total_mean": 226.8, "max_partial_current_h2_mean": 212.46, "max_partial_current_liquid_mean": 73.2, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.96, "partial_current_co_std": 0, "partial_current_gas_total_mean": 162.08, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 147.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 37.92, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.2-Au-0.4-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.2-Au-0.4-Zn-0.4", "voltage_mean": 3.48, "voltage_std": 0, "xrf composition": "Ag-0.382-Au-0.072-Zn-0.546"}, {"Ag": 0.382, "Au": 0.072, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.546, "batch date": 240823, "batch number": 13, "cost_per_gram": 20825.89, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.77, "fe_co_std": 0, "fe_gas_total_mean": 75.6, "fe_gas_total_std": 0, "fe_h2_mean": 70.82, "fe_h2_std": 0, "fe_liquid_mean": 24.4, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.96, "max_partial_current_gas_total_mean": 226.8, "max_partial_current_h2_mean": 212.46, "max_partial_current_liquid_mean": 73.2, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.31, "partial_current_co_std": 0, "partial_current_gas_total_mean": 226.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 212.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 73.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.2-Au-0.4-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.2-Au-0.4-Zn-0.4", "voltage_mean": 3.74, "voltage_std": 0, "xrf composition": "Ag-0.382-Au-0.072-Zn-0.546"}, {"Ag": 0.248, "Au": 0.225, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.527, "batch date": 240823, "batch number": 13, "cost_per_gram": 54655.58, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 2.99, "voltage_std": 0, "xrf composition": "Ag-0.248-Au-0.225-Zn-0.527"}, {"Ag": 0.248, "Au": 0.225, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.527, "batch date": 240823, "batch number": 13, "cost_per_gram": 54655.58, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 6.79, "fe_co_std": 0, "fe_gas_total_mean": 60.1, "fe_gas_total_std": 0, "fe_h2_mean": 53.28, "fe_h2_std": 0, "fe_liquid_mean": 39.9, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 22.78, "max_partial_current_gas_total_mean": 224.91, "max_partial_current_h2_mean": 204.45, "max_partial_current_liquid_mean": 75.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 3.4, "partial_current_co_std": 0, "partial_current_gas_total_mean": 30.05, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 26.64, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.95, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 2.87, "voltage_std": 0, "xrf composition": "Ag-0.248-Au-0.225-Zn-0.527"}, {"Ag": 0.248, "Au": 0.225, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.527, "batch date": 240823, "batch number": 13, "cost_per_gram": 54655.58, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 14.83, "fe_co_std": 0, "fe_gas_total_mean": 78.28, "fe_gas_total_std": 0, "fe_h2_mean": 63.44, "fe_h2_std": 0, "fe_liquid_mean": 21.72, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 22.78, "max_partial_current_gas_total_mean": 224.91, "max_partial_current_h2_mean": 204.45, "max_partial_current_liquid_mean": 75.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.83, "partial_current_co_std": 0, "partial_current_gas_total_mean": 78.28, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 63.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.72, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 3.19, "voltage_std": 0, "xrf composition": "Ag-0.248-Au-0.225-Zn-0.527"}, {"Ag": 0.248, "Au": 0.225, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.527, "batch date": 240823, "batch number": 13, "cost_per_gram": 54655.58, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.72, "fe_co_std": 0, "fe_gas_total_mean": 82.72, "fe_gas_total_std": 0, "fe_h2_mean": 68.99, "fe_h2_std": 0, "fe_liquid_mean": 17.28, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 22.78, "max_partial_current_gas_total_mean": 224.91, "max_partial_current_h2_mean": 204.45, "max_partial_current_liquid_mean": 75.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 124.08, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 103.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.92, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 3.37, "voltage_std": 0, "xrf composition": "Ag-0.248-Au-0.225-Zn-0.527"}, {"Ag": 0.248, "Au": 0.225, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.527, "batch date": 240823, "batch number": 13, "cost_per_gram": 54655.58, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 11.39, "fe_co_std": 0, "fe_gas_total_mean": 81.2, "fe_gas_total_std": 0, "fe_h2_mean": 69.81, "fe_h2_std": 0, "fe_liquid_mean": 18.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 22.78, "max_partial_current_gas_total_mean": 224.91, "max_partial_current_h2_mean": 204.45, "max_partial_current_liquid_mean": 75.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.78, "partial_current_co_std": 0, "partial_current_gas_total_mean": 162.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 139.62, "partial_current_h2_std": 0, "partial_current_liquid_mean": 37.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 3.5, "voltage_std": 0, "xrf composition": "Ag-0.248-Au-0.225-Zn-0.527"}, {"Ag": 0.248, "Au": 0.225, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.527, "batch date": 240823, "batch number": 13, "cost_per_gram": 54655.58, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 6.81, "fe_co_std": 0, "fe_gas_total_mean": 74.97, "fe_gas_total_std": 0, "fe_h2_mean": 68.15, "fe_h2_std": 0, "fe_liquid_mean": 25.03, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 22.78, "max_partial_current_gas_total_mean": 224.91, "max_partial_current_h2_mean": 204.45, "max_partial_current_liquid_mean": 75.09, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.43, "partial_current_co_std": 0, "partial_current_gas_total_mean": 224.91, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 204.45, "partial_current_h2_std": 0, "partial_current_liquid_mean": 75.09, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 3.7, "voltage_std": 0, "xrf composition": "Ag-0.248-Au-0.225-Zn-0.527"}, {"Ag": 0.085, "Au": 0.132, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.783, "batch date": 240823, "batch number": 13, "cost_per_gram": 39062.07, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 3.08, "voltage_std": 0, "xrf composition": "Ag-0.085-Au-0.132-Zn-0.783"}, {"Ag": 0.085, "Au": 0.132, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.783, "batch date": 240823, "batch number": 13, "cost_per_gram": 39062.07, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 14.16, "fe_co_std": 0, "fe_gas_total_mean": 77.08, "fe_gas_total_std": 0, "fe_h2_mean": 62.91, "fe_h2_std": 0, "fe_liquid_mean": 22.92, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.64, "max_partial_current_gas_total_mean": 230.94, "max_partial_current_h2_mean": 207.3, "max_partial_current_liquid_mean": 69.06, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 38.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 2.96, "voltage_std": 0, "xrf composition": "Ag-0.085-Au-0.132-Zn-0.783"}, {"Ag": 0.085, "Au": 0.132, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.783, "batch date": 240823, "batch number": 13, "cost_per_gram": 39062.07, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.1, "fe_co_std": 0, "fe_gas_total_mean": 82.65, "fe_gas_total_std": 0, "fe_h2_mean": 66.54, "fe_h2_std": 0, "fe_liquid_mean": 17.35, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.64, "max_partial_current_gas_total_mean": 230.94, "max_partial_current_h2_mean": 207.3, "max_partial_current_liquid_mean": 69.06, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 82.65, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 66.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.35, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 3.25, "voltage_std": 0, "xrf composition": "Ag-0.085-Au-0.132-Zn-0.783"}, {"Ag": 0.085, "Au": 0.132, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.783, "batch date": 240823, "batch number": 13, "cost_per_gram": 39062.07, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.17, "fe_co_std": 0, "fe_gas_total_mean": 80.94, "fe_gas_total_std": 0, "fe_h2_mean": 67.76, "fe_h2_std": 0, "fe_liquid_mean": 19.06, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.64, "max_partial_current_gas_total_mean": 230.94, "max_partial_current_h2_mean": 207.3, "max_partial_current_liquid_mean": 69.06, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.76, "partial_current_co_std": 0, "partial_current_gas_total_mean": 121.41, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 101.64, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.59, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Ag-0.085-Au-0.132-Zn-0.783"}, {"Ag": 0.085, "Au": 0.132, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.783, "batch date": 240823, "batch number": 13, "cost_per_gram": 39062.07, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.75, "fe_co_std": 0, "fe_gas_total_mean": 77.26, "fe_gas_total_std": 0, "fe_h2_mean": 66.49, "fe_h2_std": 0, "fe_liquid_mean": 22.74, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.64, "max_partial_current_gas_total_mean": 230.94, "max_partial_current_h2_mean": 207.3, "max_partial_current_liquid_mean": 69.06, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.5, "partial_current_co_std": 0, "partial_current_gas_total_mean": 154.52, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 132.98, "partial_current_h2_std": 0, "partial_current_liquid_mean": 45.48, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 3.54, "voltage_std": 0, "xrf composition": "Ag-0.085-Au-0.132-Zn-0.783"}, {"Ag": 0.085, "Au": 0.132, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.783, "batch date": 240823, "batch number": 13, "cost_per_gram": 39062.07, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.88, "fe_co_std": 0, "fe_gas_total_mean": 76.98, "fe_gas_total_std": 0, "fe_h2_mean": 69.1, "fe_h2_std": 0, "fe_liquid_mean": 23.02, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.64, "max_partial_current_gas_total_mean": 230.94, "max_partial_current_h2_mean": 207.3, "max_partial_current_liquid_mean": 69.06, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.64, "partial_current_co_std": 0, "partial_current_gas_total_mean": 230.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 207.3, "partial_current_h2_std": 0, "partial_current_liquid_mean": 69.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 3.73, "voltage_std": 0, "xrf composition": "Ag-0.085-Au-0.132-Zn-0.783"}, {"Ag": 0.058, "Au": 0.133, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.809, "batch date": 240823, "batch number": 13, "cost_per_gram": 39771.54, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 2.93, "voltage_std": 0, "xrf composition": "Ag-0.058-Au-0.133-Zn-0.809"}, {"Ag": 0.058, "Au": 0.133, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.809, "batch date": 240823, "batch number": 13, "cost_per_gram": 39771.54, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.58, "fe_co_std": 0, "fe_gas_total_mean": 73.44, "fe_gas_total_std": 0, "fe_h2_mean": 69.85, "fe_h2_std": 0, "fe_liquid_mean": 26.56, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.01, "max_partial_current_gas_total_mean": 234.72, "max_partial_current_h2_mean": 211.68, "max_partial_current_liquid_mean": 65.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 1.79, "partial_current_co_std": 0, "partial_current_gas_total_mean": 36.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 34.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 2.74, "voltage_std": 0, "xrf composition": "Ag-0.058-Au-0.133-Zn-0.809"}, {"Ag": 0.058, "Au": 0.133, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.809, "batch date": 240823, "batch number": 13, "cost_per_gram": 39771.54, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.87, "fe_co_std": 0, "fe_gas_total_mean": 80.86, "fe_gas_total_std": 0, "fe_h2_mean": 71.98, "fe_h2_std": 0, "fe_liquid_mean": 19.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.01, "max_partial_current_gas_total_mean": 234.72, "max_partial_current_h2_mean": 211.68, "max_partial_current_liquid_mean": 65.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.87, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 71.98, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 3.04, "voltage_std": 0, "xrf composition": "Ag-0.058-Au-0.133-Zn-0.809"}, {"Ag": 0.058, "Au": 0.133, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.809, "batch date": 240823, "batch number": 13, "cost_per_gram": 39771.54, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.21, "fe_co_std": 0, "fe_gas_total_mean": 79.42, "fe_gas_total_std": 0, "fe_h2_mean": 68.2, "fe_h2_std": 0, "fe_liquid_mean": 20.58, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.01, "max_partial_current_gas_total_mean": 234.72, "max_partial_current_h2_mean": 211.68, "max_partial_current_liquid_mean": 65.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.82, "partial_current_co_std": 0, "partial_current_gas_total_mean": 119.13, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 102.3, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.87, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 3.25, "voltage_std": 0, "xrf composition": "Ag-0.058-Au-0.133-Zn-0.809"}, {"Ag": 0.058, "Au": 0.133, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.809, "batch date": 240823, "batch number": 13, "cost_per_gram": 39771.54, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.52, "fe_co_std": 0, "fe_gas_total_mean": 80.9, "fe_gas_total_std": 0, "fe_h2_mean": 70.37, "fe_h2_std": 0, "fe_liquid_mean": 19.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.01, "max_partial_current_gas_total_mean": 234.72, "max_partial_current_h2_mean": 211.68, "max_partial_current_liquid_mean": 65.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 161.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 140.74, "partial_current_h2_std": 0, "partial_current_liquid_mean": 38.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 3.39, "voltage_std": 0, "xrf composition": "Ag-0.058-Au-0.133-Zn-0.809"}, {"Ag": 0.058, "Au": 0.133, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.809, "batch date": 240823, "batch number": 13, "cost_per_gram": 39771.54, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.67, "fe_co_std": 0, "fe_gas_total_mean": 78.24, "fe_gas_total_std": 0, "fe_h2_mean": 70.56, "fe_h2_std": 0, "fe_liquid_mean": 21.76, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.01, "max_partial_current_gas_total_mean": 234.72, "max_partial_current_h2_mean": 211.68, "max_partial_current_liquid_mean": 65.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.01, "partial_current_co_std": 0, "partial_current_gas_total_mean": 234.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 211.68, "partial_current_h2_std": 0, "partial_current_liquid_mean": 65.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.25-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Zn-0.5", "voltage_mean": 3.59, "voltage_std": 0, "xrf composition": "Ag-0.058-Au-0.133-Zn-0.809"}, {"Ag": 0.226, "Au": 0.348, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.425, "batch date": 240823, "batch number": 13, "cost_per_gram": 73678.01, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 2.99, "voltage_std": 0, "xrf composition": "Ag-0.226-Au-0.348-Zn-0.425"}, {"Ag": 0.226, "Au": 0.348, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.425, "batch date": 240823, "batch number": 13, "cost_per_gram": 73678.01, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 32.96, "fe_co_std": 37.36, "fe_gas_total_mean": 86.52, "fe_gas_total_std": 2.03, "fe_h2_mean": 53.55, "fe_h2_std": 35.33, "fe_liquid_mean": 13.48, "fe_liquid_std": 2.03, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 40.35, "max_partial_current_gas_total_mean": 244.53, "max_partial_current_h2_mean": 208.4, "max_partial_current_liquid_mean": 55.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.48, "partial_current_co_std": 18.68, "partial_current_gas_total_mean": 43.26, "partial_current_gas_total_std": 1.01, "partial_current_h2_mean": 26.78, "partial_current_h2_std": 17.66, "partial_current_liquid_mean": 6.74, "partial_current_liquid_std": 1.01, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 2.87, "voltage_std": 0.05656854249492385, "xrf composition": "Ag-0.226-Au-0.348-Zn-0.425"}, {"Ag": 0.226, "Au": 0.348, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.425, "batch date": 240823, "batch number": 13, "cost_per_gram": 73678.01, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 30.97, "fe_co_std": 30, "fe_gas_total_mean": 78.39, "fe_gas_total_std": 8.87, "fe_h2_mean": 47.41, "fe_h2_std": 21.13, "fe_liquid_mean": 21.61, "fe_liquid_std": 8.87, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 40.35, "max_partial_current_gas_total_mean": 244.53, "max_partial_current_h2_mean": 208.4, "max_partial_current_liquid_mean": 55.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.97, "partial_current_co_std": 30, "partial_current_gas_total_mean": 78.39, "partial_current_gas_total_std": 8.87, "partial_current_h2_mean": 47.41, "partial_current_h2_std": 21.13, "partial_current_liquid_mean": 21.61, "partial_current_liquid_std": 8.87, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 3.16, "voltage_std": 0.014142135623730807, "xrf composition": "Ag-0.226-Au-0.348-Zn-0.425"}, {"Ag": 0.226, "Au": 0.348, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.425, "batch date": 240823, "batch number": 13, "cost_per_gram": 73678.01, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0.01, "fe_co_mean": 25.33, "fe_co_std": 23.07, "fe_gas_total_mean": 81.59, "fe_gas_total_std": 4.04, "fe_h2_mean": 56.24, "fe_h2_std": 19.03, "fe_liquid_mean": 18.42, "fe_liquid_std": 4.04, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 40.35, "max_partial_current_gas_total_mean": 244.53, "max_partial_current_h2_mean": 208.4, "max_partial_current_liquid_mean": 55.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 37.99, "partial_current_co_std": 34.6, "partial_current_gas_total_mean": 122.38, "partial_current_gas_total_std": 6.06, "partial_current_h2_mean": 84.37, "partial_current_h2_std": 28.54, "partial_current_liquid_mean": 27.62, "partial_current_liquid_std": 6.06, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 3.3200000000000003, "voltage_std": 0.014142135623730807, "xrf composition": "Ag-0.226-Au-0.348-Zn-0.425"}, {"Ag": 0.226, "Au": 0.348, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.425, "batch date": 240823, "batch number": 13, "cost_per_gram": 73678.01, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0.01, "fe_co_mean": 20.17, "fe_co_std": 17.54, "fe_gas_total_mean": 84.96, "fe_gas_total_std": 3.38, "fe_h2_mean": 64.78, "fe_h2_std": 14.17, "fe_liquid_mean": 15.04, "fe_liquid_std": 3.38, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 40.35, "max_partial_current_gas_total_mean": 244.53, "max_partial_current_h2_mean": 208.4, "max_partial_current_liquid_mean": 55.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 40.35, "partial_current_co_std": 35.09, "partial_current_gas_total_mean": 169.92, "partial_current_gas_total_std": 6.76, "partial_current_h2_mean": 129.56, "partial_current_h2_std": 28.34, "partial_current_liquid_mean": 30.08, "partial_current_liquid_std": 6.76, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Ag-0.226-Au-0.348-Zn-0.425"}, {"Ag": 0.226, "Au": 0.348, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.425, "batch date": 240823, "batch number": 13, "cost_per_gram": 73678.01, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0.01, "fe_co_mean": 12.04, "fe_co_std": 10.61, "fe_gas_total_mean": 81.51, "fe_gas_total_std": 3.49, "fe_h2_mean": 69.46, "fe_h2_std": 7.12, "fe_liquid_mean": 18.49, "fe_liquid_std": 3.49, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 40.35, "max_partial_current_gas_total_mean": 244.53, "max_partial_current_h2_mean": 208.4, "max_partial_current_liquid_mean": 55.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 36.14, "partial_current_co_std": 31.84, "partial_current_gas_total_mean": 244.53, "partial_current_gas_total_std": 10.48, "partial_current_h2_mean": 208.4, "partial_current_h2_std": 21.36, "partial_current_liquid_mean": 55.47, "partial_current_liquid_std": 10.48, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 3.66, "voltage_std": 0.028284271247461926, "xrf composition": "Ag-0.226-Au-0.348-Zn-0.425"}, {"Ag": 0.14, "Au": 0.279, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.581, "batch date": 240823, "batch number": 13, "cost_per_gram": 65931.35, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Ag-0.14-Au-0.279-Zn-0.581"}, {"Ag": 0.14, "Au": 0.279, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.581, "batch date": 240823, "batch number": 13, "cost_per_gram": 65931.35, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 5.97, "fe_co_std": 0, "fe_gas_total_mean": 79.44, "fe_gas_total_std": 0, "fe_h2_mean": 73.47, "fe_h2_std": 0, "fe_liquid_mean": 20.56, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 17.74, "max_partial_current_gas_total_mean": 240.6, "max_partial_current_h2_mean": 223.62, "max_partial_current_liquid_mean": 59.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 2.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 39.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 36.74, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 2.83, "voltage_std": 0, "xrf composition": "Ag-0.14-Au-0.279-Zn-0.581"}, {"Ag": 0.14, "Au": 0.279, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.581, "batch date": 240823, "batch number": 13, "cost_per_gram": 65931.35, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.35, "fe_co_std": 0, "fe_gas_total_mean": 79.8, "fe_gas_total_std": 0, "fe_h2_mean": 68.44, "fe_h2_std": 0, "fe_liquid_mean": 20.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 17.74, "max_partial_current_gas_total_mean": 240.6, "max_partial_current_h2_mean": 223.62, "max_partial_current_liquid_mean": 59.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.35, "partial_current_co_std": 0, "partial_current_gas_total_mean": 79.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 68.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 3.19, "voltage_std": 0, "xrf composition": "Ag-0.14-Au-0.279-Zn-0.581"}, {"Ag": 0.14, "Au": 0.279, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.581, "batch date": 240823, "batch number": 13, "cost_per_gram": 65931.35, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 10.68, "fe_co_std": 0, "fe_gas_total_mean": 79.09, "fe_gas_total_std": 0, "fe_h2_mean": 68.4, "fe_h2_std": 0, "fe_liquid_mean": 20.91, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 17.74, "max_partial_current_gas_total_mean": 240.6, "max_partial_current_h2_mean": 223.62, "max_partial_current_liquid_mean": 59.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.02, "partial_current_co_std": 0, "partial_current_gas_total_mean": 118.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 102.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 3.31, "voltage_std": 0, "xrf composition": "Ag-0.14-Au-0.279-Zn-0.581"}, {"Ag": 0.14, "Au": 0.279, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.581, "batch date": 240823, "batch number": 13, "cost_per_gram": 65931.35, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 8.87, "fe_co_std": 0, "fe_gas_total_mean": 80.01, "fe_gas_total_std": 0, "fe_h2_mean": 71.14, "fe_h2_std": 0, "fe_liquid_mean": 19.99, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 17.74, "max_partial_current_gas_total_mean": 240.6, "max_partial_current_h2_mean": 223.62, "max_partial_current_liquid_mean": 59.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 160.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 142.28, "partial_current_h2_std": 0, "partial_current_liquid_mean": 39.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Ag-0.14-Au-0.279-Zn-0.581"}, {"Ag": 0.14, "Au": 0.279, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.581, "batch date": 240823, "batch number": 13, "cost_per_gram": 65931.35, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 5.66, "fe_co_std": 0, "fe_gas_total_mean": 80.2, "fe_gas_total_std": 0, "fe_h2_mean": 74.54, "fe_h2_std": 0, "fe_liquid_mean": 19.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 17.74, "max_partial_current_gas_total_mean": 240.6, "max_partial_current_h2_mean": 223.62, "max_partial_current_liquid_mean": 59.4, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 240.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 223.62, "partial_current_h2_std": 0, "partial_current_liquid_mean": 59.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 3.65, "voltage_std": 0, "xrf composition": "Ag-0.14-Au-0.279-Zn-0.581"}, {"Ag": 0.172, "Au": 0.21, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.618, "batch date": 240823, "batch number": 13, "cost_per_gram": 53557.34, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Ag-0.172-Au-0.21-Zn-0.618"}, {"Ag": 0.172, "Au": 0.21, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.618, "batch date": 240823, "batch number": 13, "cost_per_gram": 53557.34, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.58, "fe_co_std": 0, "fe_gas_total_mean": 79.46, "fe_gas_total_std": 0, "fe_h2_mean": 69.88, "fe_h2_std": 0, "fe_liquid_mean": 20.54, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 23.19, "max_partial_current_gas_total_mean": 237.27, "max_partial_current_h2_mean": 214.08, "max_partial_current_liquid_mean": 62.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.79, "partial_current_co_std": 0, "partial_current_gas_total_mean": 39.73, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 34.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.27, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 2.84, "voltage_std": 0, "xrf composition": "Ag-0.172-Au-0.21-Zn-0.618"}, {"Ag": 0.172, "Au": 0.21, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.618, "batch date": 240823, "batch number": 13, "cost_per_gram": 53557.34, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.48, "fe_co_std": 0, "fe_gas_total_mean": 80.94, "fe_gas_total_std": 0, "fe_h2_mean": 64.45, "fe_h2_std": 0, "fe_liquid_mean": 19.06, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 23.19, "max_partial_current_gas_total_mean": 237.27, "max_partial_current_h2_mean": 214.08, "max_partial_current_liquid_mean": 62.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.48, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 64.45, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 3.15, "voltage_std": 0, "xrf composition": "Ag-0.172-Au-0.21-Zn-0.618"}, {"Ag": 0.172, "Au": 0.21, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.618, "batch date": 240823, "batch number": 13, "cost_per_gram": 53557.34, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.96, "fe_co_std": 0, "fe_gas_total_mean": 79.35, "fe_gas_total_std": 0, "fe_h2_mean": 65.38, "fe_h2_std": 0, "fe_liquid_mean": 20.65, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 23.19, "max_partial_current_gas_total_mean": 237.27, "max_partial_current_h2_mean": 214.08, "max_partial_current_liquid_mean": 62.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 119.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 98.07, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Ag-0.172-Au-0.21-Zn-0.618"}, {"Ag": 0.172, "Au": 0.21, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.618, "batch date": 240823, "batch number": 13, "cost_per_gram": 53557.34, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 11.11, "fe_co_std": 0, "fe_gas_total_mean": 80.94, "fe_gas_total_std": 0, "fe_h2_mean": 69.83, "fe_h2_std": 0, "fe_liquid_mean": 19.06, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 23.19, "max_partial_current_gas_total_mean": 237.27, "max_partial_current_h2_mean": 214.08, "max_partial_current_liquid_mean": 62.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 161.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 139.66, "partial_current_h2_std": 0, "partial_current_liquid_mean": 38.12, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Ag-0.172-Au-0.21-Zn-0.618"}, {"Ag": 0.172, "Au": 0.21, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.618, "batch date": 240823, "batch number": 13, "cost_per_gram": 53557.34, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 7.73, "fe_co_std": 0, "fe_gas_total_mean": 79.09, "fe_gas_total_std": 0, "fe_h2_mean": 71.36, "fe_h2_std": 0, "fe_liquid_mean": 20.91, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 23.19, "max_partial_current_gas_total_mean": 237.27, "max_partial_current_h2_mean": 214.08, "max_partial_current_liquid_mean": 62.73, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.19, "partial_current_co_std": 0, "partial_current_gas_total_mean": 237.27, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 214.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 62.73, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.5-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Zn-0.25", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Ag-0.172-Au-0.21-Zn-0.618"}, {"Ag": 0.254, "Au": 0.43, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.315, "batch date": 240823, "batch number": 13, "cost_per_gram": 82786.95, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.25-Au-0.625-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.625-Zn-0.125", "voltage_mean": 3, "voltage_std": 0, "xrf composition": "Ag-0.254-Au-0.43-Zn-0.315"}, {"Ag": 0.254, "Au": 0.43, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.315, "batch date": 240823, "batch number": 13, "cost_per_gram": 82786.95, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.2, "fe_co_std": 0, "fe_gas_total_mean": 84.19, "fe_gas_total_std": 0, "fe_h2_mean": 80.98, "fe_h2_std": 0, "fe_liquid_mean": 15.81, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 9.18, "max_partial_current_gas_total_mean": 241.53, "max_partial_current_h2_mean": 237.39, "max_partial_current_liquid_mean": 58.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 1.6, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.1, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 40.49, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.9, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.625-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.625-Zn-0.125", "voltage_mean": 2.93, "voltage_std": 0, "xrf composition": "Ag-0.254-Au-0.43-Zn-0.315"}, {"Ag": 0.254, "Au": 0.43, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.315, "batch date": 240823, "batch number": 13, "cost_per_gram": 82786.95, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.04, "fe_co_std": 0, "fe_gas_total_mean": 80.75, "fe_gas_total_std": 0, "fe_h2_mean": 76.7, "fe_h2_std": 0, "fe_liquid_mean": 19.25, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 9.18, "max_partial_current_gas_total_mean": 241.53, "max_partial_current_h2_mean": 237.39, "max_partial_current_liquid_mean": 58.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.75, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 76.7, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.25, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.625-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.625-Zn-0.125", "voltage_mean": 3.24, "voltage_std": 0, "xrf composition": "Ag-0.254-Au-0.43-Zn-0.315"}, {"Ag": 0.254, "Au": 0.43, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.315, "batch date": 240823, "batch number": 13, "cost_per_gram": 82786.95, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.25, "fe_co_std": 0, "fe_gas_total_mean": 82.14, "fe_gas_total_std": 0, "fe_h2_mean": 77.88, "fe_h2_std": 0, "fe_liquid_mean": 17.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 9.18, "max_partial_current_gas_total_mean": 241.53, "max_partial_current_h2_mean": 237.39, "max_partial_current_liquid_mean": 58.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.38, "partial_current_co_std": 0, "partial_current_gas_total_mean": 123.21, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 116.82, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.79, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.625-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.625-Zn-0.125", "voltage_mean": 3.47, "voltage_std": 0, "xrf composition": "Ag-0.254-Au-0.43-Zn-0.315"}, {"Ag": 0.254, "Au": 0.43, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.315, "batch date": 240823, "batch number": 13, "cost_per_gram": 82786.95, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.59, "fe_co_std": 0, "fe_gas_total_mean": 83.92, "fe_gas_total_std": 0, "fe_h2_mean": 79.32, "fe_h2_std": 0, "fe_liquid_mean": 16.08, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 9.18, "max_partial_current_gas_total_mean": 241.53, "max_partial_current_h2_mean": 237.39, "max_partial_current_liquid_mean": 58.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.18, "partial_current_co_std": 0, "partial_current_gas_total_mean": 167.84, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 158.64, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.16, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.625-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.625-Zn-0.125", "voltage_mean": 3.63, "voltage_std": 0, "xrf composition": "Ag-0.254-Au-0.43-Zn-0.315"}, {"Ag": 0.254, "Au": 0.43, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.315, "batch date": 240823, "batch number": 13, "cost_per_gram": 82786.95, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 1.36, "fe_co_std": 0, "fe_gas_total_mean": 80.51, "fe_gas_total_std": 0, "fe_h2_mean": 79.13, "fe_h2_std": 0, "fe_liquid_mean": 19.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 9.18, "max_partial_current_gas_total_mean": 241.53, "max_partial_current_h2_mean": 237.39, "max_partial_current_liquid_mean": 58.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 241.53, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 237.39, "partial_current_h2_std": 0, "partial_current_liquid_mean": 58.47, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.25-Au-0.625-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.625-Zn-0.125", "voltage_mean": 3.85, "voltage_std": 0, "xrf composition": "Ag-0.254-Au-0.43-Zn-0.315"}, {"Ag": 0.299, "Au": 0.35, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.352, "batch date": 240823, "batch number": 13, "cost_per_gram": 72113.6, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.286-Au-0.571-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.286-Au-0.571-Zn-0.143", "voltage_mean": 2.85, "voltage_std": 0, "xrf composition": "Ag-0.299-Au-0.35-Zn-0.352"}, {"Ag": 0.299, "Au": 0.35, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.352, "batch date": 240823, "batch number": 13, "cost_per_gram": 72113.6, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.04, "fe_co_std": 0, "fe_gas_total_mean": 82.86, "fe_gas_total_std": 0, "fe_h2_mean": 79.81, "fe_h2_std": 0, "fe_liquid_mean": 17.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 21.84, "max_partial_current_gas_total_mean": 241.23, "max_partial_current_h2_mean": 219.36, "max_partial_current_liquid_mean": 58.77, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 1.52, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.43, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 39.9, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.286-Au-0.571-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.286-Au-0.571-Zn-0.143", "voltage_mean": 2.71, "voltage_std": 0, "xrf composition": "Ag-0.299-Au-0.35-Zn-0.352"}, {"Ag": 0.299, "Au": 0.35, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.352, "batch date": 240823, "batch number": 13, "cost_per_gram": 72113.6, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 7.83, "fe_co_std": 0, "fe_gas_total_mean": 79.54, "fe_gas_total_std": 0, "fe_h2_mean": 71.71, "fe_h2_std": 0, "fe_liquid_mean": 20.46, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 21.84, "max_partial_current_gas_total_mean": 241.23, "max_partial_current_h2_mean": 219.36, "max_partial_current_liquid_mean": 58.77, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.83, "partial_current_co_std": 0, "partial_current_gas_total_mean": 79.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 71.71, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.286-Au-0.571-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.286-Au-0.571-Zn-0.143", "voltage_mean": 3.04, "voltage_std": 0, "xrf composition": "Ag-0.299-Au-0.35-Zn-0.352"}, {"Ag": 0.299, "Au": 0.35, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.352, "batch date": 240823, "batch number": 13, "cost_per_gram": 72113.6, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 10.49, "fe_co_std": 0, "fe_gas_total_mean": 80.64, "fe_gas_total_std": 0, "fe_h2_mean": 70.15, "fe_h2_std": 0, "fe_liquid_mean": 19.36, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 21.84, "max_partial_current_gas_total_mean": 241.23, "max_partial_current_h2_mean": 219.36, "max_partial_current_liquid_mean": 58.77, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 120.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 105.22, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.286-Au-0.571-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.286-Au-0.571-Zn-0.143", "voltage_mean": 3.18, "voltage_std": 0, "xrf composition": "Ag-0.299-Au-0.35-Zn-0.352"}, {"Ag": 0.299, "Au": 0.35, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.352, "batch date": 240823, "batch number": 13, "cost_per_gram": 72113.6, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 9.82, "fe_co_std": 0, "fe_gas_total_mean": 78.28, "fe_gas_total_std": 0, "fe_h2_mean": 68.46, "fe_h2_std": 0, "fe_liquid_mean": 21.72, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 21.84, "max_partial_current_gas_total_mean": 241.23, "max_partial_current_h2_mean": 219.36, "max_partial_current_liquid_mean": 58.77, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.64, "partial_current_co_std": 0, "partial_current_gas_total_mean": 156.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 136.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 43.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.286-Au-0.571-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.286-Au-0.571-Zn-0.143", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Ag-0.299-Au-0.35-Zn-0.352"}, {"Ag": 0.299, "Au": 0.35, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.352, "batch date": 240823, "batch number": 13, "cost_per_gram": 72113.6, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 7.28, "fe_co_std": 0, "fe_gas_total_mean": 80.41, "fe_gas_total_std": 0, "fe_h2_mean": 73.12, "fe_h2_std": 0, "fe_liquid_mean": 19.59, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 21.84, "max_partial_current_gas_total_mean": 241.23, "max_partial_current_h2_mean": 219.36, "max_partial_current_liquid_mean": 58.77, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.84, "partial_current_co_std": 0, "partial_current_gas_total_mean": 241.23, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 219.36, "partial_current_h2_std": 0, "partial_current_liquid_mean": 58.77, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.286-Au-0.571-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.286-Au-0.571-Zn-0.143", "voltage_mean": 3.51, "voltage_std": 0, "xrf composition": "Ag-0.299-Au-0.35-Zn-0.352"}, {"Ag": 0.409, "Au": 0.22, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.371, "batch date": 240823, "batch number": 13, "cost_per_gram": 50735.38, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.333-Au-0.333-Zn-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Zn-0.333", "voltage_mean": 2.87, "voltage_std": 0, "xrf composition": "Ag-0.409-Au-0.22-Zn-0.371"}, {"Ag": 0.409, "Au": 0.22, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.371, "batch date": 240823, "batch number": 13, "cost_per_gram": 50735.38, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.87, "fe_co_std": 0, "fe_gas_total_mean": 83.92, "fe_gas_total_std": 0, "fe_h2_mean": 76.04, "fe_h2_std": 0, "fe_liquid_mean": 16.08, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 16.05, "max_partial_current_gas_total_mean": 241.26, "max_partial_current_h2_mean": 225.18, "max_partial_current_liquid_mean": 58.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 3.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 38.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.333-Au-0.333-Zn-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Zn-0.333", "voltage_mean": 2.84, "voltage_std": 0, "xrf composition": "Ag-0.409-Au-0.22-Zn-0.371"}, {"Ag": 0.409, "Au": 0.22, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.371, "batch date": 240823, "batch number": 13, "cost_per_gram": 50735.38, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.82, "fe_co_std": 0, "fe_gas_total_mean": 83.27, "fe_gas_total_std": 0, "fe_h2_mean": 72.45, "fe_h2_std": 0, "fe_liquid_mean": 16.73, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 16.05, "max_partial_current_gas_total_mean": 241.26, "max_partial_current_h2_mean": 225.18, "max_partial_current_liquid_mean": 58.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.82, "partial_current_co_std": 0, "partial_current_gas_total_mean": 83.27, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 72.45, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.73, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.333-Au-0.333-Zn-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Zn-0.333", "voltage_mean": 3.15, "voltage_std": 0, "xrf composition": "Ag-0.409-Au-0.22-Zn-0.371"}, {"Ag": 0.409, "Au": 0.22, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.371, "batch date": 240823, "batch number": 13, "cost_per_gram": 50735.38, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.96, "fe_co_std": 0, "fe_gas_total_mean": 80.32, "fe_gas_total_std": 0, "fe_h2_mean": 71.35, "fe_h2_std": 0, "fe_liquid_mean": 19.68, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 16.05, "max_partial_current_gas_total_mean": 241.26, "max_partial_current_h2_mean": 225.18, "max_partial_current_liquid_mean": 58.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.44, "partial_current_co_std": 0, "partial_current_gas_total_mean": 120.48, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 107.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.52, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.333-Au-0.333-Zn-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Zn-0.333", "voltage_mean": 3.33, "voltage_std": 0, "xrf composition": "Ag-0.409-Au-0.22-Zn-0.371"}, {"Ag": 0.409, "Au": 0.22, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.371, "batch date": 240823, "batch number": 13, "cost_per_gram": 50735.38, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.78, "fe_co_std": 0, "fe_gas_total_mean": 81.47, "fe_gas_total_std": 0, "fe_h2_mean": 73.68, "fe_h2_std": 0, "fe_liquid_mean": 18.53, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 16.05, "max_partial_current_gas_total_mean": 241.26, "max_partial_current_h2_mean": 225.18, "max_partial_current_liquid_mean": 58.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 162.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 147.36, "partial_current_h2_std": 0, "partial_current_liquid_mean": 37.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.333-Au-0.333-Zn-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Zn-0.333", "voltage_mean": 3.47, "voltage_std": 0, "xrf composition": "Ag-0.409-Au-0.22-Zn-0.371"}, {"Ag": 0.409, "Au": 0.22, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.371, "batch date": 240823, "batch number": 13, "cost_per_gram": 50735.38, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 5.35, "fe_co_std": 0, "fe_gas_total_mean": 80.42, "fe_gas_total_std": 0, "fe_h2_mean": 75.06, "fe_h2_std": 0, "fe_liquid_mean": 19.58, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 16.05, "max_partial_current_gas_total_mean": 241.26, "max_partial_current_h2_mean": 225.18, "max_partial_current_liquid_mean": 58.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.05, "partial_current_co_std": 0, "partial_current_gas_total_mean": 241.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 225.18, "partial_current_h2_std": 0, "partial_current_liquid_mean": 58.74, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.333-Au-0.333-Zn-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Zn-0.333", "voltage_mean": 3.67, "voltage_std": 0, "xrf composition": "Ag-0.409-Au-0.22-Zn-0.371"}, {"Ag": 0.159, "Au": 0.383, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.458, "batch date": 240823, "batch number": 13, "cost_per_gram": 79756.93, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.4-Au-0.1-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.1-Zn-0.5", "voltage_mean": 3.07, "voltage_std": 0, "xrf composition": "Ag-0.159-Au-0.383-Zn-0.458"}, {"Ag": 0.159, "Au": 0.383, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.458, "batch date": 240823, "batch number": 13, "cost_per_gram": 79756.93, "current density": 50, "fe_c2h4_mean": 0.05, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 40.2, "fe_co_std": 0, "fe_gas_total_mean": 78.71, "fe_gas_total_std": 0, "fe_h2_mean": 38.45, "fe_h2_std": 0, "fe_liquid_mean": 21.29, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 51.28, "max_partial_current_gas_total_mean": 249.24, "max_partial_current_h2_mean": 198.27, "max_partial_current_liquid_mean": 50.76, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 39.35, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 19.23, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.64, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.4-Au-0.1-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.1-Zn-0.5", "voltage_mean": 2.98, "voltage_std": 0, "xrf composition": "Ag-0.159-Au-0.383-Zn-0.458"}, {"Ag": 0.159, "Au": 0.383, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.458, "batch date": 240823, "batch number": 13, "cost_per_gram": 79756.93, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 39.32, "fe_co_std": 0, "fe_gas_total_mean": 76.58, "fe_gas_total_std": 0, "fe_h2_mean": 37.24, "fe_h2_std": 0, "fe_liquid_mean": 23.42, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 51.28, "max_partial_current_gas_total_mean": 249.24, "max_partial_current_h2_mean": 198.27, "max_partial_current_liquid_mean": 50.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 39.32, "partial_current_co_std": 0, "partial_current_gas_total_mean": 76.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 37.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.4-Au-0.1-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.1-Zn-0.5", "voltage_mean": 3.25, "voltage_std": 0, "xrf composition": "Ag-0.159-Au-0.383-Zn-0.458"}, {"Ag": 0.159, "Au": 0.383, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.458, "batch date": 240823, "batch number": 13, "cost_per_gram": 79756.93, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 32.91, "fe_co_std": 0, "fe_gas_total_mean": 83.56, "fe_gas_total_std": 0, "fe_h2_mean": 50.65, "fe_h2_std": 0, "fe_liquid_mean": 16.44, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 51.28, "max_partial_current_gas_total_mean": 249.24, "max_partial_current_h2_mean": 198.27, "max_partial_current_liquid_mean": 50.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 49.36, "partial_current_co_std": 0, "partial_current_gas_total_mean": 125.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 75.97, "partial_current_h2_std": 0, "partial_current_liquid_mean": 24.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.4-Au-0.1-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.1-Zn-0.5", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Ag-0.159-Au-0.383-Zn-0.458"}, {"Ag": 0.159, "Au": 0.383, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.458, "batch date": 240823, "batch number": 13, "cost_per_gram": 79756.93, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 25.64, "fe_co_std": 0, "fe_gas_total_mean": 82.34, "fe_gas_total_std": 0, "fe_h2_mean": 56.69, "fe_h2_std": 0, "fe_liquid_mean": 17.66, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 51.28, "max_partial_current_gas_total_mean": 249.24, "max_partial_current_h2_mean": 198.27, "max_partial_current_liquid_mean": 50.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 51.28, "partial_current_co_std": 0, "partial_current_gas_total_mean": 164.68, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 113.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.32, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.4-Au-0.1-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.1-Zn-0.5", "voltage_mean": 3.54, "voltage_std": 0, "xrf composition": "Ag-0.159-Au-0.383-Zn-0.458"}, {"Ag": 0.159, "Au": 0.383, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.458, "batch date": 240823, "batch number": 13, "cost_per_gram": 79756.93, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.99, "fe_co_std": 0, "fe_gas_total_mean": 83.08, "fe_gas_total_std": 0, "fe_h2_mean": 66.09, "fe_h2_std": 0, "fe_liquid_mean": 16.92, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 51.28, "max_partial_current_gas_total_mean": 249.24, "max_partial_current_h2_mean": 198.27, "max_partial_current_liquid_mean": 50.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 50.97, "partial_current_co_std": 0, "partial_current_gas_total_mean": 249.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 198.27, "partial_current_h2_std": 0, "partial_current_liquid_mean": 50.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.4-Au-0.1-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.1-Zn-0.5", "voltage_mean": 3.72, "voltage_std": 0, "xrf composition": "Ag-0.159-Au-0.383-Zn-0.458"}, {"Ag": 0.393, "Au": 0.059, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.548, "batch date": 240823, "batch number": 13, "cost_per_gram": 17452.79, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.4-Au-0.2-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.2-Zn-0.4", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Ag-0.393-Au-0.059-Zn-0.548"}, {"Ag": 0.393, "Au": 0.059, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.548, "batch date": 240823, "batch number": 13, "cost_per_gram": 17452.79, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.65, "fe_co_std": 0, "fe_gas_total_mean": 73.58, "fe_gas_total_std": 0, "fe_h2_mean": 64.92, "fe_h2_std": 0, "fe_liquid_mean": 26.42, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 27.1, "max_partial_current_gas_total_mean": 233.31, "max_partial_current_h2_mean": 208.95, "max_partial_current_liquid_mean": 66.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.32, "partial_current_co_std": 0, "partial_current_gas_total_mean": 36.79, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 32.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.21, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.4-Au-0.2-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.2-Zn-0.4", "voltage_mean": 2.8, "voltage_std": 0, "xrf composition": "Ag-0.393-Au-0.059-Zn-0.548"}, {"Ag": 0.393, "Au": 0.059, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.548, "batch date": 240823, "batch number": 13, "cost_per_gram": 17452.79, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.3, "fe_co_std": 0, "fe_gas_total_mean": 80.73, "fe_gas_total_std": 0, "fe_h2_mean": 64.42, "fe_h2_std": 0, "fe_liquid_mean": 19.27, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 27.1, "max_partial_current_gas_total_mean": 233.31, "max_partial_current_h2_mean": 208.95, "max_partial_current_liquid_mean": 66.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.3, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.73, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 64.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.27, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.4-Au-0.2-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.2-Zn-0.4", "voltage_mean": 3.1, "voltage_std": 0, "xrf composition": "Ag-0.393-Au-0.059-Zn-0.548"}, {"Ag": 0.393, "Au": 0.059, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.548, "batch date": 240823, "batch number": 13, "cost_per_gram": 17452.79, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.11, "fe_co_std": 0, "fe_gas_total_mean": 79.53, "fe_gas_total_std": 0, "fe_h2_mean": 63.41, "fe_h2_std": 0, "fe_liquid_mean": 20.47, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 27.1, "max_partial_current_gas_total_mean": 233.31, "max_partial_current_h2_mean": 208.95, "max_partial_current_liquid_mean": 66.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.16, "partial_current_co_std": 0, "partial_current_gas_total_mean": 119.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 95.12, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.4-Au-0.2-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.2-Zn-0.4", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Ag-0.393-Au-0.059-Zn-0.548"}, {"Ag": 0.393, "Au": 0.059, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.548, "batch date": 240823, "batch number": 13, "cost_per_gram": 17452.79, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.55, "fe_co_std": 0, "fe_gas_total_mean": 81.56, "fe_gas_total_std": 0, "fe_h2_mean": 68, "fe_h2_std": 0, "fe_liquid_mean": 18.44, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 27.1, "max_partial_current_gas_total_mean": 233.31, "max_partial_current_h2_mean": 208.95, "max_partial_current_liquid_mean": 66.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 163.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 136, "partial_current_h2_std": 0, "partial_current_liquid_mean": 36.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.4-Au-0.2-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.2-Zn-0.4", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Ag-0.393-Au-0.059-Zn-0.548"}, {"Ag": 0.393, "Au": 0.059, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.548, "batch date": 240823, "batch number": 13, "cost_per_gram": 17452.79, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.11, "fe_co_std": 0, "fe_gas_total_mean": 77.77, "fe_gas_total_std": 0, "fe_h2_mean": 69.65, "fe_h2_std": 0, "fe_liquid_mean": 22.23, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 27.1, "max_partial_current_gas_total_mean": 233.31, "max_partial_current_h2_mean": 208.95, "max_partial_current_liquid_mean": 66.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.33, "partial_current_co_std": 0, "partial_current_gas_total_mean": 233.31, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 208.95, "partial_current_h2_std": 0, "partial_current_liquid_mean": 66.69, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.4-Au-0.2-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.4-Au-0.2-Zn-0.4", "voltage_mean": 3.65, "voltage_std": 0, "xrf composition": "Ag-0.393-Au-0.059-Zn-0.548"}, {"Ag": 0.125, "Au": 0.359, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.516, "batch date": 240823, "batch number": 13, "cost_per_gram": 77642.48, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.417-Au-0.083-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.083-Zn-0.5", "voltage_mean": 3.09, "voltage_std": 0, "xrf composition": "Ag-0.125-Au-0.359-Zn-0.516"}, {"Ag": 0.125, "Au": 0.359, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.516, "batch date": 240823, "batch number": 13, "cost_per_gram": 77642.48, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 59.07, "fe_co_std": 0, "fe_gas_total_mean": 87.72, "fe_gas_total_std": 0, "fe_h2_mean": 28.62, "fe_h2_std": 0, "fe_liquid_mean": 12.28, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 61.38, "max_partial_current_gas_total_mean": 234.39, "max_partial_current_h2_mean": 174.6, "max_partial_current_liquid_mean": 65.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 14.31, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.417-Au-0.083-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.083-Zn-0.5", "voltage_mean": 3.04, "voltage_std": 0, "xrf composition": "Ag-0.125-Au-0.359-Zn-0.516"}, {"Ag": 0.125, "Au": 0.359, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.516, "batch date": 240823, "batch number": 13, "cost_per_gram": 77642.48, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 49.45, "fe_co_std": 0, "fe_gas_total_mean": 87.47, "fe_gas_total_std": 0, "fe_h2_mean": 38, "fe_h2_std": 0, "fe_liquid_mean": 12.53, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 61.38, "max_partial_current_gas_total_mean": 234.39, "max_partial_current_h2_mean": 174.6, "max_partial_current_liquid_mean": 65.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 49.45, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.47, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.53, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.417-Au-0.083-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.083-Zn-0.5", "voltage_mean": 3.31, "voltage_std": 0, "xrf composition": "Ag-0.125-Au-0.359-Zn-0.516"}, {"Ag": 0.125, "Au": 0.359, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.516, "batch date": 240823, "batch number": 13, "cost_per_gram": 77642.48, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 39.79, "fe_co_std": 0, "fe_gas_total_mean": 91.26, "fe_gas_total_std": 0, "fe_h2_mean": 51.46, "fe_h2_std": 0, "fe_liquid_mean": 8.74, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 61.38, "max_partial_current_gas_total_mean": 234.39, "max_partial_current_h2_mean": 174.6, "max_partial_current_liquid_mean": 65.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 59.68, "partial_current_co_std": 0, "partial_current_gas_total_mean": 136.89, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 77.19, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.11, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.417-Au-0.083-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.083-Zn-0.5", "voltage_mean": 3.48, "voltage_std": 0, "xrf composition": "Ag-0.125-Au-0.359-Zn-0.516"}, {"Ag": 0.125, "Au": 0.359, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.516, "batch date": 240823, "batch number": 13, "cost_per_gram": 77642.48, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 30.69, "fe_co_std": 0, "fe_gas_total_mean": 82.68, "fe_gas_total_std": 0, "fe_h2_mean": 51.98, "fe_h2_std": 0, "fe_liquid_mean": 17.32, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 61.38, "max_partial_current_gas_total_mean": 234.39, "max_partial_current_h2_mean": 174.6, "max_partial_current_liquid_mean": 65.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 61.38, "partial_current_co_std": 0, "partial_current_gas_total_mean": 165.36, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 103.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 34.64, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.417-Au-0.083-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.083-Zn-0.5", "voltage_mean": 3.62, "voltage_std": 0, "xrf composition": "Ag-0.125-Au-0.359-Zn-0.516"}, {"Ag": 0.125, "Au": 0.359, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.516, "batch date": 240823, "batch number": 13, "cost_per_gram": 77642.48, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 19.91, "fe_co_std": 0, "fe_gas_total_mean": 78.13, "fe_gas_total_std": 0, "fe_h2_mean": 58.2, "fe_h2_std": 0, "fe_liquid_mean": 21.87, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 61.38, "max_partial_current_gas_total_mean": 234.39, "max_partial_current_h2_mean": 174.6, "max_partial_current_liquid_mean": 65.61, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 59.73, "partial_current_co_std": 0, "partial_current_gas_total_mean": 234.39, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 174.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 65.61, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.417-Au-0.083-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.083-Zn-0.5", "voltage_mean": 3.82, "voltage_std": 0, "xrf composition": "Ag-0.125-Au-0.359-Zn-0.516"}, {"Ag": 0.085, "Au": 0.431, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.485, "batch date": 240823, "batch number": 13, "cost_per_gram": 87315.77, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.417-Au-0.167-Zn-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.167-Zn-0.417", "voltage_mean": 2.99, "voltage_std": 0, "xrf composition": "Ag-0.085-Au-0.431-Zn-0.485"}, {"Ag": 0.085, "Au": 0.431, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.485, "batch date": 240823, "batch number": 13, "cost_per_gram": 87315.77, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 20.2, "fe_co_std": 0, "fe_gas_total_mean": 78.71, "fe_gas_total_std": 0, "fe_h2_mean": 58.5, "fe_h2_std": 0, "fe_liquid_mean": 21.29, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.83, "max_partial_current_gas_total_mean": 240.72, "max_partial_current_h2_mean": 211.65, "max_partial_current_liquid_mean": 59.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 39.35, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29.25, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.64, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.417-Au-0.167-Zn-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.167-Zn-0.417", "voltage_mean": 2.87, "voltage_std": 0, "xrf composition": "Ag-0.085-Au-0.431-Zn-0.485"}, {"Ag": 0.085, "Au": 0.431, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.485, "batch date": 240823, "batch number": 13, "cost_per_gram": 87315.77, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 28.17, "fe_co_std": 0, "fe_gas_total_mean": 81.2, "fe_gas_total_std": 0, "fe_h2_mean": 53.02, "fe_h2_std": 0, "fe_liquid_mean": 18.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.83, "max_partial_current_gas_total_mean": 240.72, "max_partial_current_h2_mean": 211.65, "max_partial_current_liquid_mean": 59.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 28.17, "partial_current_co_std": 0, "partial_current_gas_total_mean": 81.2, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 53.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.8, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.417-Au-0.167-Zn-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.167-Zn-0.417", "voltage_mean": 3.18, "voltage_std": 0, "xrf composition": "Ag-0.085-Au-0.431-Zn-0.485"}, {"Ag": 0.085, "Au": 0.431, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.485, "batch date": 240823, "batch number": 13, "cost_per_gram": 87315.77, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 23.22, "fe_co_std": 0, "fe_gas_total_mean": 82.85, "fe_gas_total_std": 0, "fe_h2_mean": 59.62, "fe_h2_std": 0, "fe_liquid_mean": 17.15, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.83, "max_partial_current_gas_total_mean": 240.72, "max_partial_current_h2_mean": 211.65, "max_partial_current_liquid_mean": 59.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.83, "partial_current_co_std": 0, "partial_current_gas_total_mean": 124.28, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 89.43, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.72, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.417-Au-0.167-Zn-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.167-Zn-0.417", "voltage_mean": 3.36, "voltage_std": 0, "xrf composition": "Ag-0.085-Au-0.431-Zn-0.485"}, {"Ag": 0.085, "Au": 0.431, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.485, "batch date": 240823, "batch number": 13, "cost_per_gram": 87315.77, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 17.07, "fe_co_std": 0, "fe_gas_total_mean": 74.91, "fe_gas_total_std": 0, "fe_h2_mean": 57.83, "fe_h2_std": 0, "fe_liquid_mean": 25.09, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.83, "max_partial_current_gas_total_mean": 240.72, "max_partial_current_h2_mean": 211.65, "max_partial_current_liquid_mean": 59.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 149.82, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 115.66, "partial_current_h2_std": 0, "partial_current_liquid_mean": 50.18, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.417-Au-0.167-Zn-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.167-Zn-0.417", "voltage_mean": 3.49, "voltage_std": 0, "xrf composition": "Ag-0.085-Au-0.431-Zn-0.485"}, {"Ag": 0.085, "Au": 0.431, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.485, "batch date": 240823, "batch number": 13, "cost_per_gram": 87315.77, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.68, "fe_co_std": 0, "fe_gas_total_mean": 80.24, "fe_gas_total_std": 0, "fe_h2_mean": 70.55, "fe_h2_std": 0, "fe_liquid_mean": 19.76, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.83, "max_partial_current_gas_total_mean": 240.72, "max_partial_current_h2_mean": 211.65, "max_partial_current_liquid_mean": 59.28, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 240.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 211.65, "partial_current_h2_std": 0, "partial_current_liquid_mean": 59.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.417-Au-0.167-Zn-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.167-Zn-0.417", "voltage_mean": 3.7, "voltage_std": 0, "xrf composition": "Ag-0.085-Au-0.431-Zn-0.485"}, {"Ag": 0.387, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.383, "batch date": 240823, "batch number": 13, "cost_per_gram": 52933.85, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.429-Au-0.286-Zn-0.286_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.429-Au-0.286-Zn-0.286", "voltage_mean": 2.91, "voltage_std": 0, "xrf composition": "Ag-0.387-Au-0.231-Zn-0.383"}, {"Ag": 0.387, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.383, "batch date": 240823, "batch number": 13, "cost_per_gram": 52933.85, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.96, "fe_co_std": 0, "fe_gas_total_mean": 81.14, "fe_gas_total_std": 0, "fe_h2_mean": 71.17, "fe_h2_std": 0, "fe_liquid_mean": 18.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.78, "max_partial_current_gas_total_mean": 243.42, "max_partial_current_h2_mean": 221.61, "max_partial_current_liquid_mean": 56.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 40.57, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.58, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.43, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.429-Au-0.286-Zn-0.286_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.429-Au-0.286-Zn-0.286", "voltage_mean": 2.83, "voltage_std": 0, "xrf composition": "Ag-0.387-Au-0.231-Zn-0.383"}, {"Ag": 0.387, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.383, "batch date": 240823, "batch number": 13, "cost_per_gram": 52933.85, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.26, "fe_co_std": 0, "fe_gas_total_mean": 79.79, "fe_gas_total_std": 0, "fe_h2_mean": 66.51, "fe_h2_std": 0, "fe_liquid_mean": 20.21, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.78, "max_partial_current_gas_total_mean": 243.42, "max_partial_current_h2_mean": 221.61, "max_partial_current_liquid_mean": 56.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.26, "partial_current_co_std": 0, "partial_current_gas_total_mean": 79.79, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 66.51, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.21, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.429-Au-0.286-Zn-0.286_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.429-Au-0.286-Zn-0.286", "voltage_mean": 3.13, "voltage_std": 0, "xrf composition": "Ag-0.387-Au-0.231-Zn-0.383"}, {"Ag": 0.387, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.383, "batch date": 240823, "batch number": 13, "cost_per_gram": 52933.85, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.94, "fe_co_std": 0, "fe_gas_total_mean": 79.2, "fe_gas_total_std": 0, "fe_h2_mean": 67.26, "fe_h2_std": 0, "fe_liquid_mean": 20.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.78, "max_partial_current_gas_total_mean": 243.42, "max_partial_current_h2_mean": 221.61, "max_partial_current_liquid_mean": 56.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.91, "partial_current_co_std": 0, "partial_current_gas_total_mean": 118.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 100.89, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.429-Au-0.286-Zn-0.286_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.429-Au-0.286-Zn-0.286", "voltage_mean": 3.31, "voltage_std": 0, "xrf composition": "Ag-0.387-Au-0.231-Zn-0.383"}, {"Ag": 0.387, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.383, "batch date": 240823, "batch number": 13, "cost_per_gram": 52933.85, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.87, "fe_co_std": 0, "fe_gas_total_mean": 79.96, "fe_gas_total_std": 0, "fe_h2_mean": 70.07, "fe_h2_std": 0, "fe_liquid_mean": 20.04, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.78, "max_partial_current_gas_total_mean": 243.42, "max_partial_current_h2_mean": 221.61, "max_partial_current_liquid_mean": 56.58, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 159.92, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 140.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 40.08, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.429-Au-0.286-Zn-0.286_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.429-Au-0.286-Zn-0.286", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Ag-0.387-Au-0.231-Zn-0.383"}, {"Ag": 0.387, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.383, "batch date": 240823, "batch number": 13, "cost_per_gram": 52933.85, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.26, "fe_co_std": 0, "fe_gas_total_mean": 81.14, "fe_gas_total_std": 0, "fe_h2_mean": 73.87, "fe_h2_std": 0, "fe_liquid_mean": 18.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.78, "max_partial_current_gas_total_mean": 243.42, "max_partial_current_h2_mean": 221.61, "max_partial_current_liquid_mean": 56.58, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.78, "partial_current_co_std": 0, "partial_current_gas_total_mean": 243.42, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 221.61, "partial_current_h2_std": 0, "partial_current_liquid_mean": 56.58, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.429-Au-0.286-Zn-0.286_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.429-Au-0.286-Zn-0.286", "voltage_mean": 3.65, "voltage_std": 0, "xrf composition": "Ag-0.387-Au-0.231-Zn-0.383"}, {"Ag": 0.122, "Au": 0.42, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.459, "batch date": 240823, "batch number": 13, "cost_per_gram": 85055.74, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.5-Au-0.083-Zn-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.083-Zn-0.417", "voltage_mean": 2.99, "voltage_std": 0, "xrf composition": "Ag-0.122-Au-0.42-Zn-0.459"}, {"Ag": 0.122, "Au": 0.42, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.459, "batch date": 240823, "batch number": 13, "cost_per_gram": 85055.74, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 65.19, "fe_co_std": 0, "fe_gas_total_mean": 88.49, "fe_gas_total_std": 0, "fe_h2_mean": 23.29, "fe_h2_std": 0, "fe_liquid_mean": 11.51, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 79.2, "max_partial_current_gas_total_mean": 246.09, "max_partial_current_h2_mean": 166.86, "max_partial_current_liquid_mean": 53.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.6, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 11.64, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.083-Zn-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.083-Zn-0.417", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Ag-0.122-Au-0.42-Zn-0.459"}, {"Ag": 0.122, "Au": 0.42, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.459, "batch date": 240823, "batch number": 13, "cost_per_gram": 85055.74, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 58.73, "fe_co_std": 0, "fe_gas_total_mean": 87.62, "fe_gas_total_std": 0, "fe_h2_mean": 28.88, "fe_h2_std": 0, "fe_liquid_mean": 12.38, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 79.2, "max_partial_current_gas_total_mean": 246.09, "max_partial_current_h2_mean": 166.86, "max_partial_current_liquid_mean": 53.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 58.73, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 28.88, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.083-Zn-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.083-Zn-0.417", "voltage_mean": 3.23, "voltage_std": 0, "xrf composition": "Ag-0.122-Au-0.42-Zn-0.459"}, {"Ag": 0.122, "Au": 0.42, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.459, "batch date": 240823, "batch number": 13, "cost_per_gram": 85055.74, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 46.82, "fe_co_std": 0, "fe_gas_total_mean": 80.2, "fe_gas_total_std": 0, "fe_h2_mean": 33.37, "fe_h2_std": 0, "fe_liquid_mean": 19.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 79.2, "max_partial_current_gas_total_mean": 246.09, "max_partial_current_h2_mean": 166.86, "max_partial_current_liquid_mean": 53.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 70.23, "partial_current_co_std": 0, "partial_current_gas_total_mean": 120.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 50.06, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.083-Zn-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.083-Zn-0.417", "voltage_mean": 3.39, "voltage_std": 0, "xrf composition": "Ag-0.122-Au-0.42-Zn-0.459"}, {"Ag": 0.122, "Au": 0.42, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.459, "batch date": 240823, "batch number": 13, "cost_per_gram": 85055.74, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 38.86, "fe_co_std": 0, "fe_gas_total_mean": 84.53, "fe_gas_total_std": 0, "fe_h2_mean": 45.65, "fe_h2_std": 0, "fe_liquid_mean": 15.47, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 79.2, "max_partial_current_gas_total_mean": 246.09, "max_partial_current_h2_mean": 166.86, "max_partial_current_liquid_mean": 53.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 77.72, "partial_current_co_std": 0, "partial_current_gas_total_mean": 169.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 91.3, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.083-Zn-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.083-Zn-0.417", "voltage_mean": 3.52, "voltage_std": 0, "xrf composition": "Ag-0.122-Au-0.42-Zn-0.459"}, {"Ag": 0.122, "Au": 0.42, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.459, "batch date": 240823, "batch number": 13, "cost_per_gram": 85055.74, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 26.4, "fe_co_std": 0, "fe_gas_total_mean": 82.03, "fe_gas_total_std": 0, "fe_h2_mean": 55.62, "fe_h2_std": 0, "fe_liquid_mean": 17.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 79.2, "max_partial_current_gas_total_mean": 246.09, "max_partial_current_h2_mean": 166.86, "max_partial_current_liquid_mean": 53.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 79.2, "partial_current_co_std": 0, "partial_current_gas_total_mean": 246.09, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 166.86, "partial_current_h2_std": 0, "partial_current_liquid_mean": 53.91, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.083-Zn-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.083-Zn-0.417", "voltage_mean": 3.71, "voltage_std": 0, "xrf composition": "Ag-0.122-Au-0.42-Zn-0.459"}, {"Ag": 0.237, "Au": 0.335, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.427, "batch date": 240823, "batch number": 13, "cost_per_gram": 71691.37, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Ag-0.237-Au-0.335-Zn-0.427"}, {"Ag": 0.237, "Au": 0.335, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.427, "batch date": 240823, "batch number": 13, "cost_per_gram": 71691.37, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 15.81, "fe_co_std": 0, "fe_gas_total_mean": 76.02, "fe_gas_total_std": 0, "fe_h2_mean": 60.19, "fe_h2_std": 0, "fe_liquid_mean": 23.98, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.2, "max_partial_current_gas_total_mean": 225.66, "max_partial_current_h2_mean": 214.08, "max_partial_current_liquid_mean": 74.34, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 38.01, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 30.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.99, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 2.96, "voltage_std": 0, "xrf composition": "Ag-0.237-Au-0.335-Zn-0.427"}, {"Ag": 0.237, "Au": 0.335, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.427, "batch date": 240823, "batch number": 13, "cost_per_gram": 71691.37, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.47, "fe_co_std": 0, "fe_gas_total_mean": 82.21, "fe_gas_total_std": 0, "fe_h2_mean": 65.74, "fe_h2_std": 0, "fe_liquid_mean": 17.79, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.2, "max_partial_current_gas_total_mean": 225.66, "max_partial_current_h2_mean": 214.08, "max_partial_current_liquid_mean": 74.34, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.47, "partial_current_co_std": 0, "partial_current_gas_total_mean": 82.21, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 65.74, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.79, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 3.23, "voltage_std": 0, "xrf composition": "Ag-0.237-Au-0.335-Zn-0.427"}, {"Ag": 0.237, "Au": 0.335, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.427, "batch date": 240823, "batch number": 13, "cost_per_gram": 71691.37, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.58, "fe_co_std": 0, "fe_gas_total_mean": 82.79, "fe_gas_total_std": 0, "fe_h2_mean": 69.2, "fe_h2_std": 0, "fe_liquid_mean": 17.21, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.2, "max_partial_current_gas_total_mean": 225.66, "max_partial_current_h2_mean": 214.08, "max_partial_current_liquid_mean": 74.34, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.37, "partial_current_co_std": 0, "partial_current_gas_total_mean": 124.19, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 103.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.82, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 3.39, "voltage_std": 0, "xrf composition": "Ag-0.237-Au-0.335-Zn-0.427"}, {"Ag": 0.237, "Au": 0.335, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.427, "batch date": 240823, "batch number": 13, "cost_per_gram": 71691.37, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.6, "fe_co_std": 0, "fe_gas_total_mean": 82.98, "fe_gas_total_std": 0, "fe_h2_mean": 72.37, "fe_h2_std": 0, "fe_liquid_mean": 17.02, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.2, "max_partial_current_gas_total_mean": 225.66, "max_partial_current_h2_mean": 214.08, "max_partial_current_liquid_mean": 74.34, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.2, "partial_current_co_std": 0, "partial_current_gas_total_mean": 165.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 144.74, "partial_current_h2_std": 0, "partial_current_liquid_mean": 34.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 3.52, "voltage_std": 0, "xrf composition": "Ag-0.237-Au-0.335-Zn-0.427"}, {"Ag": 0.237, "Au": 0.335, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.427, "batch date": 240823, "batch number": 13, "cost_per_gram": 71691.37, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.85, "fe_co_std": 0, "fe_gas_total_mean": 75.22, "fe_gas_total_std": 0, "fe_h2_mean": 71.36, "fe_h2_std": 0, "fe_liquid_mean": 24.78, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.2, "max_partial_current_gas_total_mean": 225.66, "max_partial_current_h2_mean": 214.08, "max_partial_current_liquid_mean": 74.34, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.55, "partial_current_co_std": 0, "partial_current_gas_total_mean": 225.66, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 214.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 74.34, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 3.71, "voltage_std": 0, "xrf composition": "Ag-0.237-Au-0.335-Zn-0.427"}, {"Ag": 0.132, "Au": 0.146, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.722, "batch date": 240823, "batch number": 13, "cost_per_gram": 41437.1, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Ag-0.132-Au-0.146-Zn-0.722"}, {"Ag": 0.132, "Au": 0.146, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.722, "batch date": 240823, "batch number": 13, "cost_per_gram": 41437.1, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 14.12, "fe_co_std": 0, "fe_gas_total_mean": 74.59, "fe_gas_total_std": 0, "fe_h2_mean": 60.46, "fe_h2_std": 0, "fe_liquid_mean": 25.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 28.52, "max_partial_current_gas_total_mean": 238.74, "max_partial_current_h2_mean": 211.08, "max_partial_current_liquid_mean": 61.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.06, "partial_current_co_std": 0, "partial_current_gas_total_mean": 37.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 30.23, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Ag-0.132-Au-0.146-Zn-0.722"}, {"Ag": 0.132, "Au": 0.146, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.722, "batch date": 240823, "batch number": 13, "cost_per_gram": 41437.1, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 21.19, "fe_co_std": 0, "fe_gas_total_mean": 82.07, "fe_gas_total_std": 0, "fe_h2_mean": 60.87, "fe_h2_std": 0, "fe_liquid_mean": 17.93, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 28.52, "max_partial_current_gas_total_mean": 238.74, "max_partial_current_h2_mean": 211.08, "max_partial_current_liquid_mean": 61.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.19, "partial_current_co_std": 0, "partial_current_gas_total_mean": 82.07, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 60.87, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.93, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 3.25, "voltage_std": 0, "xrf composition": "Ag-0.132-Au-0.146-Zn-0.722"}, {"Ag": 0.132, "Au": 0.146, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.722, "batch date": 240823, "batch number": 13, "cost_per_gram": 41437.1, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 17.5, "fe_co_std": 0, "fe_gas_total_mean": 80.15, "fe_gas_total_std": 0, "fe_h2_mean": 62.64, "fe_h2_std": 0, "fe_liquid_mean": 19.85, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 28.52, "max_partial_current_gas_total_mean": 238.74, "max_partial_current_h2_mean": 211.08, "max_partial_current_liquid_mean": 61.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.25, "partial_current_co_std": 0, "partial_current_gas_total_mean": 120.22, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 93.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.78, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 3.42, "voltage_std": 0, "xrf composition": "Ag-0.132-Au-0.146-Zn-0.722"}, {"Ag": 0.132, "Au": 0.146, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.722, "batch date": 240823, "batch number": 13, "cost_per_gram": 41437.1, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 14.26, "fe_co_std": 0, "fe_gas_total_mean": 82.16, "fe_gas_total_std": 0, "fe_h2_mean": 67.89, "fe_h2_std": 0, "fe_liquid_mean": 17.84, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 28.52, "max_partial_current_gas_total_mean": 238.74, "max_partial_current_h2_mean": 211.08, "max_partial_current_liquid_mean": 61.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 28.52, "partial_current_co_std": 0, "partial_current_gas_total_mean": 164.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 135.78, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 3.55, "voltage_std": 0, "xrf composition": "Ag-0.132-Au-0.146-Zn-0.722"}, {"Ag": 0.132, "Au": 0.146, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.722, "batch date": 240823, "batch number": 13, "cost_per_gram": 41437.1, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 9.21, "fe_co_std": 0, "fe_gas_total_mean": 79.58, "fe_gas_total_std": 0, "fe_h2_mean": 70.36, "fe_h2_std": 0, "fe_liquid_mean": 20.42, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 28.52, "max_partial_current_gas_total_mean": 238.74, "max_partial_current_h2_mean": 211.08, "max_partial_current_liquid_mean": 61.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.63, "partial_current_co_std": 0, "partial_current_gas_total_mean": 238.74, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 211.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 61.26, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 3.73, "voltage_std": 0, "xrf composition": "Ag-0.132-Au-0.146-Zn-0.722"}, {"Ag": 0.108, "Au": 0.148, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.744, "batch date": 240823, "batch number": 13, "cost_per_gram": 42311.18, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 3, "voltage_std": 0, "xrf composition": "Ag-0.108-Au-0.148-Zn-0.744"}, {"Ag": 0.108, "Au": 0.148, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.744, "batch date": 240823, "batch number": 13, "cost_per_gram": 42311.18, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 28.57, "fe_co_std": 0, "fe_gas_total_mean": 83.98, "fe_gas_total_std": 0, "fe_h2_mean": 55.4, "fe_h2_std": 0, "fe_liquid_mean": 16.02, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 35.98, "max_partial_current_gas_total_mean": 237.06, "max_partial_current_h2_mean": 202.62, "max_partial_current_liquid_mean": 62.94, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.28, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.99, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 27.7, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.01, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Ag-0.108-Au-0.148-Zn-0.744"}, {"Ag": 0.108, "Au": 0.148, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.744, "batch date": 240823, "batch number": 13, "cost_per_gram": 42311.18, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 28.03, "fe_co_std": 0, "fe_gas_total_mean": 78.25, "fe_gas_total_std": 0, "fe_h2_mean": 50.21, "fe_h2_std": 0, "fe_liquid_mean": 21.75, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 35.98, "max_partial_current_gas_total_mean": 237.06, "max_partial_current_h2_mean": 202.62, "max_partial_current_liquid_mean": 62.94, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 28.03, "partial_current_co_std": 0, "partial_current_gas_total_mean": 78.25, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 50.21, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.75, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 3.23, "voltage_std": 0, "xrf composition": "Ag-0.108-Au-0.148-Zn-0.744"}, {"Ag": 0.108, "Au": 0.148, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.744, "batch date": 240823, "batch number": 13, "cost_per_gram": 42311.18, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 23.02, "fe_co_std": 0, "fe_gas_total_mean": 82.81, "fe_gas_total_std": 0, "fe_h2_mean": 59.79, "fe_h2_std": 0, "fe_liquid_mean": 17.19, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 35.98, "max_partial_current_gas_total_mean": 237.06, "max_partial_current_h2_mean": 202.62, "max_partial_current_liquid_mean": 62.94, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.53, "partial_current_co_std": 0, "partial_current_gas_total_mean": 124.22, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 89.68, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.78, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Ag-0.108-Au-0.148-Zn-0.744"}, {"Ag": 0.108, "Au": 0.148, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.744, "batch date": 240823, "batch number": 13, "cost_per_gram": 42311.18, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 17.99, "fe_co_std": 0, "fe_gas_total_mean": 84.97, "fe_gas_total_std": 0, "fe_h2_mean": 66.98, "fe_h2_std": 0, "fe_liquid_mean": 15.03, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 35.98, "max_partial_current_gas_total_mean": 237.06, "max_partial_current_h2_mean": 202.62, "max_partial_current_liquid_mean": 62.94, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 35.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 169.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 133.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 3.54, "voltage_std": 0, "xrf composition": "Ag-0.108-Au-0.148-Zn-0.744"}, {"Ag": 0.108, "Au": 0.148, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.744, "batch date": 240823, "batch number": 13, "cost_per_gram": 42311.18, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.47, "fe_co_std": 0, "fe_gas_total_mean": 79.02, "fe_gas_total_std": 0, "fe_h2_mean": 67.54, "fe_h2_std": 0, "fe_liquid_mean": 20.98, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 35.98, "max_partial_current_gas_total_mean": 237.06, "max_partial_current_h2_mean": 202.62, "max_partial_current_liquid_mean": 62.94, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.41, "partial_current_co_std": 0, "partial_current_gas_total_mean": 237.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 202.62, "partial_current_h2_std": 0, "partial_current_liquid_mean": 62.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.25-Zn-0.25_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Zn-0.25", "voltage_mean": 3.73, "voltage_std": 0, "xrf composition": "Ag-0.108-Au-0.148-Zn-0.744"}, {"Ag": 0.454, "Au": 0.383, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.162, "batch date": 240823, "batch number": 13, "cost_per_gram": 72760.29, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.5-Au-0.333-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.333-Zn-0.167", "voltage_mean": 2.9, "voltage_std": 0, "xrf composition": "Ag-0.454-Au-0.383-Zn-0.162"}, {"Ag": 0.454, "Au": 0.383, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.162, "batch date": 240823, "batch number": 13, "cost_per_gram": 72760.29, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.81, "fe_co_std": 0, "fe_gas_total_mean": 77.17, "fe_gas_total_std": 0, "fe_h2_mean": 68.34, "fe_h2_std": 0, "fe_liquid_mean": 22.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.09, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 26.01, "max_partial_current_gas_total_mean": 246.09, "max_partial_current_h2_mean": 219.96, "max_partial_current_liquid_mean": 53.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.4, "partial_current_co_std": 0, "partial_current_gas_total_mean": 38.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 34.17, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.333-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.333-Zn-0.167", "voltage_mean": 2.85, "voltage_std": 0, "xrf composition": "Ag-0.454-Au-0.383-Zn-0.162"}, {"Ag": 0.454, "Au": 0.383, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.162, "batch date": 240823, "batch number": 13, "cost_per_gram": 72760.29, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.99, "fe_co_std": 0, "fe_gas_total_mean": 80.15, "fe_gas_total_std": 0, "fe_h2_mean": 66.15, "fe_h2_std": 0, "fe_liquid_mean": 19.85, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.09, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 26.01, "max_partial_current_gas_total_mean": 246.09, "max_partial_current_h2_mean": 219.96, "max_partial_current_liquid_mean": 53.91, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.99, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.15, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 66.15, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.85, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.333-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.333-Zn-0.167", "voltage_mean": 3.17, "voltage_std": 0, "xrf composition": "Ag-0.454-Au-0.383-Zn-0.162"}, {"Ag": 0.454, "Au": 0.383, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.162, "batch date": 240823, "batch number": 13, "cost_per_gram": 72760.29, "current density": 150, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.74, "fe_co_std": 0, "fe_gas_total_mean": 79.33, "fe_gas_total_std": 0, "fe_h2_mean": 66.57, "fe_h2_std": 0, "fe_liquid_mean": 20.67, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.09, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 26.01, "max_partial_current_gas_total_mean": 246.09, "max_partial_current_h2_mean": 219.96, "max_partial_current_liquid_mean": 53.91, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.11, "partial_current_co_std": 0, "partial_current_gas_total_mean": 119, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 99.85, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.01, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.333-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.333-Zn-0.167", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Ag-0.454-Au-0.383-Zn-0.162"}, {"Ag": 0.454, "Au": 0.383, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.162, "batch date": 240823, "batch number": 13, "cost_per_gram": 72760.29, "current density": 200, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.16, "fe_co_std": 0, "fe_gas_total_mean": 79.13, "fe_gas_total_std": 0, "fe_h2_mean": 67.94, "fe_h2_std": 0, "fe_liquid_mean": 20.87, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.09, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 26.01, "max_partial_current_gas_total_mean": 246.09, "max_partial_current_h2_mean": 219.96, "max_partial_current_liquid_mean": 53.91, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.32, "partial_current_co_std": 0, "partial_current_gas_total_mean": 158.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 135.88, "partial_current_h2_std": 0, "partial_current_liquid_mean": 41.74, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.333-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.333-Zn-0.167", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Ag-0.454-Au-0.383-Zn-0.162"}, {"Ag": 0.454, "Au": 0.383, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.162, "batch date": 240823, "batch number": 13, "cost_per_gram": 72760.29, "current density": 300, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 8.67, "fe_co_std": 0, "fe_gas_total_mean": 82.03, "fe_gas_total_std": 0, "fe_h2_mean": 73.32, "fe_h2_std": 0, "fe_liquid_mean": 17.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.09, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 26.01, "max_partial_current_gas_total_mean": 246.09, "max_partial_current_h2_mean": 219.96, "max_partial_current_liquid_mean": 53.91, "partial_current_c2h4_mean": 0.09, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.01, "partial_current_co_std": 0, "partial_current_gas_total_mean": 246.09, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 219.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 53.91, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.333-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.333-Zn-0.167", "voltage_mean": 3.63, "voltage_std": 0, "xrf composition": "Ag-0.454-Au-0.383-Zn-0.162"}, {"Ag": 0.497, "Au": 0.366, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.137, "batch date": 240823, "batch number": 13, "cost_per_gram": 69788.05, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.5-Au-0.375-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.375-Zn-0.125", "voltage_mean": 2.93, "voltage_std": 0, "xrf composition": "Ag-0.497-Au-0.366-Zn-0.137"}, {"Ag": 0.497, "Au": 0.366, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.137, "batch date": 240823, "batch number": 13, "cost_per_gram": 69788.05, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.19, "fe_co_std": 0, "fe_gas_total_mean": 82.16, "fe_gas_total_std": 0, "fe_h2_mean": 74.96, "fe_h2_std": 0, "fe_liquid_mean": 17.84, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 23.43, "max_partial_current_gas_total_mean": 226.41, "max_partial_current_h2_mean": 202.98, "max_partial_current_liquid_mean": 73.59, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 3.6, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.08, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 37.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.92, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.375-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.375-Zn-0.125", "voltage_mean": 2.83, "voltage_std": 0, "xrf composition": "Ag-0.497-Au-0.366-Zn-0.137"}, {"Ag": 0.497, "Au": 0.366, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.137, "batch date": 240823, "batch number": 13, "cost_per_gram": 69788.05, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 13.49, "fe_co_std": 0, "fe_gas_total_mean": 81.01, "fe_gas_total_std": 0, "fe_h2_mean": 67.51, "fe_h2_std": 0, "fe_liquid_mean": 18.99, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 23.43, "max_partial_current_gas_total_mean": 226.41, "max_partial_current_h2_mean": 202.98, "max_partial_current_liquid_mean": 73.59, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.49, "partial_current_co_std": 0, "partial_current_gas_total_mean": 81.01, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 67.51, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.99, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.375-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.375-Zn-0.125", "voltage_mean": 3.14, "voltage_std": 0, "xrf composition": "Ag-0.497-Au-0.366-Zn-0.137"}, {"Ag": 0.497, "Au": 0.366, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.137, "batch date": 240823, "batch number": 13, "cost_per_gram": 69788.05, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 12.9, "fe_co_std": 0, "fe_gas_total_mean": 82.53, "fe_gas_total_std": 0, "fe_h2_mean": 69.63, "fe_h2_std": 0, "fe_liquid_mean": 17.47, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 23.43, "max_partial_current_gas_total_mean": 226.41, "max_partial_current_h2_mean": 202.98, "max_partial_current_liquid_mean": 73.59, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.35, "partial_current_co_std": 0, "partial_current_gas_total_mean": 123.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 104.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.375-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.375-Zn-0.125", "voltage_mean": 3.33, "voltage_std": 0, "xrf composition": "Ag-0.497-Au-0.366-Zn-0.137"}, {"Ag": 0.497, "Au": 0.366, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.137, "batch date": 240823, "batch number": 13, "cost_per_gram": 69788.05, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 11.17, "fe_co_std": 0, "fe_gas_total_mean": 81.6, "fe_gas_total_std": 0, "fe_h2_mean": 70.42, "fe_h2_std": 0, "fe_liquid_mean": 18.4, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 23.43, "max_partial_current_gas_total_mean": 226.41, "max_partial_current_h2_mean": 202.98, "max_partial_current_liquid_mean": 73.59, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.34, "partial_current_co_std": 0, "partial_current_gas_total_mean": 163.2, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 140.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 36.8, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.375-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.375-Zn-0.125", "voltage_mean": 3.46, "voltage_std": 0, "xrf composition": "Ag-0.497-Au-0.366-Zn-0.137"}, {"Ag": 0.497, "Au": 0.366, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.137, "batch date": 240823, "batch number": 13, "cost_per_gram": 69788.05, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 7.81, "fe_co_std": 0, "fe_gas_total_mean": 75.47, "fe_gas_total_std": 0, "fe_h2_mean": 67.66, "fe_h2_std": 0, "fe_liquid_mean": 24.53, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 23.43, "max_partial_current_gas_total_mean": 226.41, "max_partial_current_h2_mean": 202.98, "max_partial_current_liquid_mean": 73.59, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.43, "partial_current_co_std": 0, "partial_current_gas_total_mean": 226.41, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 202.98, "partial_current_h2_std": 0, "partial_current_liquid_mean": 73.59, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.5-Au-0.375-Zn-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.375-Zn-0.125", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Ag-0.497-Au-0.366-Zn-0.137"}, {"Ag": 0.552, "Au": 0.237, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.211, "batch date": 240823, "batch number": 13, "cost_per_gram": 51027.15, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.636-Au-0.182-Zn-0.182_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.636-Au-0.182-Zn-0.182", "voltage_mean": 3.04, "voltage_std": 0, "xrf composition": "Ag-0.552-Au-0.237-Zn-0.211"}, {"Ag": 0.552, "Au": 0.237, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.211, "batch date": 240823, "batch number": 13, "cost_per_gram": 51027.15, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 6.06, "fe_co_std": 0, "fe_gas_total_mean": 85.44, "fe_gas_total_std": 0, "fe_h2_mean": 79.37, "fe_h2_std": 0, "fe_liquid_mean": 14.56, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.42, "max_partial_current_gas_total_mean": 243.36, "max_partial_current_h2_mean": 231.54, "max_partial_current_liquid_mean": 56.64, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 3.03, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 39.68, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.636-Au-0.182-Zn-0.182_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.636-Au-0.182-Zn-0.182", "voltage_mean": 2.84, "voltage_std": 0, "xrf composition": "Ag-0.552-Au-0.237-Zn-0.211"}, {"Ag": 0.552, "Au": 0.237, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.211, "batch date": 240823, "batch number": 13, "cost_per_gram": 51027.15, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.94, "fe_co_std": 0, "fe_gas_total_mean": 84.45, "fe_gas_total_std": 0, "fe_h2_mean": 72.5, "fe_h2_std": 0, "fe_liquid_mean": 15.55, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.42, "max_partial_current_gas_total_mean": 243.36, "max_partial_current_h2_mean": 231.54, "max_partial_current_liquid_mean": 56.64, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 84.45, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 72.5, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.55, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.636-Au-0.182-Zn-0.182_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.636-Au-0.182-Zn-0.182", "voltage_mean": 3.21, "voltage_std": 0, "xrf composition": "Ag-0.552-Au-0.237-Zn-0.211"}, {"Ag": 0.552, "Au": 0.237, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.211, "batch date": 240823, "batch number": 13, "cost_per_gram": 51027.15, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.62, "fe_co_std": 0, "fe_gas_total_mean": 84.22, "fe_gas_total_std": 0, "fe_h2_mean": 71.59, "fe_h2_std": 0, "fe_liquid_mean": 15.78, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.42, "max_partial_current_gas_total_mean": 243.36, "max_partial_current_h2_mean": 231.54, "max_partial_current_liquid_mean": 56.64, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.93, "partial_current_co_std": 0, "partial_current_gas_total_mean": 126.33, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 107.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.67, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.636-Au-0.182-Zn-0.182_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.636-Au-0.182-Zn-0.182", "voltage_mean": 3.39, "voltage_std": 0, "xrf composition": "Ag-0.552-Au-0.237-Zn-0.211"}, {"Ag": 0.552, "Au": 0.237, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.211, "batch date": 240823, "batch number": 13, "cost_per_gram": 51027.15, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.21, "fe_co_std": 0, "fe_gas_total_mean": 83.56, "fe_gas_total_std": 0, "fe_h2_mean": 73.34, "fe_h2_std": 0, "fe_liquid_mean": 16.44, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.42, "max_partial_current_gas_total_mean": 243.36, "max_partial_current_h2_mean": 231.54, "max_partial_current_liquid_mean": 56.64, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 167.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 146.68, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.636-Au-0.182-Zn-0.182_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.636-Au-0.182-Zn-0.182", "voltage_mean": 3.54, "voltage_std": 0, "xrf composition": "Ag-0.552-Au-0.237-Zn-0.211"}, {"Ag": 0.552, "Au": 0.237, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.211, "batch date": 240823, "batch number": 13, "cost_per_gram": 51027.15, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.93, "fe_co_std": 0, "fe_gas_total_mean": 81.12, "fe_gas_total_std": 0, "fe_h2_mean": 77.18, "fe_h2_std": 0, "fe_liquid_mean": 18.88, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 20.42, "max_partial_current_gas_total_mean": 243.36, "max_partial_current_h2_mean": 231.54, "max_partial_current_liquid_mean": 56.64, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.79, "partial_current_co_std": 0, "partial_current_gas_total_mean": 243.36, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 231.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 56.64, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.636-Au-0.182-Zn-0.182_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.636-Au-0.182-Zn-0.182", "voltage_mean": 3.74, "voltage_std": 0, "xrf composition": "Ag-0.552-Au-0.237-Zn-0.211"}, {"Ag": 0.513, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.256, "batch date": 240823, "batch number": 13, "cost_per_gram": 50734.29, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp13_240823_Ag-0.667-Au-0.167-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Au-0.167-Zn-0.167", "voltage_mean": 2.93, "voltage_std": 0, "xrf composition": "Ag-0.513-Au-0.231-Zn-0.256"}, {"Ag": 0.513, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.256, "batch date": 240823, "batch number": 13, "cost_per_gram": 50734.29, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.06, "fe_co_std": 0, "fe_gas_total_mean": 84.18, "fe_gas_total_std": 0, "fe_h2_mean": 68.11, "fe_h2_std": 0, "fe_liquid_mean": 15.82, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 32.94, "max_partial_current_gas_total_mean": 251.97, "max_partial_current_h2_mean": 227.88, "max_partial_current_liquid_mean": 48.03, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.03, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.09, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 34.06, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.91, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.667-Au-0.167-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Au-0.167-Zn-0.167", "voltage_mean": 2.8, "voltage_std": 0, "xrf composition": "Ag-0.513-Au-0.231-Zn-0.256"}, {"Ag": 0.513, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.256, "batch date": 240823, "batch number": 13, "cost_per_gram": 50734.29, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 24.65, "fe_co_std": 0, "fe_gas_total_mean": 85.02, "fe_gas_total_std": 0, "fe_h2_mean": 60.37, "fe_h2_std": 0, "fe_liquid_mean": 14.98, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 32.94, "max_partial_current_gas_total_mean": 251.97, "max_partial_current_h2_mean": 227.88, "max_partial_current_liquid_mean": 48.03, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.65, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 60.37, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.667-Au-0.167-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Au-0.167-Zn-0.167", "voltage_mean": 3.15, "voltage_std": 0, "xrf composition": "Ag-0.513-Au-0.231-Zn-0.256"}, {"Ag": 0.513, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.256, "batch date": 240823, "batch number": 13, "cost_per_gram": 50734.29, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 21.39, "fe_co_std": 0, "fe_gas_total_mean": 82.7, "fe_gas_total_std": 0, "fe_h2_mean": 61.31, "fe_h2_std": 0, "fe_liquid_mean": 17.3, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 32.94, "max_partial_current_gas_total_mean": 251.97, "max_partial_current_h2_mean": 227.88, "max_partial_current_liquid_mean": 48.03, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 124.05, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 91.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.95, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.667-Au-0.167-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Au-0.167-Zn-0.167", "voltage_mean": 3.31, "voltage_std": 0, "xrf composition": "Ag-0.513-Au-0.231-Zn-0.256"}, {"Ag": 0.513, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.256, "batch date": 240823, "batch number": 13, "cost_per_gram": 50734.29, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.47, "fe_co_std": 0, "fe_gas_total_mean": 84.22, "fe_gas_total_std": 0, "fe_h2_mean": 67.74, "fe_h2_std": 0, "fe_liquid_mean": 15.78, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 32.94, "max_partial_current_gas_total_mean": 251.97, "max_partial_current_h2_mean": 227.88, "max_partial_current_liquid_mean": 48.03, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 168.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 135.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.667-Au-0.167-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Au-0.167-Zn-0.167", "voltage_mean": 3.46, "voltage_std": 0, "xrf composition": "Ag-0.513-Au-0.231-Zn-0.256"}, {"Ag": 0.513, "Au": 0.231, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.256, "batch date": 240823, "batch number": 13, "cost_per_gram": 50734.29, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.01, "fe_co_std": 0, "fe_gas_total_mean": 83.99, "fe_gas_total_std": 0, "fe_h2_mean": 75.96, "fe_h2_std": 0, "fe_liquid_mean": 16.01, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 32.94, "max_partial_current_gas_total_mean": 251.97, "max_partial_current_h2_mean": 227.88, "max_partial_current_liquid_mean": 48.03, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.03, "partial_current_co_std": 0, "partial_current_gas_total_mean": 251.97, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 227.88, "partial_current_h2_std": 0, "partial_current_liquid_mean": 48.03, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp13_240823_Ag-0.667-Au-0.167-Zn-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Au-0.167-Zn-0.167", "voltage_mean": 3.74, "voltage_std": 0, "xrf composition": "Ag-0.513-Au-0.231-Zn-0.256"}, {"Ag": 0, "Au": 0.327, "Cd": 0, "Cu": 0.132, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.541, "batch date": 240906, "batch number": 14, "cost_per_gram": 76928.34, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp14_240906_Au-0.2-Cu-0.4-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Cu-0.4-Zn-0.4", "voltage_mean": 2.92, "voltage_std": 0, "xrf composition": "Au-0.327-Cu-0.132-Zn-0.541"}, {"Ag": 0, "Au": 0.327, "Cd": 0, "Cu": 0.132, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.541, "batch date": 240906, "batch number": 14, "cost_per_gram": 76928.34, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 55.4, "fe_co_std": 0, "fe_gas_total_mean": 84.69, "fe_gas_total_std": 0, "fe_h2_mean": 29.28, "fe_h2_std": 0, "fe_liquid_mean": 15.31, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 79.1, "max_partial_current_gas_total_mean": 245.61, "max_partial_current_h2_mean": 168, "max_partial_current_liquid_mean": 54.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.7, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 14.64, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.2-Cu-0.4-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Cu-0.4-Zn-0.4", "voltage_mean": 2.85, "voltage_std": 0, "xrf composition": "Au-0.327-Cu-0.132-Zn-0.541"}, {"Ag": 0, "Au": 0.327, "Cd": 0, "Cu": 0.132, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.541, "batch date": 240906, "batch number": 14, "cost_per_gram": 76928.34, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 55.79, "fe_co_std": 0, "fe_gas_total_mean": 86.33, "fe_gas_total_std": 0, "fe_h2_mean": 30.54, "fe_h2_std": 0, "fe_liquid_mean": 13.67, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 79.1, "max_partial_current_gas_total_mean": 245.61, "max_partial_current_h2_mean": 168, "max_partial_current_liquid_mean": 54.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 55.79, "partial_current_co_std": 0, "partial_current_gas_total_mean": 86.33, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 30.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.67, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.2-Cu-0.4-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Cu-0.4-Zn-0.4", "voltage_mean": 3.12, "voltage_std": 0, "xrf composition": "Au-0.327-Cu-0.132-Zn-0.541"}, {"Ag": 0, "Au": 0.327, "Cd": 0, "Cu": 0.132, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.541, "batch date": 240906, "batch number": 14, "cost_per_gram": 76928.34, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 48.25, "fe_co_std": 0, "fe_gas_total_mean": 84.21, "fe_gas_total_std": 0, "fe_h2_mean": 35.95, "fe_h2_std": 0, "fe_liquid_mean": 15.79, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 79.1, "max_partial_current_gas_total_mean": 245.61, "max_partial_current_h2_mean": 168, "max_partial_current_liquid_mean": 54.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 72.38, "partial_current_co_std": 0, "partial_current_gas_total_mean": 126.31, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 53.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.2-Cu-0.4-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Cu-0.4-Zn-0.4", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Au-0.327-Cu-0.132-Zn-0.541"}, {"Ag": 0, "Au": 0.327, "Cd": 0, "Cu": 0.132, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.541, "batch date": 240906, "batch number": 14, "cost_per_gram": 76928.34, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 39.55, "fe_co_std": 0, "fe_gas_total_mean": 84.91, "fe_gas_total_std": 0, "fe_h2_mean": 45.36, "fe_h2_std": 0, "fe_liquid_mean": 15.09, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 79.1, "max_partial_current_gas_total_mean": 245.61, "max_partial_current_h2_mean": 168, "max_partial_current_liquid_mean": 54.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 79.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 169.82, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 90.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.18, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.2-Cu-0.4-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Cu-0.4-Zn-0.4", "voltage_mean": 3.43, "voltage_std": 0, "xrf composition": "Au-0.327-Cu-0.132-Zn-0.541"}, {"Ag": 0, "Au": 0.327, "Cd": 0, "Cu": 0.132, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.541, "batch date": 240906, "batch number": 14, "cost_per_gram": 76928.34, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 25.85, "fe_co_std": 0, "fe_gas_total_mean": 81.87, "fe_gas_total_std": 0, "fe_h2_mean": 56, "fe_h2_std": 0, "fe_liquid_mean": 18.13, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 79.1, "max_partial_current_gas_total_mean": 245.61, "max_partial_current_h2_mean": 168, "max_partial_current_liquid_mean": 54.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 77.55, "partial_current_co_std": 0, "partial_current_gas_total_mean": 245.61, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 168, "partial_current_h2_std": 0, "partial_current_liquid_mean": 54.39, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.2-Cu-0.4-Zn-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Cu-0.4-Zn-0.4", "voltage_mean": 3.62, "voltage_std": 0, "xrf composition": "Au-0.327-Cu-0.132-Zn-0.541"}, {"Ag": 0, "Au": 0.157, "Cd": 0, "Cu": 0.219, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.624, "batch date": 240906, "batch number": 14, "cost_per_gram": 46654, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 2.99, "voltage_std": 0, "xrf composition": "Au-0.157-Cu-0.219-Zn-0.624"}, {"Ag": 0, "Au": 0.157, "Cd": 0, "Cu": 0.219, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.624, "batch date": 240906, "batch number": 14, "cost_per_gram": 46654, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 41.11, "fe_co_std": 0, "fe_gas_total_mean": 82.51, "fe_gas_total_std": 0, "fe_h2_mean": 41.39, "fe_h2_std": 0, "fe_liquid_mean": 17.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.3, "max_partial_current_gas_total_mean": 239.19, "max_partial_current_h2_mean": 172.14, "max_partial_current_liquid_mean": 60.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 20.7, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.74, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 2.91, "voltage_std": 0, "xrf composition": "Au-0.157-Cu-0.219-Zn-0.624"}, {"Ag": 0, "Au": 0.157, "Cd": 0, "Cu": 0.219, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.624, "batch date": 240906, "batch number": 14, "cost_per_gram": 46654, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 47.62, "fe_co_std": 0, "fe_gas_total_mean": 85.54, "fe_gas_total_std": 0, "fe_h2_mean": 37.92, "fe_h2_std": 0, "fe_liquid_mean": 14.46, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.3, "max_partial_current_gas_total_mean": 239.19, "max_partial_current_h2_mean": 172.14, "max_partial_current_liquid_mean": 60.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 47.62, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 37.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 3.19, "voltage_std": 0, "xrf composition": "Au-0.157-Cu-0.219-Zn-0.624"}, {"Ag": 0, "Au": 0.157, "Cd": 0, "Cu": 0.219, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.624, "batch date": 240906, "batch number": 14, "cost_per_gram": 46654, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 42.97, "fe_co_std": 0, "fe_gas_total_mean": 85.62, "fe_gas_total_std": 0, "fe_h2_mean": 42.65, "fe_h2_std": 0, "fe_liquid_mean": 14.38, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.3, "max_partial_current_gas_total_mean": 239.19, "max_partial_current_h2_mean": 172.14, "max_partial_current_liquid_mean": 60.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 64.46, "partial_current_co_std": 0, "partial_current_gas_total_mean": 128.43, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 63.98, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 3.38, "voltage_std": 0, "xrf composition": "Au-0.157-Cu-0.219-Zn-0.624"}, {"Ag": 0, "Au": 0.157, "Cd": 0, "Cu": 0.219, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.624, "batch date": 240906, "batch number": 14, "cost_per_gram": 46654, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 35.65, "fe_co_std": 0, "fe_gas_total_mean": 84.62, "fe_gas_total_std": 0, "fe_h2_mean": 48.95, "fe_h2_std": 0, "fe_liquid_mean": 15.38, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.3, "max_partial_current_gas_total_mean": 239.19, "max_partial_current_h2_mean": 172.14, "max_partial_current_liquid_mean": 60.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 71.3, "partial_current_co_std": 0, "partial_current_gas_total_mean": 169.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 97.9, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 3.53, "voltage_std": 0, "xrf composition": "Au-0.157-Cu-0.219-Zn-0.624"}, {"Ag": 0, "Au": 0.157, "Cd": 0, "Cu": 0.219, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.624, "batch date": 240906, "batch number": 14, "cost_per_gram": 46654, "current density": 300, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 22.31, "fe_co_std": 0, "fe_gas_total_mean": 79.73, "fe_gas_total_std": 0, "fe_h2_mean": 57.38, "fe_h2_std": 0, "fe_liquid_mean": 20.27, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.3, "max_partial_current_gas_total_mean": 239.19, "max_partial_current_h2_mean": 172.14, "max_partial_current_liquid_mean": 60.81, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 66.93, "partial_current_co_std": 0, "partial_current_gas_total_mean": 239.19, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 172.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 60.81, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 3.78, "voltage_std": 0, "xrf composition": "Au-0.157-Cu-0.219-Zn-0.624"}, {"Ag": 0, "Au": 0.16, "Cd": 0, "Cu": 0.155, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.685, "batch date": 240906, "batch number": 14, "cost_per_gram": 47262.34, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 3.05, "voltage_std": 0, "xrf composition": "Au-0.16-Cu-0.155-Zn-0.685"}, {"Ag": 0, "Au": 0.16, "Cd": 0, "Cu": 0.155, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.685, "batch date": 240906, "batch number": 14, "cost_per_gram": 47262.34, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 49.42, "fe_co_std": 0, "fe_gas_total_mean": 84.84, "fe_gas_total_std": 0, "fe_h2_mean": 35.41, "fe_h2_std": 0, "fe_liquid_mean": 15.16, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 72.48, "max_partial_current_gas_total_mean": 227.64, "max_partial_current_h2_mean": 158.28, "max_partial_current_liquid_mean": 72.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.71, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.42, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 17.7, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.58, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 2.9, "voltage_std": 0, "xrf composition": "Au-0.16-Cu-0.155-Zn-0.685"}, {"Ag": 0, "Au": 0.16, "Cd": 0, "Cu": 0.155, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.685, "batch date": 240906, "batch number": 14, "cost_per_gram": 47262.34, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 49.22, "fe_co_std": 0, "fe_gas_total_mean": 84.45, "fe_gas_total_std": 0, "fe_h2_mean": 35.23, "fe_h2_std": 0, "fe_liquid_mean": 15.55, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 72.48, "max_partial_current_gas_total_mean": 227.64, "max_partial_current_h2_mean": 158.28, "max_partial_current_liquid_mean": 72.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 49.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 84.45, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.23, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.55, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 3.18, "voltage_std": 0, "xrf composition": "Au-0.16-Cu-0.155-Zn-0.685"}, {"Ag": 0, "Au": 0.16, "Cd": 0, "Cu": 0.155, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.685, "batch date": 240906, "batch number": 14, "cost_per_gram": 47262.34, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 42.86, "fe_co_std": 0, "fe_gas_total_mean": 81.53, "fe_gas_total_std": 0, "fe_h2_mean": 38.66, "fe_h2_std": 0, "fe_liquid_mean": 18.47, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 72.48, "max_partial_current_gas_total_mean": 227.64, "max_partial_current_h2_mean": 158.28, "max_partial_current_liquid_mean": 72.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 64.29, "partial_current_co_std": 0, "partial_current_gas_total_mean": 122.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 57.99, "partial_current_h2_std": 0, "partial_current_liquid_mean": 27.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 3.36, "voltage_std": 0, "xrf composition": "Au-0.16-Cu-0.155-Zn-0.685"}, {"Ag": 0, "Au": 0.16, "Cd": 0, "Cu": 0.155, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.685, "batch date": 240906, "batch number": 14, "cost_per_gram": 47262.34, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 36.24, "fe_co_std": 0, "fe_gas_total_mean": 84.72, "fe_gas_total_std": 0, "fe_h2_mean": 48.47, "fe_h2_std": 0, "fe_liquid_mean": 15.28, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 72.48, "max_partial_current_gas_total_mean": 227.64, "max_partial_current_h2_mean": 158.28, "max_partial_current_liquid_mean": 72.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 72.48, "partial_current_co_std": 0, "partial_current_gas_total_mean": 169.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 96.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 3.5, "voltage_std": 0, "xrf composition": "Au-0.16-Cu-0.155-Zn-0.685"}, {"Ag": 0, "Au": 0.16, "Cd": 0, "Cu": 0.155, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.685, "batch date": 240906, "batch number": 14, "cost_per_gram": 47262.34, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 23.1, "fe_co_std": 0, "fe_gas_total_mean": 75.88, "fe_gas_total_std": 0, "fe_h2_mean": 52.76, "fe_h2_std": 0, "fe_liquid_mean": 24.12, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 72.48, "max_partial_current_gas_total_mean": 227.64, "max_partial_current_h2_mean": 158.28, "max_partial_current_liquid_mean": 72.36, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 69.3, "partial_current_co_std": 0, "partial_current_gas_total_mean": 227.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 158.28, "partial_current_h2_std": 0, "partial_current_liquid_mean": 72.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 3.72, "voltage_std": 0, "xrf composition": "Au-0.16-Cu-0.155-Zn-0.685"}, {"Ag": 0, "Au": 0.254, "Cd": 0, "Cu": 0.156, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.59, "batch date": 240906, "batch number": 14, "cost_per_gram": 65608.53, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 2.99, "voltage_std": 0, "xrf composition": "Au-0.254-Cu-0.156-Zn-0.59"}, {"Ag": 0, "Au": 0.254, "Cd": 0, "Cu": 0.156, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.59, "batch date": 240906, "batch number": 14, "cost_per_gram": 65608.53, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 45.13, "fe_co_std": 0, "fe_gas_total_mean": 82.87, "fe_gas_total_std": 0, "fe_h2_mean": 37.73, "fe_h2_std": 0, "fe_liquid_mean": 17.13, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 80.92, "max_partial_current_gas_total_mean": 240.84, "max_partial_current_h2_mean": 166.14, "max_partial_current_liquid_mean": 59.16, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 18.86, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 2.87, "voltage_std": 0, "xrf composition": "Au-0.254-Cu-0.156-Zn-0.59"}, {"Ag": 0, "Au": 0.254, "Cd": 0, "Cu": 0.156, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.59, "batch date": 240906, "batch number": 14, "cost_per_gram": 65608.53, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 51.5, "fe_co_std": 0, "fe_gas_total_mean": 83.92, "fe_gas_total_std": 0, "fe_h2_mean": 32.42, "fe_h2_std": 0, "fe_liquid_mean": 16.08, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 80.92, "max_partial_current_gas_total_mean": 240.84, "max_partial_current_h2_mean": 166.14, "max_partial_current_liquid_mean": 59.16, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 51.5, "partial_current_co_std": 0, "partial_current_gas_total_mean": 83.92, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 32.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.08, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 3.14, "voltage_std": 0, "xrf composition": "Au-0.254-Cu-0.156-Zn-0.59"}, {"Ag": 0, "Au": 0.254, "Cd": 0, "Cu": 0.156, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.59, "batch date": 240906, "batch number": 14, "cost_per_gram": 65608.53, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 48.03, "fe_co_std": 0, "fe_gas_total_mean": 85.76, "fe_gas_total_std": 0, "fe_h2_mean": 37.73, "fe_h2_std": 0, "fe_liquid_mean": 14.24, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 80.92, "max_partial_current_gas_total_mean": 240.84, "max_partial_current_h2_mean": 166.14, "max_partial_current_liquid_mean": 59.16, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 72.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 128.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 56.59, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Au-0.254-Cu-0.156-Zn-0.59"}, {"Ag": 0, "Au": 0.254, "Cd": 0, "Cu": 0.156, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.59, "batch date": 240906, "batch number": 14, "cost_per_gram": 65608.53, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 40.46, "fe_co_std": 0, "fe_gas_total_mean": 84.72, "fe_gas_total_std": 0, "fe_h2_mean": 44.26, "fe_h2_std": 0, "fe_liquid_mean": 15.28, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 80.92, "max_partial_current_gas_total_mean": 240.84, "max_partial_current_h2_mean": 166.14, "max_partial_current_liquid_mean": 59.16, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 80.92, "partial_current_co_std": 0, "partial_current_gas_total_mean": 169.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 88.52, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Au-0.254-Cu-0.156-Zn-0.59"}, {"Ag": 0, "Au": 0.254, "Cd": 0, "Cu": 0.156, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.59, "batch date": 240906, "batch number": 14, "cost_per_gram": 65608.53, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 24.87, "fe_co_std": 0, "fe_gas_total_mean": 80.28, "fe_gas_total_std": 0, "fe_h2_mean": 55.38, "fe_h2_std": 0, "fe_liquid_mean": 19.72, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 80.92, "max_partial_current_gas_total_mean": 240.84, "max_partial_current_h2_mean": 166.14, "max_partial_current_liquid_mean": 59.16, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 74.61, "partial_current_co_std": 0, "partial_current_gas_total_mean": 240.84, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 166.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 59.16, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.25-Zn-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Zn-0.5", "voltage_mean": 3.67, "voltage_std": 0, "xrf composition": "Au-0.254-Cu-0.156-Zn-0.59"}, {"Ag": 0, "Au": 0.222, "Cd": 0, "Cu": 0.203, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.575, "batch date": 240906, "batch number": 14, "cost_per_gram": 59958.71, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp14_240906_Au-0.25-Cu-0.375-Zn-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.375-Zn-0.375", "voltage_mean": 3, "voltage_std": 0, "xrf composition": "Au-0.222-Cu-0.203-Zn-0.575"}, {"Ag": 0, "Au": 0.222, "Cd": 0, "Cu": 0.203, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.575, "batch date": 240906, "batch number": 14, "cost_per_gram": 59958.71, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.19, "fe_co_std": 0, "fe_gas_total_mean": 84.06, "fe_gas_total_std": 0, "fe_h2_mean": 75.86, "fe_h2_std": 0, "fe_liquid_mean": 15.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 29.73, "max_partial_current_gas_total_mean": 237.63, "max_partial_current_h2_mean": 207.87, "max_partial_current_liquid_mean": 62.37, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.03, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 37.93, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.97, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.375-Zn-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.375-Zn-0.375", "voltage_mean": 2.82, "voltage_std": 0, "xrf composition": "Au-0.222-Cu-0.203-Zn-0.575"}, {"Ag": 0, "Au": 0.222, "Cd": 0, "Cu": 0.203, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.575, "batch date": 240906, "batch number": 14, "cost_per_gram": 59958.71, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 14.18, "fe_co_std": 0, "fe_gas_total_mean": 80.98, "fe_gas_total_std": 0, "fe_h2_mean": 66.79, "fe_h2_std": 0, "fe_liquid_mean": 19.02, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 29.73, "max_partial_current_gas_total_mean": 237.63, "max_partial_current_h2_mean": 207.87, "max_partial_current_liquid_mean": 62.37, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.18, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.98, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 66.79, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.02, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.375-Zn-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.375-Zn-0.375", "voltage_mean": 3.1, "voltage_std": 0, "xrf composition": "Au-0.222-Cu-0.203-Zn-0.575"}, {"Ag": 0, "Au": 0.222, "Cd": 0, "Cu": 0.203, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.575, "batch date": 240906, "batch number": 14, "cost_per_gram": 59958.71, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 15.82, "fe_co_std": 0, "fe_gas_total_mean": 81.26, "fe_gas_total_std": 0, "fe_h2_mean": 65.44, "fe_h2_std": 0, "fe_liquid_mean": 18.74, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 29.73, "max_partial_current_gas_total_mean": 237.63, "max_partial_current_h2_mean": 207.87, "max_partial_current_liquid_mean": 62.37, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.73, "partial_current_co_std": 0, "partial_current_gas_total_mean": 121.89, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 98.16, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.11, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.375-Zn-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.375-Zn-0.375", "voltage_mean": 3.28, "voltage_std": 0, "xrf composition": "Au-0.222-Cu-0.203-Zn-0.575"}, {"Ag": 0, "Au": 0.222, "Cd": 0, "Cu": 0.203, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.575, "batch date": 240906, "batch number": 14, "cost_per_gram": 59958.71, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 14.45, "fe_co_std": 0, "fe_gas_total_mean": 81.65, "fe_gas_total_std": 0, "fe_h2_mean": 67.19, "fe_h2_std": 0, "fe_liquid_mean": 18.35, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 29.73, "max_partial_current_gas_total_mean": 237.63, "max_partial_current_h2_mean": 207.87, "max_partial_current_liquid_mean": 62.37, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 28.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 163.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 134.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 36.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.375-Zn-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.375-Zn-0.375", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Au-0.222-Cu-0.203-Zn-0.575"}, {"Ag": 0, "Au": 0.222, "Cd": 0, "Cu": 0.203, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.575, "batch date": 240906, "batch number": 14, "cost_per_gram": 59958.71, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 9.91, "fe_co_std": 0, "fe_gas_total_mean": 79.21, "fe_gas_total_std": 0, "fe_h2_mean": 69.29, "fe_h2_std": 0, "fe_liquid_mean": 20.79, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 29.73, "max_partial_current_gas_total_mean": 237.63, "max_partial_current_h2_mean": 207.87, "max_partial_current_liquid_mean": 62.37, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.73, "partial_current_co_std": 0, "partial_current_gas_total_mean": 237.63, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 207.87, "partial_current_h2_std": 0, "partial_current_liquid_mean": 62.37, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.375-Zn-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.375-Zn-0.375", "voltage_mean": 3.63, "voltage_std": 0, "xrf composition": "Au-0.222-Cu-0.203-Zn-0.575"}, {"Ag": 0, "Au": 0.252, "Cd": 0, "Cu": 0.241, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.507, "batch date": 240906, "batch number": 14, "cost_per_gram": 65370.5, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp14_240906_Au-0.25-Cu-0.5-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Zn-0.25", "voltage_mean": 2.89, "voltage_std": 0, "xrf composition": "Au-0.252-Cu-0.241-Zn-0.507"}, {"Ag": 0, "Au": 0.252, "Cd": 0, "Cu": 0.241, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.507, "batch date": 240906, "batch number": 14, "cost_per_gram": 65370.5, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 20.6, "fe_co_std": 0, "fe_gas_total_mean": 84.51, "fe_gas_total_std": 0, "fe_h2_mean": 63.9, "fe_h2_std": 0, "fe_liquid_mean": 15.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 33.3, "max_partial_current_gas_total_mean": 257.19, "max_partial_current_h2_mean": 223.86, "max_partial_current_liquid_mean": 42.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.3, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.95, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.74, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.5-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Zn-0.25", "voltage_mean": 2.84, "voltage_std": 0, "xrf composition": "Au-0.252-Cu-0.241-Zn-0.507"}, {"Ag": 0, "Au": 0.252, "Cd": 0, "Cu": 0.241, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.507, "batch date": 240906, "batch number": 14, "cost_per_gram": 65370.5, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 21.53, "fe_co_std": 0, "fe_gas_total_mean": 82.78, "fe_gas_total_std": 0, "fe_h2_mean": 61.24, "fe_h2_std": 0, "fe_liquid_mean": 17.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 33.3, "max_partial_current_gas_total_mean": 257.19, "max_partial_current_h2_mean": 223.86, "max_partial_current_liquid_mean": 42.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.53, "partial_current_co_std": 0, "partial_current_gas_total_mean": 82.78, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 61.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.22, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.5-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Zn-0.25", "voltage_mean": 3.18, "voltage_std": 0, "xrf composition": "Au-0.252-Cu-0.241-Zn-0.507"}, {"Ag": 0, "Au": 0.252, "Cd": 0, "Cu": 0.241, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.507, "batch date": 240906, "batch number": 14, "cost_per_gram": 65370.5, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 18.55, "fe_co_std": 0, "fe_gas_total_mean": 84.34, "fe_gas_total_std": 0, "fe_h2_mean": 65.79, "fe_h2_std": 0, "fe_liquid_mean": 15.66, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 33.3, "max_partial_current_gas_total_mean": 257.19, "max_partial_current_h2_mean": 223.86, "max_partial_current_liquid_mean": 42.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.82, "partial_current_co_std": 0, "partial_current_gas_total_mean": 126.51, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 98.69, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.49, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.5-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Zn-0.25", "voltage_mean": 3.29, "voltage_std": 0, "xrf composition": "Au-0.252-Cu-0.241-Zn-0.507"}, {"Ag": 0, "Au": 0.252, "Cd": 0, "Cu": 0.241, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.507, "batch date": 240906, "batch number": 14, "cost_per_gram": 65370.5, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 15.15, "fe_co_std": 0, "fe_gas_total_mean": 84.22, "fe_gas_total_std": 0, "fe_h2_mean": 69.07, "fe_h2_std": 0, "fe_liquid_mean": 15.78, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 33.3, "max_partial_current_gas_total_mean": 257.19, "max_partial_current_h2_mean": 223.86, "max_partial_current_liquid_mean": 42.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.3, "partial_current_co_std": 0, "partial_current_gas_total_mean": 168.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 138.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.5-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Zn-0.25", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Au-0.252-Cu-0.241-Zn-0.507"}, {"Ag": 0, "Au": 0.252, "Cd": 0, "Cu": 0.241, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.507, "batch date": 240906, "batch number": 14, "cost_per_gram": 65370.5, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.1, "fe_co_std": 0, "fe_gas_total_mean": 85.73, "fe_gas_total_std": 0, "fe_h2_mean": 74.62, "fe_h2_std": 0, "fe_liquid_mean": 14.27, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 33.3, "max_partial_current_gas_total_mean": 257.19, "max_partial_current_h2_mean": 223.86, "max_partial_current_liquid_mean": 42.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 33.3, "partial_current_co_std": 0, "partial_current_gas_total_mean": 257.19, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 223.86, "partial_current_h2_std": 0, "partial_current_liquid_mean": 42.81, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.5-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Zn-0.25", "voltage_mean": 3.69, "voltage_std": 0, "xrf composition": "Au-0.252-Cu-0.241-Zn-0.507"}, {"Ag": 0, "Au": 0.188, "Cd": 0, "Cu": 0.121, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.691, "batch date": 240906, "batch number": 14, "cost_per_gram": 53217.92, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp14_240906_Au-0.25-Cu-0.5-Zn-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Zn-0.25", "voltage_mean": 2.955, "voltage_std": 0.049497474683058526, "xrf composition": "Au-0.188-Cu-0.121-Zn-0.691"}, {"Ag": 0, "Au": 0.188, "Cd": 0, "Cu": 0.121, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.691, "batch date": 240906, "batch number": 14, "cost_per_gram": 53217.92, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 21.46, "fe_co_std": 2.85, "fe_gas_total_mean": 82.5, "fe_gas_total_std": 1.49, "fe_h2_mean": 61.04, "fe_h2_std": 1.36, "fe_liquid_mean": 17.5, "fe_liquid_std": 1.49, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 40.43, "max_partial_current_gas_total_mean": 235.5, "max_partial_current_h2_mean": 195.32, "max_partial_current_liquid_mean": 64.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.73, "partial_current_co_std": 1.42, "partial_current_gas_total_mean": 41.25, "partial_current_gas_total_std": 0.75, "partial_current_h2_mean": 30.52, "partial_current_h2_std": 0.68, "partial_current_liquid_mean": 8.75, "partial_current_liquid_std": 0.75, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.5-Zn-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Zn-0.25", "voltage_mean": 2.87, "voltage_std": 0.01414213562373112, "xrf composition": "Au-0.188-Cu-0.121-Zn-0.691"}, {"Ag": 0, "Au": 0.188, "Cd": 0, "Cu": 0.121, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.691, "batch date": 240906, "batch number": 14, "cost_per_gram": 53217.92, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 27.06, "fe_co_std": 0.29, "fe_gas_total_mean": 81.34, "fe_gas_total_std": 1.51, "fe_h2_mean": 54.27, "fe_h2_std": 1.22, "fe_liquid_mean": 18.66, "fe_liquid_std": 1.51, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 40.43, "max_partial_current_gas_total_mean": 235.5, "max_partial_current_h2_mean": 195.32, "max_partial_current_liquid_mean": 64.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.06, "partial_current_co_std": 0.29, "partial_current_gas_total_mean": 81.34, "partial_current_gas_total_std": 1.51, "partial_current_h2_mean": 54.27, "partial_current_h2_std": 1.22, "partial_current_liquid_mean": 18.66, "partial_current_liquid_std": 1.51, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.5-Zn-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Zn-0.25", "voltage_mean": 3.21, "voltage_std": 0.028284271247461926, "xrf composition": "Au-0.188-Cu-0.121-Zn-0.691"}, {"Ag": 0, "Au": 0.188, "Cd": 0, "Cu": 0.121, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.691, "batch date": 240906, "batch number": 14, "cost_per_gram": 53217.92, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 24.95, "fe_co_std": 3.01, "fe_gas_total_mean": 81.38, "fe_gas_total_std": 1.98, "fe_h2_mean": 56.43, "fe_h2_std": 1.03, "fe_liquid_mean": 18.62, "fe_liquid_std": 1.98, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 40.43, "max_partial_current_gas_total_mean": 235.5, "max_partial_current_h2_mean": 195.32, "max_partial_current_liquid_mean": 64.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 37.42, "partial_current_co_std": 4.52, "partial_current_gas_total_mean": 122.07, "partial_current_gas_total_std": 2.97, "partial_current_h2_mean": 84.64, "partial_current_h2_std": 1.55, "partial_current_liquid_mean": 27.93, "partial_current_liquid_std": 2.97, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.5-Zn-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Zn-0.25", "voltage_mean": 3.33, "voltage_std": 0.028284271247461926, "xrf composition": "Au-0.188-Cu-0.121-Zn-0.691"}, {"Ag": 0, "Au": 0.188, "Cd": 0, "Cu": 0.121, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.691, "batch date": 240906, "batch number": 14, "cost_per_gram": 53217.92, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 20.22, "fe_co_std": 5.71, "fe_gas_total_mean": 80.5, "fe_gas_total_std": 4.33, "fe_h2_mean": 60.3, "fe_h2_std": 1.36, "fe_liquid_mean": 19.49, "fe_liquid_std": 4.33, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 40.43, "max_partial_current_gas_total_mean": 235.5, "max_partial_current_h2_mean": 195.32, "max_partial_current_liquid_mean": 64.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 40.43, "partial_current_co_std": 11.41, "partial_current_gas_total_mean": 161.01, "partial_current_gas_total_std": 8.67, "partial_current_h2_mean": 120.59, "partial_current_h2_std": 2.73, "partial_current_liquid_mean": 38.99, "partial_current_liquid_std": 8.67, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.5-Zn-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Zn-0.25", "voltage_mean": 3.465, "voltage_std": 0.03535533905932741, "xrf composition": "Au-0.188-Cu-0.121-Zn-0.691"}, {"Ag": 0, "Au": 0.188, "Cd": 0, "Cu": 0.121, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.691, "batch date": 240906, "batch number": 14, "cost_per_gram": 53217.92, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 13.38, "fe_co_std": 5.8, "fe_gas_total_mean": 78.5, "fe_gas_total_std": 6.63, "fe_h2_mean": 65.1, "fe_h2_std": 0.84, "fe_liquid_mean": 21.5, "fe_liquid_std": 6.63, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 40.43, "max_partial_current_gas_total_mean": 235.5, "max_partial_current_h2_mean": 195.32, "max_partial_current_liquid_mean": 64.5, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0.04, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 40.14, "partial_current_co_std": 17.39, "partial_current_gas_total_mean": 235.5, "partial_current_gas_total_std": 19.9, "partial_current_h2_mean": 195.32, "partial_current_h2_std": 2.52, "partial_current_liquid_mean": 64.5, "partial_current_liquid_std": 19.9, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.25-Cu-0.5-Zn-0.25_pp0_rep2", "sample_count": 2, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Zn-0.25", "voltage_mean": 3.675, "voltage_std": 0.06363961030678934, "xrf composition": "Au-0.188-Cu-0.121-Zn-0.691"}, {"Ag": 0, "Au": 0.238, "Cd": 0, "Cu": 0.125, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.637, "batch date": 240906, "batch number": 14, "cost_per_gram": 62781.16, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp14_240906_Au-0.364-Cu-0.273-Zn-0.364_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.364-Cu-0.273-Zn-0.364", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Au-0.238-Cu-0.125-Zn-0.637"}, {"Ag": 0, "Au": 0.238, "Cd": 0, "Cu": 0.125, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.637, "batch date": 240906, "batch number": 14, "cost_per_gram": 62781.16, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 14.15, "fe_co_std": 0, "fe_gas_total_mean": 82.86, "fe_gas_total_std": 0, "fe_h2_mean": 68.7, "fe_h2_std": 0, "fe_liquid_mean": 17.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 35.91, "max_partial_current_gas_total_mean": 235.92, "max_partial_current_h2_mean": 199.98, "max_partial_current_liquid_mean": 64.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.43, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 34.35, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.364-Cu-0.273-Zn-0.364_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.364-Cu-0.273-Zn-0.364", "voltage_mean": 2.81, "voltage_std": 0, "xrf composition": "Au-0.238-Cu-0.125-Zn-0.637"}, {"Ag": 0, "Au": 0.238, "Cd": 0, "Cu": 0.125, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.637, "batch date": 240906, "batch number": 14, "cost_per_gram": 62781.16, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 20.67, "fe_co_std": 0, "fe_gas_total_mean": 80.43, "fe_gas_total_std": 0, "fe_h2_mean": 59.76, "fe_h2_std": 0, "fe_liquid_mean": 19.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 35.91, "max_partial_current_gas_total_mean": 235.92, "max_partial_current_h2_mean": 199.98, "max_partial_current_liquid_mean": 64.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.67, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.43, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 59.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.364-Cu-0.273-Zn-0.364_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.364-Cu-0.273-Zn-0.364", "voltage_mean": 3.19, "voltage_std": 0, "xrf composition": "Au-0.238-Cu-0.125-Zn-0.637"}, {"Ag": 0, "Au": 0.238, "Cd": 0, "Cu": 0.125, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.637, "batch date": 240906, "batch number": 14, "cost_per_gram": 62781.16, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 19.78, "fe_co_std": 0, "fe_gas_total_mean": 80.67, "fe_gas_total_std": 0, "fe_h2_mean": 60.89, "fe_h2_std": 0, "fe_liquid_mean": 19.33, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 35.91, "max_partial_current_gas_total_mean": 235.92, "max_partial_current_h2_mean": 199.98, "max_partial_current_liquid_mean": 64.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.67, "partial_current_co_std": 0, "partial_current_gas_total_mean": 121, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 91.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.99, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.364-Cu-0.273-Zn-0.364_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.364-Cu-0.273-Zn-0.364", "voltage_mean": 3.29, "voltage_std": 0, "xrf composition": "Au-0.238-Cu-0.125-Zn-0.637"}, {"Ag": 0, "Au": 0.238, "Cd": 0, "Cu": 0.125, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.637, "batch date": 240906, "batch number": 14, "cost_per_gram": 62781.16, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 16.63, "fe_co_std": 0, "fe_gas_total_mean": 80.2, "fe_gas_total_std": 0, "fe_h2_mean": 63.57, "fe_h2_std": 0, "fe_liquid_mean": 19.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 35.91, "max_partial_current_gas_total_mean": 235.92, "max_partial_current_h2_mean": 199.98, "max_partial_current_liquid_mean": 64.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 33.26, "partial_current_co_std": 0, "partial_current_gas_total_mean": 160.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 127.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 39.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.364-Cu-0.273-Zn-0.364_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.364-Cu-0.273-Zn-0.364", "voltage_mean": 3.43, "voltage_std": 0, "xrf composition": "Au-0.238-Cu-0.125-Zn-0.637"}, {"Ag": 0, "Au": 0.238, "Cd": 0, "Cu": 0.125, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.637, "batch date": 240906, "batch number": 14, "cost_per_gram": 62781.16, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 11.97, "fe_co_std": 0, "fe_gas_total_mean": 78.64, "fe_gas_total_std": 0, "fe_h2_mean": 66.66, "fe_h2_std": 0, "fe_liquid_mean": 21.36, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 35.91, "max_partial_current_gas_total_mean": 235.92, "max_partial_current_h2_mean": 199.98, "max_partial_current_liquid_mean": 64.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 35.91, "partial_current_co_std": 0, "partial_current_gas_total_mean": 235.92, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 199.98, "partial_current_h2_std": 0, "partial_current_liquid_mean": 64.08, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.364-Cu-0.273-Zn-0.364_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.364-Cu-0.273-Zn-0.364", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Au-0.238-Cu-0.125-Zn-0.637"}, {"Ag": 0, "Au": 0.339, "Cd": 0, "Cu": 0.166, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.495, "batch date": 240906, "batch number": 14, "cost_per_gram": 78648.69, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp14_240906_Au-0.429-Cu-0.429-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.429-Zn-0.143", "voltage_mean": 2.95, "voltage_std": 0, "xrf composition": "Au-0.339-Cu-0.166-Zn-0.495"}, {"Ag": 0, "Au": 0.339, "Cd": 0, "Cu": 0.166, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.495, "batch date": 240906, "batch number": 14, "cost_per_gram": 78648.69, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 5.02, "fe_co_std": 0, "fe_gas_total_mean": 74.68, "fe_gas_total_std": 0, "fe_h2_mean": 69.64, "fe_h2_std": 0, "fe_liquid_mean": 25.32, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 14.58, "max_partial_current_gas_total_mean": 230.13, "max_partial_current_h2_mean": 215.55, "max_partial_current_liquid_mean": 69.87, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 2.51, "partial_current_co_std": 0, "partial_current_gas_total_mean": 37.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 34.82, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.429-Cu-0.429-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.429-Zn-0.143", "voltage_mean": 2.8, "voltage_std": 0, "xrf composition": "Au-0.339-Cu-0.166-Zn-0.495"}, {"Ag": 0, "Au": 0.339, "Cd": 0, "Cu": 0.166, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.495, "batch date": 240906, "batch number": 14, "cost_per_gram": 78648.69, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 6.43, "fe_co_std": 0, "fe_gas_total_mean": 71.2, "fe_gas_total_std": 0, "fe_h2_mean": 64.76, "fe_h2_std": 0, "fe_liquid_mean": 28.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 14.58, "max_partial_current_gas_total_mean": 230.13, "max_partial_current_h2_mean": 215.55, "max_partial_current_liquid_mean": 69.87, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.43, "partial_current_co_std": 0, "partial_current_gas_total_mean": 71.2, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 64.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.8, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.429-Cu-0.429-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.429-Zn-0.143", "voltage_mean": 3.05, "voltage_std": 0, "xrf composition": "Au-0.339-Cu-0.166-Zn-0.495"}, {"Ag": 0, "Au": 0.339, "Cd": 0, "Cu": 0.166, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.495, "batch date": 240906, "batch number": 14, "cost_per_gram": 78648.69, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 6.67, "fe_co_std": 0, "fe_gas_total_mean": 77.23, "fe_gas_total_std": 0, "fe_h2_mean": 70.56, "fe_h2_std": 0, "fe_liquid_mean": 22.77, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 14.58, "max_partial_current_gas_total_mean": 230.13, "max_partial_current_h2_mean": 215.55, "max_partial_current_liquid_mean": 69.87, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.01, "partial_current_co_std": 0, "partial_current_gas_total_mean": 115.84, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 105.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 34.16, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.429-Cu-0.429-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.429-Zn-0.143", "voltage_mean": 3.22, "voltage_std": 0, "xrf composition": "Au-0.339-Cu-0.166-Zn-0.495"}, {"Ag": 0, "Au": 0.339, "Cd": 0, "Cu": 0.166, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.495, "batch date": 240906, "batch number": 14, "cost_per_gram": 78648.69, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 5.93, "fe_co_std": 0, "fe_gas_total_mean": 66.47, "fe_gas_total_std": 0, "fe_h2_mean": 60.53, "fe_h2_std": 0, "fe_liquid_mean": 33.53, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 14.58, "max_partial_current_gas_total_mean": 230.13, "max_partial_current_h2_mean": 215.55, "max_partial_current_liquid_mean": 69.87, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.86, "partial_current_co_std": 0, "partial_current_gas_total_mean": 132.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 121.06, "partial_current_h2_std": 0, "partial_current_liquid_mean": 67.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.429-Cu-0.429-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.429-Zn-0.143", "voltage_mean": 3.35, "voltage_std": 0, "xrf composition": "Au-0.339-Cu-0.166-Zn-0.495"}, {"Ag": 0, "Au": 0.339, "Cd": 0, "Cu": 0.166, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.495, "batch date": 240906, "batch number": 14, "cost_per_gram": 78648.69, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 4.86, "fe_co_std": 0, "fe_gas_total_mean": 76.71, "fe_gas_total_std": 0, "fe_h2_mean": 71.85, "fe_h2_std": 0, "fe_liquid_mean": 23.29, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 14.58, "max_partial_current_gas_total_mean": 230.13, "max_partial_current_h2_mean": 215.55, "max_partial_current_liquid_mean": 69.87, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 230.13, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 215.55, "partial_current_h2_std": 0, "partial_current_liquid_mean": 69.87, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.429-Cu-0.429-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.429-Zn-0.143", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Au-0.339-Cu-0.166-Zn-0.495"}, {"Ag": 0, "Au": 0.263, "Cd": 0, "Cu": 0.214, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.523, "batch date": 240906, "batch number": 14, "cost_per_gram": 67198.23, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp14_240906_Au-0.5-Cu-0.25-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Zn-0.25", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Au-0.263-Cu-0.214-Zn-0.523"}, {"Ag": 0, "Au": 0.263, "Cd": 0, "Cu": 0.214, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.523, "batch date": 240906, "batch number": 14, "cost_per_gram": 67198.23, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 5.05, "fe_co_std": 0, "fe_gas_total_mean": 83.66, "fe_gas_total_std": 0, "fe_h2_mean": 78.59, "fe_h2_std": 0, "fe_liquid_mean": 16.34, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 22.65, "max_partial_current_gas_total_mean": 247.59, "max_partial_current_h2_mean": 224.91, "max_partial_current_liquid_mean": 52.41, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 2.52, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.83, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 39.3, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.17, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.5-Cu-0.25-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Zn-0.25", "voltage_mean": 2.78, "voltage_std": 0, "xrf composition": "Au-0.263-Cu-0.214-Zn-0.523"}, {"Ag": 0, "Au": 0.263, "Cd": 0, "Cu": 0.214, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.523, "batch date": 240906, "batch number": 14, "cost_per_gram": 67198.23, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 10.14, "fe_co_std": 0, "fe_gas_total_mean": 80.07, "fe_gas_total_std": 0, "fe_h2_mean": 69.92, "fe_h2_std": 0, "fe_liquid_mean": 19.93, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 22.65, "max_partial_current_gas_total_mean": 247.59, "max_partial_current_h2_mean": 224.91, "max_partial_current_liquid_mean": 52.41, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.07, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 69.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.93, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.5-Cu-0.25-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Zn-0.25", "voltage_mean": 3.08, "voltage_std": 0, "xrf composition": "Au-0.263-Cu-0.214-Zn-0.523"}, {"Ag": 0, "Au": 0.263, "Cd": 0, "Cu": 0.214, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.523, "batch date": 240906, "batch number": 14, "cost_per_gram": 67198.23, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 11.58, "fe_co_std": 0, "fe_gas_total_mean": 80.79, "fe_gas_total_std": 0, "fe_h2_mean": 69.2, "fe_h2_std": 0, "fe_liquid_mean": 19.21, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 22.65, "max_partial_current_gas_total_mean": 247.59, "max_partial_current_h2_mean": 224.91, "max_partial_current_liquid_mean": 52.41, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.37, "partial_current_co_std": 0, "partial_current_gas_total_mean": 121.19, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 103.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.82, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.5-Cu-0.25-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Zn-0.25", "voltage_mean": 3.28, "voltage_std": 0, "xrf composition": "Au-0.263-Cu-0.214-Zn-0.523"}, {"Ag": 0, "Au": 0.263, "Cd": 0, "Cu": 0.214, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.523, "batch date": 240906, "batch number": 14, "cost_per_gram": 67198.23, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 10.33, "fe_co_std": 0, "fe_gas_total_mean": 80.9, "fe_gas_total_std": 0, "fe_h2_mean": 70.56, "fe_h2_std": 0, "fe_liquid_mean": 19.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 22.65, "max_partial_current_gas_total_mean": 247.59, "max_partial_current_h2_mean": 224.91, "max_partial_current_liquid_mean": 52.41, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 161.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 141.12, "partial_current_h2_std": 0, "partial_current_liquid_mean": 38.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.5-Cu-0.25-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Zn-0.25", "voltage_mean": 3.42, "voltage_std": 0, "xrf composition": "Au-0.263-Cu-0.214-Zn-0.523"}, {"Ag": 0, "Au": 0.263, "Cd": 0, "Cu": 0.214, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.523, "batch date": 240906, "batch number": 14, "cost_per_gram": 67198.23, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 7.55, "fe_co_std": 0, "fe_gas_total_mean": 82.53, "fe_gas_total_std": 0, "fe_h2_mean": 74.97, "fe_h2_std": 0, "fe_liquid_mean": 17.47, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 22.65, "max_partial_current_gas_total_mean": 247.59, "max_partial_current_h2_mean": 224.91, "max_partial_current_liquid_mean": 52.41, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.65, "partial_current_co_std": 0, "partial_current_gas_total_mean": 247.59, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 224.91, "partial_current_h2_std": 0, "partial_current_liquid_mean": 52.41, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.5-Cu-0.25-Zn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Zn-0.25", "voltage_mean": 3.65, "voltage_std": 0, "xrf composition": "Au-0.263-Cu-0.214-Zn-0.523"}, {"Ag": 0, "Au": 0.17, "Cd": 0, "Cu": 0.237, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.593, "batch date": 240906, "batch number": 14, "cost_per_gram": 49546.28, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp14_240906_Au-0.5-Cu-0.25-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Zn-0.25", "voltage_mean": 2.89, "voltage_std": 0, "xrf composition": "Au-0.17-Cu-0.237-Zn-0.593"}, {"Ag": 0, "Au": 0.17, "Cd": 0, "Cu": 0.237, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.593, "batch date": 240906, "batch number": 14, "cost_per_gram": 49546.28, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.25, "fe_co_std": 0, "fe_gas_total_mean": 81.06, "fe_gas_total_std": 0, "fe_h2_mean": 72.8, "fe_h2_std": 0, "fe_liquid_mean": 18.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 30.24, "max_partial_current_gas_total_mean": 240.87, "max_partial_current_h2_mean": 210.63, "max_partial_current_liquid_mean": 59.13, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 4.12, "partial_current_co_std": 0, "partial_current_gas_total_mean": 40.53, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 36.4, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.47, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.5-Cu-0.25-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Zn-0.25", "voltage_mean": 2.78, "voltage_std": 0, "xrf composition": "Au-0.17-Cu-0.237-Zn-0.593"}, {"Ag": 0, "Au": 0.17, "Cd": 0, "Cu": 0.237, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.593, "batch date": 240906, "batch number": 14, "cost_per_gram": 49546.28, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 15.98, "fe_co_std": 0, "fe_gas_total_mean": 79.67, "fe_gas_total_std": 0, "fe_h2_mean": 63.69, "fe_h2_std": 0, "fe_liquid_mean": 20.33, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 30.24, "max_partial_current_gas_total_mean": 240.87, "max_partial_current_h2_mean": 210.63, "max_partial_current_liquid_mean": 59.13, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 79.67, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 63.69, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.33, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.5-Cu-0.25-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Zn-0.25", "voltage_mean": 3.15, "voltage_std": 0, "xrf composition": "Au-0.17-Cu-0.237-Zn-0.593"}, {"Ag": 0, "Au": 0.17, "Cd": 0, "Cu": 0.237, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.593, "batch date": 240906, "batch number": 14, "cost_per_gram": 49546.28, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 15.51, "fe_co_std": 0, "fe_gas_total_mean": 80.06, "fe_gas_total_std": 0, "fe_h2_mean": 64.55, "fe_h2_std": 0, "fe_liquid_mean": 19.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 30.24, "max_partial_current_gas_total_mean": 240.87, "max_partial_current_h2_mean": 210.63, "max_partial_current_liquid_mean": 59.13, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.26, "partial_current_co_std": 0, "partial_current_gas_total_mean": 120.09, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 96.82, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.91, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.5-Cu-0.25-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Zn-0.25", "voltage_mean": 3.25, "voltage_std": 0, "xrf composition": "Au-0.17-Cu-0.237-Zn-0.593"}, {"Ag": 0, "Au": 0.17, "Cd": 0, "Cu": 0.237, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.593, "batch date": 240906, "batch number": 14, "cost_per_gram": 49546.28, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 13.42, "fe_co_std": 0, "fe_gas_total_mean": 80.25, "fe_gas_total_std": 0, "fe_h2_mean": 66.83, "fe_h2_std": 0, "fe_liquid_mean": 19.75, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 30.24, "max_partial_current_gas_total_mean": 240.87, "max_partial_current_h2_mean": 210.63, "max_partial_current_liquid_mean": 59.13, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.84, "partial_current_co_std": 0, "partial_current_gas_total_mean": 160.5, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 133.66, "partial_current_h2_std": 0, "partial_current_liquid_mean": 39.5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.5-Cu-0.25-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Zn-0.25", "voltage_mean": 3.38, "voltage_std": 0, "xrf composition": "Au-0.17-Cu-0.237-Zn-0.593"}, {"Ag": 0, "Au": 0.17, "Cd": 0, "Cu": 0.237, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.593, "batch date": 240906, "batch number": 14, "cost_per_gram": 49546.28, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 10.08, "fe_co_std": 0, "fe_gas_total_mean": 80.29, "fe_gas_total_std": 0, "fe_h2_mean": 70.21, "fe_h2_std": 0, "fe_liquid_mean": 19.71, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 30.24, "max_partial_current_gas_total_mean": 240.87, "max_partial_current_h2_mean": 210.63, "max_partial_current_liquid_mean": 59.13, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.24, "partial_current_co_std": 0, "partial_current_gas_total_mean": 240.87, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 210.63, "partial_current_h2_std": 0, "partial_current_liquid_mean": 59.13, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.5-Cu-0.25-Zn-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Zn-0.25", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Au-0.17-Cu-0.237-Zn-0.593"}, {"Ag": 0, "Au": 0.239, "Cd": 0, "Cu": 0.386, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.376, "batch date": 240906, "batch number": 14, "cost_per_gram": 63231.12, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp14_240906_Au-0.571-Cu-0.286-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.571-Cu-0.286-Zn-0.143", "voltage_mean": 2.93, "voltage_std": 0, "xrf composition": "Au-0.239-Cu-0.386-Zn-0.376"}, {"Ag": 0, "Au": 0.239, "Cd": 0, "Cu": 0.386, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.376, "batch date": 240906, "batch number": 14, "cost_per_gram": 63231.12, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 33.3, "fe_co_std": 0, "fe_gas_total_mean": 85.46, "fe_gas_total_std": 0, "fe_h2_mean": 52.15, "fe_h2_std": 0, "fe_liquid_mean": 14.54, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.59, "max_partial_current_gas_total_mean": 243.81, "max_partial_current_h2_mean": 209.16, "max_partial_current_liquid_mean": 56.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.65, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.73, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 26.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.27, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.571-Cu-0.286-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.571-Cu-0.286-Zn-0.143", "voltage_mean": 2.99, "voltage_std": 0, "xrf composition": "Au-0.239-Cu-0.386-Zn-0.376"}, {"Ag": 0, "Au": 0.239, "Cd": 0, "Cu": 0.386, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.376, "batch date": 240906, "batch number": 14, "cost_per_gram": 63231.12, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 28.28, "fe_co_std": 0, "fe_gas_total_mean": 80.18, "fe_gas_total_std": 0, "fe_h2_mean": 51.89, "fe_h2_std": 0, "fe_liquid_mean": 19.82, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.59, "max_partial_current_gas_total_mean": 243.81, "max_partial_current_h2_mean": 209.16, "max_partial_current_liquid_mean": 56.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 28.28, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.18, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 51.89, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.82, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.571-Cu-0.286-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.571-Cu-0.286-Zn-0.143", "voltage_mean": 3.25, "voltage_std": 0, "xrf composition": "Au-0.239-Cu-0.386-Zn-0.376"}, {"Ag": 0, "Au": 0.239, "Cd": 0, "Cu": 0.386, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.376, "batch date": 240906, "batch number": 14, "cost_per_gram": 63231.12, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 21.41, "fe_co_std": 0, "fe_gas_total_mean": 81.53, "fe_gas_total_std": 0, "fe_h2_mean": 60.11, "fe_h2_std": 0, "fe_liquid_mean": 18.47, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.59, "max_partial_current_gas_total_mean": 243.81, "max_partial_current_h2_mean": 209.16, "max_partial_current_liquid_mean": 56.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.12, "partial_current_co_std": 0, "partial_current_gas_total_mean": 122.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 90.16, "partial_current_h2_std": 0, "partial_current_liquid_mean": 27.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.571-Cu-0.286-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.571-Cu-0.286-Zn-0.143", "voltage_mean": 3.4, "voltage_std": 0, "xrf composition": "Au-0.239-Cu-0.386-Zn-0.376"}, {"Ag": 0, "Au": 0.239, "Cd": 0, "Cu": 0.386, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.376, "batch date": 240906, "batch number": 14, "cost_per_gram": 63231.12, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.95, "fe_co_std": 0, "fe_gas_total_mean": 80.21, "fe_gas_total_std": 0, "fe_h2_mean": 63.24, "fe_h2_std": 0, "fe_liquid_mean": 19.79, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.59, "max_partial_current_gas_total_mean": 243.81, "max_partial_current_h2_mean": 209.16, "max_partial_current_liquid_mean": 56.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 33.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 160.42, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 126.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 39.58, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.571-Cu-0.286-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.571-Cu-0.286-Zn-0.143", "voltage_mean": 3.52, "voltage_std": 0, "xrf composition": "Au-0.239-Cu-0.386-Zn-0.376"}, {"Ag": 0, "Au": 0.239, "Cd": 0, "Cu": 0.386, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.376, "batch date": 240906, "batch number": 14, "cost_per_gram": 63231.12, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.53, "fe_co_std": 0, "fe_gas_total_mean": 81.27, "fe_gas_total_std": 0, "fe_h2_mean": 69.72, "fe_h2_std": 0, "fe_liquid_mean": 18.73, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.59, "max_partial_current_gas_total_mean": 243.81, "max_partial_current_h2_mean": 209.16, "max_partial_current_liquid_mean": 56.19, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.59, "partial_current_co_std": 0, "partial_current_gas_total_mean": 243.81, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 209.16, "partial_current_h2_std": 0, "partial_current_liquid_mean": 56.19, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.571-Cu-0.286-Zn-0.143_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.571-Cu-0.286-Zn-0.143", "voltage_mean": 3.69, "voltage_std": 0, "xrf composition": "Au-0.239-Cu-0.386-Zn-0.376"}, {"Ag": 0, "Au": 0.259, "Cd": 0, "Cu": 0.562, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.179, "batch date": 240906, "batch number": 14, "cost_per_gram": 66961.21, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp14_240906_Au-0.667-Cu-0.111-Zn-0.222_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Cu-0.111-Zn-0.222", "voltage_mean": 3.02, "voltage_std": 0, "xrf composition": "Au-0.259-Cu-0.562-Zn-0.179"}, {"Ag": 0, "Au": 0.259, "Cd": 0, "Cu": 0.562, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.179, "batch date": 240906, "batch number": 14, "cost_per_gram": 66961.21, "current density": 50, "fe_c2h4_mean": 0.2, "fe_c2h4_std": 0, "fe_ch4_mean": 0.11, "fe_ch4_std": 0, "fe_co_mean": 24.96, "fe_co_std": 0, "fe_gas_total_mean": 81.91, "fe_gas_total_std": 0, "fe_h2_mean": 56.64, "fe_h2_std": 0, "fe_liquid_mean": 18.09, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.33, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 30.33, "max_partial_current_gas_total_mean": 240.21, "max_partial_current_h2_mean": 209.19, "max_partial_current_liquid_mean": 59.79, "partial_current_c2h4_mean": 0.1, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.48, "partial_current_co_std": 0, "partial_current_gas_total_mean": 40.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 28.32, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.667-Cu-0.111-Zn-0.222_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Cu-0.111-Zn-0.222", "voltage_mean": 3.2, "voltage_std": 0, "xrf composition": "Au-0.259-Cu-0.562-Zn-0.179"}, {"Ag": 0, "Au": 0.259, "Cd": 0, "Cu": 0.562, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.179, "batch date": 240906, "batch number": 14, "cost_per_gram": 66961.21, "current density": 100, "fe_c2h4_mean": 0.2, "fe_c2h4_std": 0, "fe_ch4_mean": 0.14, "fe_ch4_std": 0, "fe_co_mean": 19.27, "fe_co_std": 0, "fe_gas_total_mean": 82.43, "fe_gas_total_std": 0, "fe_h2_mean": 62.82, "fe_h2_std": 0, "fe_liquid_mean": 17.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.33, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 30.33, "max_partial_current_gas_total_mean": 240.21, "max_partial_current_h2_mean": 209.19, "max_partial_current_liquid_mean": 59.79, "partial_current_c2h4_mean": 0.2, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.27, "partial_current_co_std": 0, "partial_current_gas_total_mean": 82.43, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 62.82, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.667-Cu-0.111-Zn-0.222_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Cu-0.111-Zn-0.222", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Au-0.259-Cu-0.562-Zn-0.179"}, {"Ag": 0, "Au": 0.259, "Cd": 0, "Cu": 0.562, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.179, "batch date": 240906, "batch number": 14, "cost_per_gram": 66961.21, "current density": 150, "fe_c2h4_mean": 0.17, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0, "fe_co_mean": 15.28, "fe_co_std": 0, "fe_gas_total_mean": 81.51, "fe_gas_total_std": 0, "fe_h2_mean": 65.93, "fe_h2_std": 0, "fe_liquid_mean": 18.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.33, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 30.33, "max_partial_current_gas_total_mean": 240.21, "max_partial_current_h2_mean": 209.19, "max_partial_current_liquid_mean": 59.79, "partial_current_c2h4_mean": 0.26, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.2, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.92, "partial_current_co_std": 0, "partial_current_gas_total_mean": 122.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 98.9, "partial_current_h2_std": 0, "partial_current_liquid_mean": 27.73, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.667-Cu-0.111-Zn-0.222_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Cu-0.111-Zn-0.222", "voltage_mean": 3.6, "voltage_std": 0, "xrf composition": "Au-0.259-Cu-0.562-Zn-0.179"}, {"Ag": 0, "Au": 0.259, "Cd": 0, "Cu": 0.562, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.179, "batch date": 240906, "batch number": 14, "cost_per_gram": 66961.21, "current density": 200, "fe_c2h4_mean": 0.14, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0, "fe_co_mean": 12.97, "fe_co_std": 0, "fe_gas_total_mean": 79.47, "fe_gas_total_std": 0, "fe_h2_mean": 66.24, "fe_h2_std": 0, "fe_liquid_mean": 20.53, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.33, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 30.33, "max_partial_current_gas_total_mean": 240.21, "max_partial_current_h2_mean": 209.19, "max_partial_current_liquid_mean": 59.79, "partial_current_c2h4_mean": 0.28, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 158.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 132.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 41.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.667-Cu-0.111-Zn-0.222_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Cu-0.111-Zn-0.222", "voltage_mean": 3.72, "voltage_std": 0, "xrf composition": "Au-0.259-Cu-0.562-Zn-0.179"}, {"Ag": 0, "Au": 0.259, "Cd": 0, "Cu": 0.562, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0.179, "batch date": 240906, "batch number": 14, "cost_per_gram": 66961.21, "current density": 300, "fe_c2h4_mean": 0.11, "fe_c2h4_std": 0, "fe_ch4_mean": 0.11, "fe_ch4_std": 0, "fe_co_mean": 10.11, "fe_co_std": 0, "fe_gas_total_mean": 80.07, "fe_gas_total_std": 0, "fe_h2_mean": 69.73, "fe_h2_std": 0, "fe_liquid_mean": 19.93, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.33, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 30.33, "max_partial_current_gas_total_mean": 240.21, "max_partial_current_h2_mean": 209.19, "max_partial_current_liquid_mean": 59.79, "partial_current_c2h4_mean": 0.33, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.33, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.33, "partial_current_co_std": 0, "partial_current_gas_total_mean": 240.21, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 209.19, "partial_current_h2_std": 0, "partial_current_liquid_mean": 59.79, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp14_240906_Au-0.667-Cu-0.111-Zn-0.222_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.667-Cu-0.111-Zn-0.222", "voltage_mean": 3.9, "voltage_std": 0, "xrf composition": "Au-0.259-Cu-0.562-Zn-0.179"}, {"Ag": 0, "Au": 0.252, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.404, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.344, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 65523.27, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 2.615, "voltage_std": 0.03535533905932772, "xrf composition": "Au-0.252-In-0.404-Pd-0.344"}, {"Ag": 0, "Au": 0.252, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.404, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.344, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 65523.27, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 20.23, "fe_co_std": 1.24, "fe_gas_total_mean": 81.9, "fe_gas_total_std": 0.37, "fe_h2_mean": 61.66, "fe_h2_std": 0.88, "fe_liquid_mean": 18.1, "fe_liquid_std": 0.37, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 36.06, "max_partial_current_gas_total_mean": 231.54, "max_partial_current_h2_mean": 195.46, "max_partial_current_liquid_mean": 68.46, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.12, "partial_current_co_std": 0.62, "partial_current_gas_total_mean": 40.95, "partial_current_gas_total_std": 0.18, "partial_current_h2_mean": 30.83, "partial_current_h2_std": 0.44, "partial_current_liquid_mean": 9.05, "partial_current_liquid_std": 0.18, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 2.7300000000000004, "voltage_std": 0.01414213562373112, "xrf composition": "Au-0.252-In-0.404-Pd-0.344"}, {"Ag": 0, "Au": 0.252, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.404, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.344, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 65523.27, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0.01, "fe_co_mean": 18.43, "fe_co_std": 0.78, "fe_gas_total_mean": 80.82, "fe_gas_total_std": 0.29, "fe_h2_mean": 62.39, "fe_h2_std": 1.07, "fe_liquid_mean": 19.17, "fe_liquid_std": 0.29, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 36.06, "max_partial_current_gas_total_mean": 231.54, "max_partial_current_h2_mean": 195.46, "max_partial_current_liquid_mean": 68.46, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 18.43, "partial_current_co_std": 0.78, "partial_current_gas_total_mean": 80.82, "partial_current_gas_total_std": 0.29, "partial_current_h2_mean": 62.39, "partial_current_h2_std": 1.07, "partial_current_liquid_mean": 19.17, "partial_current_liquid_std": 0.29, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 3.0149999999999997, "voltage_std": 0.021213203435596132, "xrf composition": "Au-0.252-In-0.404-Pd-0.344"}, {"Ag": 0, "Au": 0.252, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.404, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.344, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 65523.27, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 16.64, "fe_co_std": 1.65, "fe_gas_total_mean": 76.46, "fe_gas_total_std": 2.48, "fe_h2_mean": 59.8, "fe_h2_std": 0.83, "fe_liquid_mean": 23.54, "fe_liquid_std": 2.48, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 36.06, "max_partial_current_gas_total_mean": 231.54, "max_partial_current_h2_mean": 195.46, "max_partial_current_liquid_mean": 68.46, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.97, "partial_current_co_std": 2.47, "partial_current_gas_total_mean": 114.68, "partial_current_gas_total_std": 3.72, "partial_current_h2_mean": 89.7, "partial_current_h2_std": 1.25, "partial_current_liquid_mean": 35.32, "partial_current_liquid_std": 3.72, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 3.1950000000000003, "voltage_std": 0.021213203435596444, "xrf composition": "Au-0.252-In-0.404-Pd-0.344"}, {"Ag": 0, "Au": 0.252, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.404, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.344, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 65523.27, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 15.37, "fe_co_std": 1.71, "fe_gas_total_mean": 79.3, "fe_gas_total_std": 0.83, "fe_h2_mean": 63.93, "fe_h2_std": 2.55, "fe_liquid_mean": 20.7, "fe_liquid_std": 0.83, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 36.06, "max_partial_current_gas_total_mean": 231.54, "max_partial_current_h2_mean": 195.46, "max_partial_current_liquid_mean": 68.46, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.74, "partial_current_co_std": 3.42, "partial_current_gas_total_mean": 158.6, "partial_current_gas_total_std": 1.67, "partial_current_h2_mean": 127.86, "partial_current_h2_std": 5.09, "partial_current_liquid_mean": 41.4, "partial_current_liquid_std": 1.67, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 3.335, "voltage_std": 0.0212132034355966, "xrf composition": "Au-0.252-In-0.404-Pd-0.344"}, {"Ag": 0, "Au": 0.252, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.404, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.344, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 65523.27, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0.01, "fe_co_mean": 12.02, "fe_co_std": 1.57, "fe_gas_total_mean": 77.18, "fe_gas_total_std": 0.11, "fe_h2_mean": 65.16, "fe_h2_std": 1.46, "fe_liquid_mean": 22.82, "fe_liquid_std": 0.11, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 36.06, "max_partial_current_gas_total_mean": 231.54, "max_partial_current_h2_mean": 195.46, "max_partial_current_liquid_mean": 68.46, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 36.06, "partial_current_co_std": 4.71, "partial_current_gas_total_mean": 231.54, "partial_current_gas_total_std": 0.34, "partial_current_h2_mean": 195.46, "partial_current_h2_std": 4.39, "partial_current_liquid_mean": 68.46, "partial_current_liquid_std": 0.34, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 3.5300000000000002, "voltage_std": 0.04242640687119305, "xrf composition": "Au-0.252-In-0.404-Pd-0.344"}, {"Ag": 0, "Au": 0.138, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.369, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.493, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 53194.57, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 2.6, "voltage_std": 0, "xrf composition": "Au-0.138-In-0.369-Pd-0.493"}, {"Ag": 0, "Au": 0.138, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.369, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.493, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 53194.57, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 23.81, "fe_co_std": 0, "fe_gas_total_mean": 86.51, "fe_gas_total_std": 0, "fe_h2_mean": 62.69, "fe_h2_std": 0, "fe_liquid_mean": 13.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 31.44, "max_partial_current_gas_total_mean": 244.5, "max_partial_current_h2_mean": 213.45, "max_partial_current_liquid_mean": 55.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.74, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 2.83, "voltage_std": 0, "xrf composition": "Au-0.138-In-0.369-Pd-0.493"}, {"Ag": 0, "Au": 0.138, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.369, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.493, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 53194.57, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 20.5, "fe_co_std": 0, "fe_gas_total_mean": 82.58, "fe_gas_total_std": 0, "fe_h2_mean": 62.08, "fe_h2_std": 0, "fe_liquid_mean": 17.42, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 31.44, "max_partial_current_gas_total_mean": 244.5, "max_partial_current_h2_mean": 213.45, "max_partial_current_liquid_mean": 55.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.5, "partial_current_co_std": 0, "partial_current_gas_total_mean": 82.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 62.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 3.11, "voltage_std": 0, "xrf composition": "Au-0.138-In-0.369-Pd-0.493"}, {"Ag": 0, "Au": 0.138, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.369, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.493, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 53194.57, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 18.07, "fe_co_std": 0, "fe_gas_total_mean": 84.52, "fe_gas_total_std": 0, "fe_h2_mean": 66.44, "fe_h2_std": 0, "fe_liquid_mean": 15.48, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 31.44, "max_partial_current_gas_total_mean": 244.5, "max_partial_current_h2_mean": 213.45, "max_partial_current_liquid_mean": 55.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 126.78, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 99.66, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.22, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Au-0.138-In-0.369-Pd-0.493"}, {"Ag": 0, "Au": 0.138, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.369, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.493, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 53194.57, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 15.72, "fe_co_std": 0, "fe_gas_total_mean": 80.94, "fe_gas_total_std": 0, "fe_h2_mean": 65.21, "fe_h2_std": 0, "fe_liquid_mean": 19.06, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 31.44, "max_partial_current_gas_total_mean": 244.5, "max_partial_current_h2_mean": 213.45, "max_partial_current_liquid_mean": 55.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.44, "partial_current_co_std": 0, "partial_current_gas_total_mean": 161.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 130.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 38.12, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Au-0.138-In-0.369-Pd-0.493"}, {"Ag": 0, "Au": 0.138, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.369, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.493, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 53194.57, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.35, "fe_co_std": 0, "fe_gas_total_mean": 81.5, "fe_gas_total_std": 0, "fe_h2_mean": 71.15, "fe_h2_std": 0, "fe_liquid_mean": 18.5, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 31.44, "max_partial_current_gas_total_mean": 244.5, "max_partial_current_h2_mean": 213.45, "max_partial_current_liquid_mean": 55.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.05, "partial_current_co_std": 0, "partial_current_gas_total_mean": 244.5, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 213.45, "partial_current_h2_std": 0, "partial_current_liquid_mean": 55.5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 3.65, "voltage_std": 0, "xrf composition": "Au-0.138-In-0.369-Pd-0.493"}, {"Ag": 0, "Au": 0.123, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.395, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.481, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 50376.69, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 2.85, "voltage_std": 0, "xrf composition": "Au-0.123-In-0.395-Pd-0.481"}, {"Ag": 0, "Au": 0.123, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.395, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.481, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 50376.69, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 24.33, "fe_co_std": 0, "fe_gas_total_mean": 88.33, "fe_gas_total_std": 0, "fe_h2_mean": 64, "fe_h2_std": 0, "fe_liquid_mean": 11.67, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 25, "max_partial_current_gas_total_mean": 229.26, "max_partial_current_h2_mean": 207.21, "max_partial_current_liquid_mean": 70.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.16, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.16, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 32, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.84, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 2.89, "voltage_std": 0, "xrf composition": "Au-0.123-In-0.395-Pd-0.481"}, {"Ag": 0, "Au": 0.123, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.395, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.481, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 50376.69, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 17.67, "fe_co_std": 0, "fe_gas_total_mean": 78.43, "fe_gas_total_std": 0, "fe_h2_mean": 60.76, "fe_h2_std": 0, "fe_liquid_mean": 21.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 25, "max_partial_current_gas_total_mean": 229.26, "max_partial_current_h2_mean": 207.21, "max_partial_current_liquid_mean": 70.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.67, "partial_current_co_std": 0, "partial_current_gas_total_mean": 78.43, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 60.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 3.16, "voltage_std": 0, "xrf composition": "Au-0.123-In-0.395-Pd-0.481"}, {"Ag": 0, "Au": 0.123, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.395, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.481, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 50376.69, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 15.25, "fe_co_std": 0, "fe_gas_total_mean": 80.3, "fe_gas_total_std": 0, "fe_h2_mean": 65.04, "fe_h2_std": 0, "fe_liquid_mean": 19.7, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 25, "max_partial_current_gas_total_mean": 229.26, "max_partial_current_h2_mean": 207.21, "max_partial_current_liquid_mean": 70.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 120.45, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 97.56, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.55, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 3.34, "voltage_std": 0, "xrf composition": "Au-0.123-In-0.395-Pd-0.481"}, {"Ag": 0, "Au": 0.123, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.395, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.481, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 50376.69, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.5, "fe_co_std": 0, "fe_gas_total_mean": 78.58, "fe_gas_total_std": 0, "fe_h2_mean": 66.07, "fe_h2_std": 0, "fe_liquid_mean": 21.42, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 25, "max_partial_current_gas_total_mean": 229.26, "max_partial_current_h2_mean": 207.21, "max_partial_current_liquid_mean": 70.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 25, "partial_current_co_std": 0, "partial_current_gas_total_mean": 157.16, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 132.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 42.84, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 3.47, "voltage_std": 0, "xrf composition": "Au-0.123-In-0.395-Pd-0.481"}, {"Ag": 0, "Au": 0.123, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.395, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.481, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 50376.69, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.34, "fe_co_std": 0, "fe_gas_total_mean": 76.42, "fe_gas_total_std": 0, "fe_h2_mean": 69.07, "fe_h2_std": 0, "fe_liquid_mean": 23.58, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 25, "max_partial_current_gas_total_mean": 229.26, "max_partial_current_h2_mean": 207.21, "max_partial_current_liquid_mean": 70.74, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.02, "partial_current_co_std": 0, "partial_current_gas_total_mean": 229.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 207.21, "partial_current_h2_std": 0, "partial_current_liquid_mean": 70.74, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.167-In-0.167-Pd-0.667_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-In-0.167-Pd-0.667", "voltage_mean": 3.66, "voltage_std": 0, "xrf composition": "Au-0.123-In-0.395-Pd-0.481"}, {"Ag": 0, "Au": 0.29, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.373, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.337, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 70539.16, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp15_240809_Au-0.25-In-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-In-0.25-Pd-0.5", "voltage_mean": 2.93, "voltage_std": 0, "xrf composition": "Au-0.29-In-0.373-Pd-0.337"}, {"Ag": 0, "Au": 0.29, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.373, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.337, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 70539.16, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 18.49, "fe_co_std": 0, "fe_gas_total_mean": 67.95, "fe_gas_total_std": 0, "fe_h2_mean": 49.45, "fe_h2_std": 0, "fe_liquid_mean": 32.05, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.26, "max_partial_current_gas_total_mean": 219.33, "max_partial_current_h2_mean": 185.04, "max_partial_current_liquid_mean": 80.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.24, "partial_current_co_std": 0, "partial_current_gas_total_mean": 33.98, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 24.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.02, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.25-In-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-In-0.25-Pd-0.5", "voltage_mean": 2.87, "voltage_std": 0, "xrf composition": "Au-0.29-In-0.373-Pd-0.337"}, {"Ag": 0, "Au": 0.29, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.373, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.337, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 70539.16, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.35, "fe_co_std": 0, "fe_gas_total_mean": 72.32, "fe_gas_total_std": 0, "fe_h2_mean": 55.96, "fe_h2_std": 0, "fe_liquid_mean": 27.68, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.26, "max_partial_current_gas_total_mean": 219.33, "max_partial_current_h2_mean": 185.04, "max_partial_current_liquid_mean": 80.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.35, "partial_current_co_std": 0, "partial_current_gas_total_mean": 72.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 55.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 27.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.25-In-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-In-0.25-Pd-0.5", "voltage_mean": 3.12, "voltage_std": 0, "xrf composition": "Au-0.29-In-0.373-Pd-0.337"}, {"Ag": 0, "Au": 0.29, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.373, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.337, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 70539.16, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 14.94, "fe_co_std": 0, "fe_gas_total_mean": 70.93, "fe_gas_total_std": 0, "fe_h2_mean": 55.99, "fe_h2_std": 0, "fe_liquid_mean": 29.07, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.26, "max_partial_current_gas_total_mean": 219.33, "max_partial_current_h2_mean": 185.04, "max_partial_current_liquid_mean": 80.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.41, "partial_current_co_std": 0, "partial_current_gas_total_mean": 106.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 83.98, "partial_current_h2_std": 0, "partial_current_liquid_mean": 43.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.25-In-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-In-0.25-Pd-0.5", "voltage_mean": 3.27, "voltage_std": 0, "xrf composition": "Au-0.29-In-0.373-Pd-0.337"}, {"Ag": 0, "Au": 0.29, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.373, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.337, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 70539.16, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.56, "fe_co_std": 0, "fe_gas_total_mean": 71.21, "fe_gas_total_std": 0, "fe_h2_mean": 57.65, "fe_h2_std": 0, "fe_liquid_mean": 28.79, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.26, "max_partial_current_gas_total_mean": 219.33, "max_partial_current_h2_mean": 185.04, "max_partial_current_liquid_mean": 80.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.12, "partial_current_co_std": 0, "partial_current_gas_total_mean": 142.42, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 115.3, "partial_current_h2_std": 0, "partial_current_liquid_mean": 57.58, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.25-In-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-In-0.25-Pd-0.5", "voltage_mean": 3.39, "voltage_std": 0, "xrf composition": "Au-0.29-In-0.373-Pd-0.337"}, {"Ag": 0, "Au": 0.29, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.373, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.337, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 70539.16, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.42, "fe_co_std": 0, "fe_gas_total_mean": 73.11, "fe_gas_total_std": 0, "fe_h2_mean": 61.68, "fe_h2_std": 0, "fe_liquid_mean": 26.89, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 34.26, "max_partial_current_gas_total_mean": 219.33, "max_partial_current_h2_mean": 185.04, "max_partial_current_liquid_mean": 80.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.26, "partial_current_co_std": 0, "partial_current_gas_total_mean": 219.33, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 185.04, "partial_current_h2_std": 0, "partial_current_liquid_mean": 80.67, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.25-In-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-In-0.25-Pd-0.5", "voltage_mean": 3.57, "voltage_std": 0, "xrf composition": "Au-0.29-In-0.373-Pd-0.337"}, {"Ag": 0, "Au": 0.312, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.408, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.28, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 71696.41, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp15_240809_Au-0.25-In-0.25-Pd-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-In-0.25-Pd-0.5", "voltage_mean": 2.83, "voltage_std": 0, "xrf composition": "Au-0.312-In-0.408-Pd-0.28"}, {"Ag": 0, "Au": 0.312, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.408, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.28, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 71696.41, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 24.49, "fe_co_std": 0, "fe_gas_total_mean": 78.16, "fe_gas_total_std": 0, "fe_h2_mean": 53.66, "fe_h2_std": 0, "fe_liquid_mean": 21.84, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 38.43, "max_partial_current_gas_total_mean": 232.65, "max_partial_current_h2_mean": 194.22, "max_partial_current_liquid_mean": 67.35, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.24, "partial_current_co_std": 0, "partial_current_gas_total_mean": 39.08, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 26.83, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.92, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.25-In-0.25-Pd-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-In-0.25-Pd-0.5", "voltage_mean": 2.85, "voltage_std": 0, "xrf composition": "Au-0.312-In-0.408-Pd-0.28"}, {"Ag": 0, "Au": 0.312, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.408, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.28, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 71696.41, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 19.66, "fe_co_std": 0, "fe_gas_total_mean": 75.16, "fe_gas_total_std": 0, "fe_h2_mean": 55.5, "fe_h2_std": 0, "fe_liquid_mean": 24.84, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 38.43, "max_partial_current_gas_total_mean": 232.65, "max_partial_current_h2_mean": 194.22, "max_partial_current_liquid_mean": 67.35, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 75.16, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 55.5, "partial_current_h2_std": 0, "partial_current_liquid_mean": 24.84, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.25-In-0.25-Pd-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-In-0.25-Pd-0.5", "voltage_mean": 3.11, "voltage_std": 0, "xrf composition": "Au-0.312-In-0.408-Pd-0.28"}, {"Ag": 0, "Au": 0.312, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.408, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.28, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 71696.41, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 17.72, "fe_co_std": 0, "fe_gas_total_mean": 76.98, "fe_gas_total_std": 0, "fe_h2_mean": 59.25, "fe_h2_std": 0, "fe_liquid_mean": 23.02, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 38.43, "max_partial_current_gas_total_mean": 232.65, "max_partial_current_h2_mean": 194.22, "max_partial_current_liquid_mean": 67.35, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 115.47, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 88.88, "partial_current_h2_std": 0, "partial_current_liquid_mean": 34.53, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.25-In-0.25-Pd-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-In-0.25-Pd-0.5", "voltage_mean": 3.29, "voltage_std": 0, "xrf composition": "Au-0.312-In-0.408-Pd-0.28"}, {"Ag": 0, "Au": 0.312, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.408, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.28, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 71696.41, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 15.91, "fe_co_std": 0, "fe_gas_total_mean": 77.89, "fe_gas_total_std": 0, "fe_h2_mean": 61.97, "fe_h2_std": 0, "fe_liquid_mean": 22.11, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 38.43, "max_partial_current_gas_total_mean": 232.65, "max_partial_current_h2_mean": 194.22, "max_partial_current_liquid_mean": 67.35, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.82, "partial_current_co_std": 0, "partial_current_gas_total_mean": 155.78, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 123.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 44.22, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.25-In-0.25-Pd-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-In-0.25-Pd-0.5", "voltage_mean": 3.42, "voltage_std": 0, "xrf composition": "Au-0.312-In-0.408-Pd-0.28"}, {"Ag": 0, "Au": 0.312, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.408, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.28, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 71696.41, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.81, "fe_co_std": 0, "fe_gas_total_mean": 77.55, "fe_gas_total_std": 0, "fe_h2_mean": 64.74, "fe_h2_std": 0, "fe_liquid_mean": 22.45, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 38.43, "max_partial_current_gas_total_mean": 232.65, "max_partial_current_h2_mean": 194.22, "max_partial_current_liquid_mean": 67.35, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 38.43, "partial_current_co_std": 0, "partial_current_gas_total_mean": 232.65, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 194.22, "partial_current_h2_std": 0, "partial_current_liquid_mean": 67.35, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.25-In-0.25-Pd-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-In-0.25-Pd-0.5", "voltage_mean": 3.63, "voltage_std": 0, "xrf composition": "Au-0.312-In-0.408-Pd-0.28"}, {"Ag": 0, "Au": 0.311, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.337, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.352, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 73799.08, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 3.03, "voltage_std": 0, "xrf composition": "Au-0.311-In-0.337-Pd-0.352"}, {"Ag": 0, "Au": 0.311, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.337, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.352, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 73799.08, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 17.4, "fe_co_std": 0, "fe_gas_total_mean": 71.8, "fe_gas_total_std": 0, "fe_h2_mean": 54.38, "fe_h2_std": 0, "fe_liquid_mean": 28.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 37.98, "max_partial_current_gas_total_mean": 199.92, "max_partial_current_h2_mean": 161.91, "max_partial_current_liquid_mean": 100.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.7, "partial_current_co_std": 0, "partial_current_gas_total_mean": 35.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 27.19, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.1, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 2.9, "voltage_std": 0, "xrf composition": "Au-0.311-In-0.337-Pd-0.352"}, {"Ag": 0, "Au": 0.311, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.337, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.352, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 73799.08, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.56, "fe_co_std": 0, "fe_gas_total_mean": 71.3, "fe_gas_total_std": 0, "fe_h2_mean": 54.74, "fe_h2_std": 0, "fe_liquid_mean": 28.7, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 37.98, "max_partial_current_gas_total_mean": 199.92, "max_partial_current_h2_mean": 161.91, "max_partial_current_liquid_mean": 100.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 71.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 54.74, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 3.15, "voltage_std": 0, "xrf composition": "Au-0.311-In-0.337-Pd-0.352"}, {"Ag": 0, "Au": 0.311, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.337, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.352, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 73799.08, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 16.43, "fe_co_std": 0, "fe_gas_total_mean": 73.7, "fe_gas_total_std": 0, "fe_h2_mean": 57.26, "fe_h2_std": 0, "fe_liquid_mean": 26.3, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 37.98, "max_partial_current_gas_total_mean": 199.92, "max_partial_current_h2_mean": 161.91, "max_partial_current_liquid_mean": 100.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.64, "partial_current_co_std": 0, "partial_current_gas_total_mean": 110.55, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 85.89, "partial_current_h2_std": 0, "partial_current_liquid_mean": 39.45, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 3.31, "voltage_std": 0, "xrf composition": "Au-0.311-In-0.337-Pd-0.352"}, {"Ag": 0, "Au": 0.311, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.337, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.352, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 73799.08, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 15.13, "fe_co_std": 0, "fe_gas_total_mean": 68.49, "fe_gas_total_std": 0, "fe_h2_mean": 53.36, "fe_h2_std": 0, "fe_liquid_mean": 31.51, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 37.98, "max_partial_current_gas_total_mean": 199.92, "max_partial_current_h2_mean": 161.91, "max_partial_current_liquid_mean": 100.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.26, "partial_current_co_std": 0, "partial_current_gas_total_mean": 136.98, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 106.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 63.02, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 3.43, "voltage_std": 0, "xrf composition": "Au-0.311-In-0.337-Pd-0.352"}, {"Ag": 0, "Au": 0.311, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.337, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.352, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 73799.08, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 12.66, "fe_co_std": 0, "fe_gas_total_mean": 66.64, "fe_gas_total_std": 0, "fe_h2_mean": 53.97, "fe_h2_std": 0, "fe_liquid_mean": 33.36, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 37.98, "max_partial_current_gas_total_mean": 199.92, "max_partial_current_h2_mean": 161.91, "max_partial_current_liquid_mean": 100.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 37.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 199.92, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 161.91, "partial_current_h2_std": 0, "partial_current_liquid_mean": 100.08, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 3.62, "voltage_std": 0, "xrf composition": "Au-0.311-In-0.337-Pd-0.352"}, {"Ag": 0, "Au": 0.192, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.306, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.502, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 61911.8, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 2.98, "voltage_std": 0, "xrf composition": "Au-0.192-In-0.306-Pd-0.502"}, {"Ag": 0, "Au": 0.192, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.306, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.502, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 61911.8, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 24.49, "fe_co_std": 0, "fe_gas_total_mean": 62.87, "fe_gas_total_std": 0, "fe_h2_mean": 38.37, "fe_h2_std": 0, "fe_liquid_mean": 37.13, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 49.47, "max_partial_current_gas_total_mean": 188.94, "max_partial_current_h2_mean": 139.47, "max_partial_current_liquid_mean": 111.06, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.24, "partial_current_co_std": 0, "partial_current_gas_total_mean": 31.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 19.18, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 2.88, "voltage_std": 0, "xrf composition": "Au-0.192-In-0.306-Pd-0.502"}, {"Ag": 0, "Au": 0.192, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.306, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.502, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 61911.8, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 21.95, "fe_co_std": 0, "fe_gas_total_mean": 58.35, "fe_gas_total_std": 0, "fe_h2_mean": 36.4, "fe_h2_std": 0, "fe_liquid_mean": 41.65, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 49.47, "max_partial_current_gas_total_mean": 188.94, "max_partial_current_h2_mean": 139.47, "max_partial_current_liquid_mean": 111.06, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.95, "partial_current_co_std": 0, "partial_current_gas_total_mean": 58.35, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 36.4, "partial_current_h2_std": 0, "partial_current_liquid_mean": 41.65, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 3.1, "voltage_std": 0, "xrf composition": "Au-0.192-In-0.306-Pd-0.502"}, {"Ag": 0, "Au": 0.192, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.306, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.502, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 61911.8, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 20.79, "fe_co_std": 0, "fe_gas_total_mean": 57.77, "fe_gas_total_std": 0, "fe_h2_mean": 36.97, "fe_h2_std": 0, "fe_liquid_mean": 42.23, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 49.47, "max_partial_current_gas_total_mean": 188.94, "max_partial_current_h2_mean": 139.47, "max_partial_current_liquid_mean": 111.06, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.18, "partial_current_co_std": 0, "partial_current_gas_total_mean": 86.66, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 55.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 63.34, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 3.26, "voltage_std": 0, "xrf composition": "Au-0.192-In-0.306-Pd-0.502"}, {"Ag": 0, "Au": 0.192, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.306, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.502, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 61911.8, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 19.52, "fe_co_std": 0, "fe_gas_total_mean": 60.76, "fe_gas_total_std": 0, "fe_h2_mean": 41.24, "fe_h2_std": 0, "fe_liquid_mean": 39.24, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 49.47, "max_partial_current_gas_total_mean": 188.94, "max_partial_current_h2_mean": 139.47, "max_partial_current_liquid_mean": 111.06, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 39.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 121.52, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 82.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 78.48, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 3.37, "voltage_std": 0, "xrf composition": "Au-0.192-In-0.306-Pd-0.502"}, {"Ag": 0, "Au": 0.192, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.306, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.502, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 61911.8, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 16.49, "fe_co_std": 0, "fe_gas_total_mean": 62.98, "fe_gas_total_std": 0, "fe_h2_mean": 46.49, "fe_h2_std": 0, "fe_liquid_mean": 37.02, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.02, "max_partial_current_co_mean": 49.47, "max_partial_current_gas_total_mean": 188.94, "max_partial_current_h2_mean": 139.47, "max_partial_current_liquid_mean": 111.06, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 49.47, "partial_current_co_std": 0, "partial_current_gas_total_mean": 188.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 139.47, "partial_current_h2_std": 0, "partial_current_liquid_mean": 111.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 3.54, "voltage_std": 0, "xrf composition": "Au-0.192-In-0.306-Pd-0.502"}, {"Ag": 0, "Au": 0.171, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.537, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.292, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 51805.97, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 2.92, "voltage_std": 0, "xrf composition": "Au-0.171-In-0.537-Pd-0.292"}, {"Ag": 0, "Au": 0.171, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.537, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.292, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 51805.97, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 40.83, "fe_co_std": 0, "fe_gas_total_mean": 66.84, "fe_gas_total_std": 0, "fe_h2_mean": 26, "fe_h2_std": 0, "fe_liquid_mean": 33.16, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 44.43, "max_partial_current_gas_total_mean": 195, "max_partial_current_h2_mean": 150.57, "max_partial_current_liquid_mean": 105, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 33.42, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 13, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.58, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 2.81, "voltage_std": 0, "xrf composition": "Au-0.171-In-0.537-Pd-0.292"}, {"Ag": 0, "Au": 0.171, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.537, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.292, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 51805.97, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 31.43, "fe_co_std": 0, "fe_gas_total_mean": 67.81, "fe_gas_total_std": 0, "fe_h2_mean": 36.38, "fe_h2_std": 0, "fe_liquid_mean": 32.19, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 44.43, "max_partial_current_gas_total_mean": 195, "max_partial_current_h2_mean": 150.57, "max_partial_current_liquid_mean": 105, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.43, "partial_current_co_std": 0, "partial_current_gas_total_mean": 67.81, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 36.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.19, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 3.05, "voltage_std": 0, "xrf composition": "Au-0.171-In-0.537-Pd-0.292"}, {"Ag": 0, "Au": 0.171, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.537, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.292, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 51805.97, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 25.71, "fe_co_std": 0, "fe_gas_total_mean": 68.35, "fe_gas_total_std": 0, "fe_h2_mean": 42.64, "fe_h2_std": 0, "fe_liquid_mean": 31.65, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 44.43, "max_partial_current_gas_total_mean": 195, "max_partial_current_h2_mean": 150.57, "max_partial_current_liquid_mean": 105, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 38.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 102.52, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 63.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 47.48, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 3.2, "voltage_std": 0, "xrf composition": "Au-0.171-In-0.537-Pd-0.292"}, {"Ag": 0, "Au": 0.171, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.537, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.292, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 51805.97, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 21.1, "fe_co_std": 0, "fe_gas_total_mean": 67.57, "fe_gas_total_std": 0, "fe_h2_mean": 46.47, "fe_h2_std": 0, "fe_liquid_mean": 32.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 44.43, "max_partial_current_gas_total_mean": 195, "max_partial_current_h2_mean": 150.57, "max_partial_current_liquid_mean": 105, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 42.2, "partial_current_co_std": 0, "partial_current_gas_total_mean": 135.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 92.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 64.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Au-0.171-In-0.537-Pd-0.292"}, {"Ag": 0, "Au": 0.171, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.537, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.292, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 51805.97, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 14.81, "fe_co_std": 0, "fe_gas_total_mean": 65, "fe_gas_total_std": 0, "fe_h2_mean": 50.19, "fe_h2_std": 0, "fe_liquid_mean": 35, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 44.43, "max_partial_current_gas_total_mean": 195, "max_partial_current_h2_mean": 150.57, "max_partial_current_liquid_mean": 105, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 44.43, "partial_current_co_std": 0, "partial_current_gas_total_mean": 195, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 150.57, "partial_current_h2_std": 0, "partial_current_liquid_mean": 105, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.375-In-0.25-Pd-0.375_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.375-In-0.25-Pd-0.375", "voltage_mean": 3.5, "voltage_std": 0, "xrf composition": "Au-0.171-In-0.537-Pd-0.292"}, {"Ag": 0, "Au": 0.345, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.333, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.322, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 77247.05, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp15_240809_Au-0.444-In-0.111-Pd-0.444_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.444-In-0.111-Pd-0.444", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Au-0.345-In-0.333-Pd-0.322"}, {"Ag": 0, "Au": 0.345, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.333, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.322, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 77247.05, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 22.35, "fe_co_std": 0, "fe_gas_total_mean": 72.67, "fe_gas_total_std": 0, "fe_h2_mean": 50.3, "fe_h2_std": 0, "fe_liquid_mean": 27.33, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 38.13, "max_partial_current_gas_total_mean": 218.61, "max_partial_current_h2_mean": 180.45, "max_partial_current_liquid_mean": 81.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.18, "partial_current_co_std": 0, "partial_current_gas_total_mean": 36.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 25.15, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.444-In-0.111-Pd-0.444_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.444-In-0.111-Pd-0.444", "voltage_mean": 2.85, "voltage_std": 0, "xrf composition": "Au-0.345-In-0.333-Pd-0.322"}, {"Ag": 0, "Au": 0.345, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.333, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.322, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 77247.05, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 18.74, "fe_co_std": 0, "fe_gas_total_mean": 70.17, "fe_gas_total_std": 0, "fe_h2_mean": 51.41, "fe_h2_std": 0, "fe_liquid_mean": 29.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 38.13, "max_partial_current_gas_total_mean": 218.61, "max_partial_current_h2_mean": 180.45, "max_partial_current_liquid_mean": 81.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 70.17, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 51.41, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.83, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.444-In-0.111-Pd-0.444_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.444-In-0.111-Pd-0.444", "voltage_mean": 3.12, "voltage_std": 0, "xrf composition": "Au-0.345-In-0.333-Pd-0.322"}, {"Ag": 0, "Au": 0.345, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.333, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.322, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 77247.05, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.54, "fe_co_std": 0, "fe_gas_total_mean": 71.15, "fe_gas_total_std": 0, "fe_h2_mean": 54.6, "fe_h2_std": 0, "fe_liquid_mean": 28.85, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 38.13, "max_partial_current_gas_total_mean": 218.61, "max_partial_current_h2_mean": 180.45, "max_partial_current_liquid_mean": 81.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.81, "partial_current_co_std": 0, "partial_current_gas_total_mean": 106.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 81.9, "partial_current_h2_std": 0, "partial_current_liquid_mean": 43.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.444-In-0.111-Pd-0.444_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.444-In-0.111-Pd-0.444", "voltage_mean": 3.29, "voltage_std": 0, "xrf composition": "Au-0.345-In-0.333-Pd-0.322"}, {"Ag": 0, "Au": 0.345, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.333, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.322, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 77247.05, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 15.11, "fe_co_std": 0, "fe_gas_total_mean": 73.35, "fe_gas_total_std": 0, "fe_h2_mean": 58.23, "fe_h2_std": 0, "fe_liquid_mean": 26.65, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 38.13, "max_partial_current_gas_total_mean": 218.61, "max_partial_current_h2_mean": 180.45, "max_partial_current_liquid_mean": 81.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 146.7, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 116.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 53.3, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.444-In-0.111-Pd-0.444_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.444-In-0.111-Pd-0.444", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Au-0.345-In-0.333-Pd-0.322"}, {"Ag": 0, "Au": 0.345, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.333, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.322, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 77247.05, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.71, "fe_co_std": 0, "fe_gas_total_mean": 72.87, "fe_gas_total_std": 0, "fe_h2_mean": 60.15, "fe_h2_std": 0, "fe_liquid_mean": 27.13, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 38.13, "max_partial_current_gas_total_mean": 218.61, "max_partial_current_h2_mean": 180.45, "max_partial_current_liquid_mean": 81.39, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 38.13, "partial_current_co_std": 0, "partial_current_gas_total_mean": 218.61, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 180.45, "partial_current_h2_std": 0, "partial_current_liquid_mean": 81.39, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.444-In-0.111-Pd-0.444_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.444-In-0.111-Pd-0.444", "voltage_mean": 3.6, "voltage_std": 0, "xrf composition": "Au-0.345-In-0.333-Pd-0.322"}, {"Ag": 0, "Au": 0.333, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.402, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.265, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 73969.59, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp15_240809_Au-0.5-In-0.25-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-In-0.25-Pd-0.25", "voltage_mean": 3.01, "voltage_std": 0, "xrf composition": "Au-0.333-In-0.402-Pd-0.265"}, {"Ag": 0, "Au": 0.333, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.402, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.265, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 73969.59, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 16.5, "fe_co_std": 0, "fe_gas_total_mean": 63.34, "fe_gas_total_std": 0, "fe_h2_mean": 46.82, "fe_h2_std": 0, "fe_liquid_mean": 36.66, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 41.73, "max_partial_current_gas_total_mean": 220.17, "max_partial_current_h2_mean": 178.44, "max_partial_current_liquid_mean": 79.83, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.25, "partial_current_co_std": 0, "partial_current_gas_total_mean": 31.67, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 23.41, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.33, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.5-In-0.25-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-In-0.25-Pd-0.25", "voltage_mean": 2.87, "voltage_std": 0, "xrf composition": "Au-0.333-In-0.402-Pd-0.265"}, {"Ag": 0, "Au": 0.333, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.402, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.265, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 73969.59, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.02, "fe_co_std": 0, "fe_gas_total_mean": 70.31, "fe_gas_total_std": 0, "fe_h2_mean": 54.29, "fe_h2_std": 0, "fe_liquid_mean": 29.69, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 41.73, "max_partial_current_gas_total_mean": 220.17, "max_partial_current_h2_mean": 178.44, "max_partial_current_liquid_mean": 79.83, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.02, "partial_current_co_std": 0, "partial_current_gas_total_mean": 70.31, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 54.29, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.69, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.5-In-0.25-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-In-0.25-Pd-0.25", "voltage_mean": 3.1, "voltage_std": 0, "xrf composition": "Au-0.333-In-0.402-Pd-0.265"}, {"Ag": 0, "Au": 0.333, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.402, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.265, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 73969.59, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 15.48, "fe_co_std": 0, "fe_gas_total_mean": 70.43, "fe_gas_total_std": 0, "fe_h2_mean": 54.94, "fe_h2_std": 0, "fe_liquid_mean": 29.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 41.73, "max_partial_current_gas_total_mean": 220.17, "max_partial_current_h2_mean": 178.44, "max_partial_current_liquid_mean": 79.83, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 105.65, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 82.41, "partial_current_h2_std": 0, "partial_current_liquid_mean": 44.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.5-In-0.25-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-In-0.25-Pd-0.25", "voltage_mean": 3.25, "voltage_std": 0, "xrf composition": "Au-0.333-In-0.402-Pd-0.265"}, {"Ag": 0, "Au": 0.333, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.402, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.265, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 73969.59, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 15.03, "fe_co_std": 0, "fe_gas_total_mean": 72.11, "fe_gas_total_std": 0, "fe_h2_mean": 57.08, "fe_h2_std": 0, "fe_liquid_mean": 27.89, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 41.73, "max_partial_current_gas_total_mean": 220.17, "max_partial_current_h2_mean": 178.44, "max_partial_current_liquid_mean": 79.83, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.06, "partial_current_co_std": 0, "partial_current_gas_total_mean": 144.22, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 114.16, "partial_current_h2_std": 0, "partial_current_liquid_mean": 55.78, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.5-In-0.25-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-In-0.25-Pd-0.25", "voltage_mean": 3.37, "voltage_std": 0, "xrf composition": "Au-0.333-In-0.402-Pd-0.265"}, {"Ag": 0, "Au": 0.333, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.402, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.265, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 73969.59, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 13.91, "fe_co_std": 0, "fe_gas_total_mean": 73.39, "fe_gas_total_std": 0, "fe_h2_mean": 59.48, "fe_h2_std": 0, "fe_liquid_mean": 26.61, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.01, "max_partial_current_co_mean": 41.73, "max_partial_current_gas_total_mean": 220.17, "max_partial_current_h2_mean": 178.44, "max_partial_current_liquid_mean": 79.83, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 41.73, "partial_current_co_std": 0, "partial_current_gas_total_mean": 220.17, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 178.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 79.83, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.5-In-0.25-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-In-0.25-Pd-0.25", "voltage_mean": 3.53, "voltage_std": 0, "xrf composition": "Au-0.333-In-0.402-Pd-0.265"}, {"Ag": 0, "Au": 0.323, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.238, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.439, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 78076.99, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp15_240809_Au-0.5-In-0.25-Pd-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-In-0.25-Pd-0.25", "voltage_mean": 2.93, "voltage_std": 0, "xrf composition": "Au-0.323-In-0.238-Pd-0.439"}, {"Ag": 0, "Au": 0.323, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.238, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.439, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 78076.99, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 25.03, "fe_co_std": 0, "fe_gas_total_mean": 69.35, "fe_gas_total_std": 0, "fe_h2_mean": 44.31, "fe_h2_std": 0, "fe_liquid_mean": 30.65, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 26.37, "max_partial_current_gas_total_mean": 212.82, "max_partial_current_h2_mean": 186.42, "max_partial_current_liquid_mean": 87.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.52, "partial_current_co_std": 0, "partial_current_gas_total_mean": 34.67, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 22.16, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.32, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.5-In-0.25-Pd-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-In-0.25-Pd-0.25", "voltage_mean": 2.9, "voltage_std": 0, "xrf composition": "Au-0.323-In-0.238-Pd-0.439"}, {"Ag": 0, "Au": 0.323, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.238, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.439, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 78076.99, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 19.76, "fe_co_std": 0, "fe_gas_total_mean": 70.29, "fe_gas_total_std": 0, "fe_h2_mean": 50.53, "fe_h2_std": 0, "fe_liquid_mean": 29.71, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 26.37, "max_partial_current_gas_total_mean": 212.82, "max_partial_current_h2_mean": 186.42, "max_partial_current_liquid_mean": 87.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.76, "partial_current_co_std": 0, "partial_current_gas_total_mean": 70.29, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 50.53, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.71, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.5-In-0.25-Pd-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-In-0.25-Pd-0.25", "voltage_mean": 3.14, "voltage_std": 0, "xrf composition": "Au-0.323-In-0.238-Pd-0.439"}, {"Ag": 0, "Au": 0.323, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.238, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.439, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 78076.99, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 15.74, "fe_co_std": 0, "fe_gas_total_mean": 68.16, "fe_gas_total_std": 0, "fe_h2_mean": 52.42, "fe_h2_std": 0, "fe_liquid_mean": 31.84, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 26.37, "max_partial_current_gas_total_mean": 212.82, "max_partial_current_h2_mean": 186.42, "max_partial_current_liquid_mean": 87.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.61, "partial_current_co_std": 0, "partial_current_gas_total_mean": 102.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 78.63, "partial_current_h2_std": 0, "partial_current_liquid_mean": 47.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.5-In-0.25-Pd-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-In-0.25-Pd-0.25", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Au-0.323-In-0.238-Pd-0.439"}, {"Ag": 0, "Au": 0.323, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.238, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.439, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 78076.99, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 12.99, "fe_co_std": 0, "fe_gas_total_mean": 70.32, "fe_gas_total_std": 0, "fe_h2_mean": 57.33, "fe_h2_std": 0, "fe_liquid_mean": 29.68, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 26.37, "max_partial_current_gas_total_mean": 212.82, "max_partial_current_h2_mean": 186.42, "max_partial_current_liquid_mean": 87.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 140.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 114.66, "partial_current_h2_std": 0, "partial_current_liquid_mean": 59.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.5-In-0.25-Pd-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-In-0.25-Pd-0.25", "voltage_mean": 3.42, "voltage_std": 0, "xrf composition": "Au-0.323-In-0.238-Pd-0.439"}, {"Ag": 0, "Au": 0.323, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0.238, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.439, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240809, "batch number": 15, "cost_per_gram": 78076.99, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 8.79, "fe_co_std": 0, "fe_gas_total_mean": 70.94, "fe_gas_total_std": 0, "fe_h2_mean": 62.14, "fe_h2_std": 0, "fe_liquid_mean": 29.06, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 26.37, "max_partial_current_gas_total_mean": 212.82, "max_partial_current_h2_mean": 186.42, "max_partial_current_liquid_mean": 87.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.37, "partial_current_co_std": 0, "partial_current_gas_total_mean": 212.82, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 186.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 87.18, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp15_240809_Au-0.5-In-0.25-Pd-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-In-0.25-Pd-0.25", "voltage_mean": 3.6, "voltage_std": 0, "xrf composition": "Au-0.323-In-0.238-Pd-0.439"}, {"Ag": 0.324, "Au": 0.398, "Cd": 0, "Cu": 0.278, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 77725.42, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp20_241011_Ag-0.125-Au-0.75-Cu-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.75-Cu-0.125", "voltage_mean": 2.8, "voltage_std": 0, "xrf composition": "Ag-0.324-Au-0.398-Cu-0.278"}, {"Ag": 0.324, "Au": 0.398, "Cd": 0, "Cu": 0.278, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 77725.42, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 29.26, "fe_co_std": 0, "fe_gas_total_mean": 89.21, "fe_gas_total_std": 0, "fe_h2_mean": 59.94, "fe_h2_std": 0, "fe_liquid_mean": 10.79, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.22, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 59.73, "max_partial_current_gas_total_mean": 248.67, "max_partial_current_h2_mean": 214.44, "max_partial_current_liquid_mean": 51.33, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.63, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29.97, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.125-Au-0.75-Cu-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.75-Cu-0.125", "voltage_mean": 2.99, "voltage_std": 0, "xrf composition": "Ag-0.324-Au-0.398-Cu-0.278"}, {"Ag": 0.324, "Au": 0.398, "Cd": 0, "Cu": 0.278, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 77725.42, "current density": 100, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 41.36, "fe_co_std": 0, "fe_gas_total_mean": 90.06, "fe_gas_total_std": 0, "fe_h2_mean": 48.64, "fe_h2_std": 0, "fe_liquid_mean": 9.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.22, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 59.73, "max_partial_current_gas_total_mean": 248.67, "max_partial_current_h2_mean": 214.44, "max_partial_current_liquid_mean": 51.33, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 41.36, "partial_current_co_std": 0, "partial_current_gas_total_mean": 90.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 48.64, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.125-Au-0.75-Cu-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.75-Cu-0.125", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Ag-0.324-Au-0.398-Cu-0.278"}, {"Ag": 0.324, "Au": 0.398, "Cd": 0, "Cu": 0.278, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 77725.42, "current density": 150, "fe_c2h4_mean": 0.12, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 39.82, "fe_co_std": 0, "fe_gas_total_mean": 89.25, "fe_gas_total_std": 0, "fe_h2_mean": 49.29, "fe_h2_std": 0, "fe_liquid_mean": 10.75, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.22, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 59.73, "max_partial_current_gas_total_mean": 248.67, "max_partial_current_h2_mean": 214.44, "max_partial_current_liquid_mean": 51.33, "partial_current_c2h4_mean": 0.18, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 59.73, "partial_current_co_std": 0, "partial_current_gas_total_mean": 133.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 73.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.12, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.125-Au-0.75-Cu-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.75-Cu-0.125", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Ag-0.324-Au-0.398-Cu-0.278"}, {"Ag": 0.324, "Au": 0.398, "Cd": 0, "Cu": 0.278, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 77725.42, "current density": 200, "fe_c2h4_mean": 0.11, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 21.37, "fe_co_std": 0, "fe_gas_total_mean": 86.54, "fe_gas_total_std": 0, "fe_h2_mean": 65.02, "fe_h2_std": 0, "fe_liquid_mean": 13.46, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.22, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 59.73, "max_partial_current_gas_total_mean": 248.67, "max_partial_current_h2_mean": 214.44, "max_partial_current_liquid_mean": 51.33, "partial_current_c2h4_mean": 0.22, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 42.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 173.08, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 130.04, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.92, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.125-Au-0.75-Cu-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.75-Cu-0.125", "voltage_mean": 3.75, "voltage_std": 0, "xrf composition": "Ag-0.324-Au-0.398-Cu-0.278"}, {"Ag": 0.324, "Au": 0.398, "Cd": 0, "Cu": 0.278, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 77725.42, "current density": 300, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 11.32, "fe_co_std": 0, "fe_gas_total_mean": 82.89, "fe_gas_total_std": 0, "fe_h2_mean": 71.48, "fe_h2_std": 0, "fe_liquid_mean": 17.11, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.22, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 59.73, "max_partial_current_gas_total_mean": 248.67, "max_partial_current_h2_mean": 214.44, "max_partial_current_liquid_mean": 51.33, "partial_current_c2h4_mean": 0.18, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 33.96, "partial_current_co_std": 0, "partial_current_gas_total_mean": 248.67, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 214.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 51.33, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.125-Au-0.75-Cu-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.75-Cu-0.125", "voltage_mean": 3.96, "voltage_std": 0, "xrf composition": "Ag-0.324-Au-0.398-Cu-0.278"}, {"Ag": 0.224, "Au": 0.377, "Cd": 0, "Cu": 0.399, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 77814.76, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp20_241011_Ag-0.167-Au-0.5-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.5-Cu-0.333", "voltage_mean": 2.71, "voltage_std": 0, "xrf composition": "Ag-0.224-Au-0.377-Cu-0.399"}, {"Ag": 0.224, "Au": 0.377, "Cd": 0, "Cu": 0.399, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 77814.76, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 34.95, "fe_co_std": 0, "fe_gas_total_mean": 84.59, "fe_gas_total_std": 0, "fe_h2_mean": 49.63, "fe_h2_std": 0, "fe_liquid_mean": 15.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 48.03, "max_partial_current_gas_total_mean": 242.79, "max_partial_current_h2_mean": 223.74, "max_partial_current_liquid_mean": 57.21, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.48, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 24.82, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.167-Au-0.5-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.5-Cu-0.333", "voltage_mean": 2.92, "voltage_std": 0, "xrf composition": "Ag-0.224-Au-0.377-Cu-0.399"}, {"Ag": 0.224, "Au": 0.377, "Cd": 0, "Cu": 0.399, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 77814.76, "current density": 100, "fe_c2h4_mean": 0.05, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 43.81, "fe_co_std": 0, "fe_gas_total_mean": 86.8, "fe_gas_total_std": 0, "fe_h2_mean": 42.91, "fe_h2_std": 0, "fe_liquid_mean": 13.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 48.03, "max_partial_current_gas_total_mean": 242.79, "max_partial_current_h2_mean": 223.74, "max_partial_current_liquid_mean": 57.21, "partial_current_c2h4_mean": 0.05, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 43.81, "partial_current_co_std": 0, "partial_current_gas_total_mean": 86.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 42.91, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.167-Au-0.5-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.5-Cu-0.333", "voltage_mean": 3.19, "voltage_std": 0, "xrf composition": "Ag-0.224-Au-0.377-Cu-0.399"}, {"Ag": 0.224, "Au": 0.377, "Cd": 0, "Cu": 0.399, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 77814.76, "current density": 150, "fe_c2h4_mean": 0.37, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 32.02, "fe_co_std": 0, "fe_gas_total_mean": 84.96, "fe_gas_total_std": 0, "fe_h2_mean": 52.52, "fe_h2_std": 0, "fe_liquid_mean": 15.04, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 48.03, "max_partial_current_gas_total_mean": 242.79, "max_partial_current_h2_mean": 223.74, "max_partial_current_liquid_mean": 57.21, "partial_current_c2h4_mean": 0.56, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 48.03, "partial_current_co_std": 0, "partial_current_gas_total_mean": 127.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 78.78, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.167-Au-0.5-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.5-Cu-0.333", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Ag-0.224-Au-0.377-Cu-0.399"}, {"Ag": 0.224, "Au": 0.377, "Cd": 0, "Cu": 0.399, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 77814.76, "current density": 200, "fe_c2h4_mean": 0.12, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 11.95, "fe_co_std": 0, "fe_gas_total_mean": 84.04, "fe_gas_total_std": 0, "fe_h2_mean": 71.92, "fe_h2_std": 0, "fe_liquid_mean": 15.96, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 48.03, "max_partial_current_gas_total_mean": 242.79, "max_partial_current_h2_mean": 223.74, "max_partial_current_liquid_mean": 57.21, "partial_current_c2h4_mean": 0.24, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 168.08, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 143.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.92, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.167-Au-0.5-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.5-Cu-0.333", "voltage_mean": 3.6, "voltage_std": 0, "xrf composition": "Ag-0.224-Au-0.377-Cu-0.399"}, {"Ag": 0.224, "Au": 0.377, "Cd": 0, "Cu": 0.399, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 77814.76, "current density": 300, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 6.28, "fe_co_std": 0, "fe_gas_total_mean": 80.93, "fe_gas_total_std": 0, "fe_h2_mean": 74.58, "fe_h2_std": 0, "fe_liquid_mean": 19.07, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 48.03, "max_partial_current_gas_total_mean": 242.79, "max_partial_current_h2_mean": 223.74, "max_partial_current_liquid_mean": 57.21, "partial_current_c2h4_mean": 0.12, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.84, "partial_current_co_std": 0, "partial_current_gas_total_mean": 242.79, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 223.74, "partial_current_h2_std": 0, "partial_current_liquid_mean": 57.21, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.167-Au-0.5-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.5-Cu-0.333", "voltage_mean": 3.69, "voltage_std": 0, "xrf composition": "Ag-0.224-Au-0.377-Cu-0.399"}, {"Ag": 0.359, "Au": 0.439, "Cd": 0, "Cu": 0.202, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 81372.54, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp20_241011_Ag-0.222-Au-0.667-Cu-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.222-Au-0.667-Cu-0.111", "voltage_mean": 2.78, "voltage_std": 0, "xrf composition": "Ag-0.359-Au-0.439-Cu-0.202"}, {"Ag": 0.359, "Au": 0.439, "Cd": 0, "Cu": 0.202, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 81372.54, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 41.35, "fe_co_std": 0, "fe_gas_total_mean": 85.22, "fe_gas_total_std": 0, "fe_h2_mean": 43.85, "fe_h2_std": 0, "fe_liquid_mean": 14.78, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.1, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 68.98, "max_partial_current_gas_total_mean": 243, "max_partial_current_h2_mean": 212.76, "max_partial_current_liquid_mean": 57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.68, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.61, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 21.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.39, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.222-Au-0.667-Cu-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.222-Au-0.667-Cu-0.111", "voltage_mean": 3.01, "voltage_std": 0, "xrf composition": "Ag-0.359-Au-0.439-Cu-0.202"}, {"Ag": 0.359, "Au": 0.439, "Cd": 0, "Cu": 0.202, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 81372.54, "current density": 100, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 43.52, "fe_co_std": 0, "fe_gas_total_mean": 85.12, "fe_gas_total_std": 0, "fe_h2_mean": 41.56, "fe_h2_std": 0, "fe_liquid_mean": 14.88, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.1, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 68.98, "max_partial_current_gas_total_mean": 243, "max_partial_current_h2_mean": 212.76, "max_partial_current_liquid_mean": 57, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 43.52, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 41.56, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.222-Au-0.667-Cu-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.222-Au-0.667-Cu-0.111", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Ag-0.359-Au-0.439-Cu-0.202"}, {"Ag": 0.359, "Au": 0.439, "Cd": 0, "Cu": 0.202, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 81372.54, "current density": 150, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 39.36, "fe_co_std": 0, "fe_gas_total_mean": 84.7, "fe_gas_total_std": 0, "fe_h2_mean": 45.28, "fe_h2_std": 0, "fe_liquid_mean": 15.3, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.1, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 68.98, "max_partial_current_gas_total_mean": 243, "max_partial_current_h2_mean": 212.76, "max_partial_current_liquid_mean": 57, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 59.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 127.05, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 67.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.95, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.222-Au-0.667-Cu-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.222-Au-0.667-Cu-0.111", "voltage_mean": 3.47, "voltage_std": 0, "xrf composition": "Ag-0.359-Au-0.439-Cu-0.202"}, {"Ag": 0.359, "Au": 0.439, "Cd": 0, "Cu": 0.202, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 81372.54, "current density": 200, "fe_c2h4_mean": 0.05, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 34.49, "fe_co_std": 0, "fe_gas_total_mean": 83.35, "fe_gas_total_std": 0, "fe_h2_mean": 48.78, "fe_h2_std": 0, "fe_liquid_mean": 16.65, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.1, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 68.98, "max_partial_current_gas_total_mean": 243, "max_partial_current_h2_mean": 212.76, "max_partial_current_liquid_mean": 57, "partial_current_c2h4_mean": 0.1, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 68.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 166.7, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 97.56, "partial_current_h2_std": 0, "partial_current_liquid_mean": 33.3, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.222-Au-0.667-Cu-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.222-Au-0.667-Cu-0.111", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Ag-0.359-Au-0.439-Cu-0.202"}, {"Ag": 0.359, "Au": 0.439, "Cd": 0, "Cu": 0.202, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 81372.54, "current density": 300, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 10.02, "fe_co_std": 0, "fe_gas_total_mean": 81, "fe_gas_total_std": 0, "fe_h2_mean": 70.92, "fe_h2_std": 0, "fe_liquid_mean": 19, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.1, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 68.98, "max_partial_current_gas_total_mean": 243, "max_partial_current_h2_mean": 212.76, "max_partial_current_liquid_mean": 57, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.06, "partial_current_co_std": 0, "partial_current_gas_total_mean": 243, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 212.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.222-Au-0.667-Cu-0.111_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.222-Au-0.667-Cu-0.111", "voltage_mean": 3.81, "voltage_std": 0, "xrf composition": "Ag-0.359-Au-0.439-Cu-0.202"}, {"Ag": 0.283, "Au": 0.245, "Cd": 0, "Cu": 0.472, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 57756.43, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 2.85, "voltage_std": 0, "xrf composition": "Ag-0.283-Au-0.245-Cu-0.472"}, {"Ag": 0.283, "Au": 0.245, "Cd": 0, "Cu": 0.472, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 57756.43, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 40.71, "fe_co_std": 0, "fe_gas_total_mean": 80, "fe_gas_total_std": 0, "fe_h2_mean": 39.26, "fe_h2_std": 0, "fe_liquid_mean": 20, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.76, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 92.6, "max_partial_current_gas_total_mean": 238.47, "max_partial_current_h2_mean": 179.82, "max_partial_current_liquid_mean": 61.53, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.36, "partial_current_co_std": 0, "partial_current_gas_total_mean": 40, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 19.63, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.1, "voltage_std": 0, "xrf composition": "Ag-0.283-Au-0.245-Cu-0.472"}, {"Ag": 0.283, "Au": 0.245, "Cd": 0, "Cu": 0.472, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 57756.43, "current density": 100, "fe_c2h4_mean": 0.14, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 53.83, "fe_co_std": 0, "fe_gas_total_mean": 83.14, "fe_gas_total_std": 0, "fe_h2_mean": 29.14, "fe_h2_std": 0, "fe_liquid_mean": 16.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.76, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 92.6, "max_partial_current_gas_total_mean": 238.47, "max_partial_current_h2_mean": 179.82, "max_partial_current_liquid_mean": 61.53, "partial_current_c2h4_mean": 0.14, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 53.83, "partial_current_co_std": 0, "partial_current_gas_total_mean": 83.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.4, "voltage_std": 0, "xrf composition": "Ag-0.283-Au-0.245-Cu-0.472"}, {"Ag": 0.283, "Au": 0.245, "Cd": 0, "Cu": 0.472, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 57756.43, "current density": 150, "fe_c2h4_mean": 0.25, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 53.43, "fe_co_std": 0, "fe_gas_total_mean": 83.95, "fe_gas_total_std": 0, "fe_h2_mean": 30.23, "fe_h2_std": 0, "fe_liquid_mean": 16.05, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.76, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 92.6, "max_partial_current_gas_total_mean": 238.47, "max_partial_current_h2_mean": 179.82, "max_partial_current_liquid_mean": 61.53, "partial_current_c2h4_mean": 0.38, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 80.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 125.92, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 45.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 24.08, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.57, "voltage_std": 0, "xrf composition": "Ag-0.283-Au-0.245-Cu-0.472"}, {"Ag": 0.283, "Au": 0.245, "Cd": 0, "Cu": 0.472, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 57756.43, "current density": 200, "fe_c2h4_mean": 0.38, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 46.3, "fe_co_std": 0, "fe_gas_total_mean": 82.74, "fe_gas_total_std": 0, "fe_h2_mean": 35.97, "fe_h2_std": 0, "fe_liquid_mean": 17.26, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.76, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 92.6, "max_partial_current_gas_total_mean": 238.47, "max_partial_current_h2_mean": 179.82, "max_partial_current_liquid_mean": 61.53, "partial_current_c2h4_mean": 0.76, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0, "partial_current_co_mean": 92.6, "partial_current_co_std": 0, "partial_current_gas_total_mean": 165.48, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 71.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 34.52, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.71, "voltage_std": 0, "xrf composition": "Ag-0.283-Au-0.245-Cu-0.472"}, {"Ag": 0.283, "Au": 0.245, "Cd": 0, "Cu": 0.472, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 57756.43, "current density": 300, "fe_c2h4_mean": 0.22, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0, "fe_co_mean": 19.18, "fe_co_std": 0, "fe_gas_total_mean": 79.49, "fe_gas_total_std": 0, "fe_h2_mean": 59.94, "fe_h2_std": 0, "fe_liquid_mean": 20.51, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.76, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 92.6, "max_partial_current_gas_total_mean": 238.47, "max_partial_current_h2_mean": 179.82, "max_partial_current_liquid_mean": 61.53, "partial_current_c2h4_mean": 0.66, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.39, "partial_current_ch4_std": 0, "partial_current_co_mean": 57.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 238.47, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 179.82, "partial_current_h2_std": 0, "partial_current_liquid_mean": 61.53, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.9, "voltage_std": 0, "xrf composition": "Ag-0.283-Au-0.245-Cu-0.472"}, {"Ag": 0.273, "Au": 0.24, "Cd": 0, "Cu": 0.487, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 57154.72, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Ag-0.273-Au-0.24-Cu-0.487"}, {"Ag": 0.273, "Au": 0.24, "Cd": 0, "Cu": 0.487, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 57154.72, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 38.83, "fe_co_std": 0, "fe_gas_total_mean": 81.39, "fe_gas_total_std": 0, "fe_h2_mean": 42.53, "fe_h2_std": 0, "fe_liquid_mean": 18.61, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 81.6, "max_partial_current_gas_total_mean": 245.01, "max_partial_current_h2_mean": 212.58, "max_partial_current_liquid_mean": 54.99, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 40.7, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 21.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.3, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.09, "voltage_std": 0, "xrf composition": "Ag-0.273-Au-0.24-Cu-0.487"}, {"Ag": 0.273, "Au": 0.24, "Cd": 0, "Cu": 0.487, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 57154.72, "current density": 100, "fe_c2h4_mean": 0.15, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 48.29, "fe_co_std": 0, "fe_gas_total_mean": 88.69, "fe_gas_total_std": 0, "fe_h2_mean": 40.2, "fe_h2_std": 0, "fe_liquid_mean": 11.31, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 81.6, "max_partial_current_gas_total_mean": 245.01, "max_partial_current_h2_mean": 212.58, "max_partial_current_liquid_mean": 54.99, "partial_current_c2h4_mean": 0.15, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0, "partial_current_co_mean": 48.29, "partial_current_co_std": 0, "partial_current_gas_total_mean": 88.69, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 40.2, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.31, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Ag-0.273-Au-0.24-Cu-0.487"}, {"Ag": 0.273, "Au": 0.24, "Cd": 0, "Cu": 0.487, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 57154.72, "current density": 150, "fe_c2h4_mean": 0.23, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 45.37, "fe_co_std": 0, "fe_gas_total_mean": 86.23, "fe_gas_total_std": 0, "fe_h2_mean": 40.56, "fe_h2_std": 0, "fe_liquid_mean": 13.77, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 81.6, "max_partial_current_gas_total_mean": 245.01, "max_partial_current_h2_mean": 212.58, "max_partial_current_liquid_mean": 54.99, "partial_current_c2h4_mean": 0.34, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 68.06, "partial_current_co_std": 0, "partial_current_gas_total_mean": 129.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 60.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.6, "voltage_std": 0, "xrf composition": "Ag-0.273-Au-0.24-Cu-0.487"}, {"Ag": 0.273, "Au": 0.24, "Cd": 0, "Cu": 0.487, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 57154.72, "current density": 200, "fe_c2h4_mean": 0.28, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 40.8, "fe_co_std": 0, "fe_gas_total_mean": 84.04, "fe_gas_total_std": 0, "fe_h2_mean": 42.86, "fe_h2_std": 0, "fe_liquid_mean": 15.96, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 81.6, "max_partial_current_gas_total_mean": 245.01, "max_partial_current_h2_mean": 212.58, "max_partial_current_liquid_mean": 54.99, "partial_current_c2h4_mean": 0.56, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0, "partial_current_co_mean": 81.6, "partial_current_co_std": 0, "partial_current_gas_total_mean": 168.08, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 85.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.92, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.75, "voltage_std": 0, "xrf composition": "Ag-0.273-Au-0.24-Cu-0.487"}, {"Ag": 0.273, "Au": 0.24, "Cd": 0, "Cu": 0.487, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 57154.72, "current density": 300, "fe_c2h4_mean": 0.11, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0, "fe_co_mean": 10.56, "fe_co_std": 0, "fe_gas_total_mean": 81.67, "fe_gas_total_std": 0, "fe_h2_mean": 70.86, "fe_h2_std": 0, "fe_liquid_mean": 18.33, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.56, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 81.6, "max_partial_current_gas_total_mean": 245.01, "max_partial_current_h2_mean": 212.58, "max_partial_current_liquid_mean": 54.99, "partial_current_c2h4_mean": 0.33, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.68, "partial_current_co_std": 0, "partial_current_gas_total_mean": 245.01, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 212.58, "partial_current_h2_std": 0, "partial_current_liquid_mean": 54.99, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.87, "voltage_std": 0, "xrf composition": "Ag-0.273-Au-0.24-Cu-0.487"}, {"Ag": 0.297, "Au": 0.27, "Cd": 0, "Cu": 0.434, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 61358.83, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 2.91, "voltage_std": 0, "xrf composition": "Ag-0.297-Au-0.27-Cu-0.434"}, {"Ag": 0.297, "Au": 0.27, "Cd": 0, "Cu": 0.434, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 61358.83, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 31.64, "fe_co_std": 0, "fe_gas_total_mean": 79.74, "fe_gas_total_std": 0, "fe_h2_mean": 48.07, "fe_h2_std": 0, "fe_liquid_mean": 20.26, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.4, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 64.91, "max_partial_current_gas_total_mean": 241.26, "max_partial_current_h2_mean": 208.29, "max_partial_current_liquid_mean": 58.74, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.82, "partial_current_co_std": 0, "partial_current_gas_total_mean": 39.87, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 24.04, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.13, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.06, "voltage_std": 0, "xrf composition": "Ag-0.297-Au-0.27-Cu-0.434"}, {"Ag": 0.297, "Au": 0.27, "Cd": 0, "Cu": 0.434, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 61358.83, "current density": 100, "fe_c2h4_mean": 0.3, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 45.47, "fe_co_std": 0, "fe_gas_total_mean": 82.72, "fe_gas_total_std": 0, "fe_h2_mean": 36.87, "fe_h2_std": 0, "fe_liquid_mean": 17.28, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.4, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 64.91, "max_partial_current_gas_total_mean": 241.26, "max_partial_current_h2_mean": 208.29, "max_partial_current_liquid_mean": 58.74, "partial_current_c2h4_mean": 0.3, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 45.47, "partial_current_co_std": 0, "partial_current_gas_total_mean": 82.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 36.87, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Ag-0.297-Au-0.27-Cu-0.434"}, {"Ag": 0.297, "Au": 0.27, "Cd": 0, "Cu": 0.434, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 61358.83, "current density": 150, "fe_c2h4_mean": 0.57, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 43.27, "fe_co_std": 0, "fe_gas_total_mean": 84.39, "fe_gas_total_std": 0, "fe_h2_mean": 40.46, "fe_h2_std": 0, "fe_liquid_mean": 15.61, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.4, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 64.91, "max_partial_current_gas_total_mean": 241.26, "max_partial_current_h2_mean": 208.29, "max_partial_current_liquid_mean": 58.74, "partial_current_c2h4_mean": 0.85, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0, "partial_current_co_mean": 64.91, "partial_current_co_std": 0, "partial_current_gas_total_mean": 126.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 60.69, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Ag-0.297-Au-0.27-Cu-0.434"}, {"Ag": 0.297, "Au": 0.27, "Cd": 0, "Cu": 0.434, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 61358.83, "current density": 200, "fe_c2h4_mean": 0.7, "fe_c2h4_std": 0, "fe_ch4_mean": 0.17, "fe_ch4_std": 0, "fe_co_mean": 30.38, "fe_co_std": 0, "fe_gas_total_mean": 82.62, "fe_gas_total_std": 0, "fe_h2_mean": 51.36, "fe_h2_std": 0, "fe_liquid_mean": 17.38, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.4, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 64.91, "max_partial_current_gas_total_mean": 241.26, "max_partial_current_h2_mean": 208.29, "max_partial_current_liquid_mean": 58.74, "partial_current_c2h4_mean": 1.4, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.34, "partial_current_ch4_std": 0, "partial_current_co_mean": 60.76, "partial_current_co_std": 0, "partial_current_gas_total_mean": 165.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 102.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 34.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.71, "voltage_std": 0, "xrf composition": "Ag-0.297-Au-0.27-Cu-0.434"}, {"Ag": 0.297, "Au": 0.27, "Cd": 0, "Cu": 0.434, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 61358.83, "current density": 300, "fe_c2h4_mean": 0.25, "fe_c2h4_std": 0, "fe_ch4_mean": 0.17, "fe_ch4_std": 0, "fe_co_mean": 10.57, "fe_co_std": 0, "fe_gas_total_mean": 80.42, "fe_gas_total_std": 0, "fe_h2_mean": 69.43, "fe_h2_std": 0, "fe_liquid_mean": 19.58, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 1.4, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 64.91, "max_partial_current_gas_total_mean": 241.26, "max_partial_current_h2_mean": 208.29, "max_partial_current_liquid_mean": 58.74, "partial_current_c2h4_mean": 0.75, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.51, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.71, "partial_current_co_std": 0, "partial_current_gas_total_mean": 241.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 208.29, "partial_current_h2_std": 0, "partial_current_liquid_mean": 58.74, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.25-Au-0.25-Cu-0.5_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Cu-0.5", "voltage_mean": 3.86, "voltage_std": 0, "xrf composition": "Ag-0.297-Au-0.27-Cu-0.434"}, {"Ag": 0.392, "Au": 0.262, "Cd": 0, "Cu": 0.346, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 58109.55, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 2.93, "voltage_std": 0, "xrf composition": "Ag-0.392-Au-0.262-Cu-0.346"}, {"Ag": 0.392, "Au": 0.262, "Cd": 0, "Cu": 0.346, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 58109.55, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 38.25, "fe_co_std": 0, "fe_gas_total_mean": 82.62, "fe_gas_total_std": 0, "fe_h2_mean": 44.34, "fe_h2_std": 0, "fe_liquid_mean": 17.38, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.42, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 68.12, "max_partial_current_gas_total_mean": 239.01, "max_partial_current_h2_mean": 214.29, "max_partial_current_liquid_mean": 60.99, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.12, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.31, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 22.17, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.69, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.01, "voltage_std": 0, "xrf composition": "Ag-0.392-Au-0.262-Cu-0.346"}, {"Ag": 0.392, "Au": 0.262, "Cd": 0, "Cu": 0.346, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 58109.55, "current density": 100, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 43.22, "fe_co_std": 0, "fe_gas_total_mean": 84.78, "fe_gas_total_std": 0, "fe_h2_mean": 41.47, "fe_h2_std": 0, "fe_liquid_mean": 15.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.42, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 68.12, "max_partial_current_gas_total_mean": 239.01, "max_partial_current_h2_mean": 214.29, "max_partial_current_liquid_mean": 60.99, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 43.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 84.78, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 41.47, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.22, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Ag-0.392-Au-0.262-Cu-0.346"}, {"Ag": 0.392, "Au": 0.262, "Cd": 0, "Cu": 0.346, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 58109.55, "current density": 150, "fe_c2h4_mean": 0.11, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 43.66, "fe_co_std": 0, "fe_gas_total_mean": 84.13, "fe_gas_total_std": 0, "fe_h2_mean": 40.31, "fe_h2_std": 0, "fe_liquid_mean": 15.87, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.42, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 68.12, "max_partial_current_gas_total_mean": 239.01, "max_partial_current_h2_mean": 214.29, "max_partial_current_liquid_mean": 60.99, "partial_current_c2h4_mean": 0.16, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 65.49, "partial_current_co_std": 0, "partial_current_gas_total_mean": 126.2, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 60.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.8, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.48, "voltage_std": 0, "xrf composition": "Ag-0.392-Au-0.262-Cu-0.346"}, {"Ag": 0.392, "Au": 0.262, "Cd": 0, "Cu": 0.346, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 58109.55, "current density": 200, "fe_c2h4_mean": 0.21, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 34.06, "fe_co_std": 0, "fe_gas_total_mean": 82.49, "fe_gas_total_std": 0, "fe_h2_mean": 48.14, "fe_h2_std": 0, "fe_liquid_mean": 17.51, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.42, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 68.12, "max_partial_current_gas_total_mean": 239.01, "max_partial_current_h2_mean": 214.29, "max_partial_current_liquid_mean": 60.99, "partial_current_c2h4_mean": 0.42, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.16, "partial_current_ch4_std": 0, "partial_current_co_mean": 68.12, "partial_current_co_std": 0, "partial_current_gas_total_mean": 164.98, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 96.28, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.02, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Ag-0.392-Au-0.262-Cu-0.346"}, {"Ag": 0.392, "Au": 0.262, "Cd": 0, "Cu": 0.346, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 58109.55, "current density": 300, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0, "fe_ch4_mean": 0.11, "fe_ch4_std": 0, "fe_co_mean": 8.07, "fe_co_std": 0, "fe_gas_total_mean": 79.67, "fe_gas_total_std": 0, "fe_h2_mean": 71.43, "fe_h2_std": 0, "fe_liquid_mean": 20.33, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.42, "max_partial_current_ch4_mean": 0.33, "max_partial_current_co_mean": 68.12, "max_partial_current_gas_total_mean": 239.01, "max_partial_current_h2_mean": 214.29, "max_partial_current_liquid_mean": 60.99, "partial_current_c2h4_mean": 0.18, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.33, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.21, "partial_current_co_std": 0, "partial_current_gas_total_mean": 239.01, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 214.29, "partial_current_h2_std": 0, "partial_current_liquid_mean": 60.99, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.79, "voltage_std": 0, "xrf composition": "Ag-0.392-Au-0.262-Cu-0.346"}, {"Ag": 0.411, "Au": 0.245, "Cd": 0, "Cu": 0.344, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 55082.03, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 2.87, "voltage_std": 0, "xrf composition": "Ag-0.411-Au-0.245-Cu-0.344"}, {"Ag": 0.411, "Au": 0.245, "Cd": 0, "Cu": 0.344, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 55082.03, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 49.67, "fe_co_std": 0, "fe_gas_total_mean": 87.57, "fe_gas_total_std": 0, "fe_h2_mean": 37.86, "fe_h2_std": 0, "fe_liquid_mean": 12.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.42, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 91.02, "max_partial_current_gas_total_mean": 251.16, "max_partial_current_h2_mean": 195.21, "max_partial_current_liquid_mean": 48.84, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.84, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.78, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 18.93, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.22, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.01, "voltage_std": 0, "xrf composition": "Ag-0.411-Au-0.245-Cu-0.344"}, {"Ag": 0.411, "Au": 0.245, "Cd": 0, "Cu": 0.344, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 55082.03, "current density": 100, "fe_c2h4_mean": 0.07, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 51.51, "fe_co_std": 0, "fe_gas_total_mean": 89.75, "fe_gas_total_std": 0, "fe_h2_mean": 38.14, "fe_h2_std": 0, "fe_liquid_mean": 10.25, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.42, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 91.02, "max_partial_current_gas_total_mean": 251.16, "max_partial_current_h2_mean": 195.21, "max_partial_current_liquid_mean": 48.84, "partial_current_c2h4_mean": 0.07, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 51.51, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.75, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 38.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.25, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.34, "voltage_std": 0, "xrf composition": "Ag-0.411-Au-0.245-Cu-0.344"}, {"Ag": 0.411, "Au": 0.245, "Cd": 0, "Cu": 0.344, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 55082.03, "current density": 150, "fe_c2h4_mean": 0.13, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 50.69, "fe_co_std": 0, "fe_gas_total_mean": 89.74, "fe_gas_total_std": 0, "fe_h2_mean": 38.88, "fe_h2_std": 0, "fe_liquid_mean": 10.26, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.42, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 91.02, "max_partial_current_gas_total_mean": 251.16, "max_partial_current_h2_mean": 195.21, "max_partial_current_liquid_mean": 48.84, "partial_current_c2h4_mean": 0.2, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 76.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 134.61, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 58.32, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.39, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.46, "voltage_std": 0, "xrf composition": "Ag-0.411-Au-0.245-Cu-0.344"}, {"Ag": 0.411, "Au": 0.245, "Cd": 0, "Cu": 0.344, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 55082.03, "current density": 200, "fe_c2h4_mean": 0.18, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 45.51, "fe_co_std": 0, "fe_gas_total_mean": 88.36, "fe_gas_total_std": 0, "fe_h2_mean": 42.61, "fe_h2_std": 0, "fe_liquid_mean": 11.64, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.42, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 91.02, "max_partial_current_gas_total_mean": 251.16, "max_partial_current_h2_mean": 195.21, "max_partial_current_liquid_mean": 48.84, "partial_current_c2h4_mean": 0.36, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 91.02, "partial_current_co_std": 0, "partial_current_gas_total_mean": 176.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 85.22, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Ag-0.411-Au-0.245-Cu-0.344"}, {"Ag": 0.411, "Au": 0.245, "Cd": 0, "Cu": 0.344, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 55082.03, "current density": 300, "fe_c2h4_mean": 0.14, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0, "fe_co_mean": 18.38, "fe_co_std": 0, "fe_gas_total_mean": 83.72, "fe_gas_total_std": 0, "fe_h2_mean": 65.07, "fe_h2_std": 0, "fe_liquid_mean": 16.28, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.42, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 91.02, "max_partial_current_gas_total_mean": 251.16, "max_partial_current_h2_mean": 195.21, "max_partial_current_liquid_mean": 48.84, "partial_current_c2h4_mean": 0.42, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 55.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 251.16, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 195.21, "partial_current_h2_std": 0, "partial_current_liquid_mean": 48.84, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.83, "voltage_std": 0, "xrf composition": "Ag-0.411-Au-0.245-Cu-0.344"}, {"Ag": 0.442, "Au": 0.275, "Cd": 0, "Cu": 0.282, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 59055.96, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 2.9, "voltage_std": 0, "xrf composition": "Ag-0.442-Au-0.275-Cu-0.282"}, {"Ag": 0.442, "Au": 0.275, "Cd": 0, "Cu": 0.282, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 59055.96, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 38.31, "fe_co_std": 0, "fe_gas_total_mean": 83.44, "fe_gas_total_std": 0, "fe_h2_mean": 45.12, "fe_h2_std": 0, "fe_liquid_mean": 16.56, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.52, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 53.02, "max_partial_current_gas_total_mean": 242.34, "max_partial_current_h2_mean": 216.72, "max_partial_current_liquid_mean": 57.66, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.16, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 22.56, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.09, "voltage_std": 0, "xrf composition": "Ag-0.442-Au-0.275-Cu-0.282"}, {"Ag": 0.442, "Au": 0.275, "Cd": 0, "Cu": 0.282, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 59055.96, "current density": 100, "fe_c2h4_mean": 0.08, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 40.65, "fe_co_std": 0, "fe_gas_total_mean": 85.9, "fe_gas_total_std": 0, "fe_h2_mean": 45.14, "fe_h2_std": 0, "fe_liquid_mean": 14.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.52, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 53.02, "max_partial_current_gas_total_mean": 242.34, "max_partial_current_h2_mean": 216.72, "max_partial_current_liquid_mean": 57.66, "partial_current_c2h4_mean": 0.08, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 40.65, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 45.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.1, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.42, "voltage_std": 0, "xrf composition": "Ag-0.442-Au-0.275-Cu-0.282"}, {"Ag": 0.442, "Au": 0.275, "Cd": 0, "Cu": 0.282, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 59055.96, "current density": 150, "fe_c2h4_mean": 0.21, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 35.35, "fe_co_std": 0, "fe_gas_total_mean": 85.98, "fe_gas_total_std": 0, "fe_h2_mean": 50.38, "fe_h2_std": 0, "fe_liquid_mean": 14.02, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.52, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 53.02, "max_partial_current_gas_total_mean": 242.34, "max_partial_current_h2_mean": 216.72, "max_partial_current_liquid_mean": 57.66, "partial_current_c2h4_mean": 0.32, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 53.02, "partial_current_co_std": 0, "partial_current_gas_total_mean": 128.97, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 75.57, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.03, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.58, "voltage_std": 0, "xrf composition": "Ag-0.442-Au-0.275-Cu-0.282"}, {"Ag": 0.442, "Au": 0.275, "Cd": 0, "Cu": 0.282, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 59055.96, "current density": 200, "fe_c2h4_mean": 0.26, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 26.46, "fe_co_std": 0, "fe_gas_total_mean": 84.01, "fe_gas_total_std": 0, "fe_h2_mean": 57.22, "fe_h2_std": 0, "fe_liquid_mean": 15.99, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.52, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 53.02, "max_partial_current_gas_total_mean": 242.34, "max_partial_current_h2_mean": 216.72, "max_partial_current_liquid_mean": 57.66, "partial_current_c2h4_mean": 0.52, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0, "partial_current_co_mean": 52.92, "partial_current_co_std": 0, "partial_current_gas_total_mean": 168.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 114.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.73, "voltage_std": 0, "xrf composition": "Ag-0.442-Au-0.275-Cu-0.282"}, {"Ag": 0.442, "Au": 0.275, "Cd": 0, "Cu": 0.282, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 59055.96, "current density": 300, "fe_c2h4_mean": 0.07, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 8.41, "fe_co_std": 0, "fe_gas_total_mean": 80.78, "fe_gas_total_std": 0, "fe_h2_mean": 72.24, "fe_h2_std": 0, "fe_liquid_mean": 19.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.52, "max_partial_current_ch4_mean": 0.18, "max_partial_current_co_mean": 53.02, "max_partial_current_gas_total_mean": 242.34, "max_partial_current_h2_mean": 216.72, "max_partial_current_liquid_mean": 57.66, "partial_current_c2h4_mean": 0.21, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.23, "partial_current_co_std": 0, "partial_current_gas_total_mean": 242.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 216.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 57.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.333-Au-0.333-Cu-0.333_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Cu-0.333", "voltage_mean": 3.9, "voltage_std": 0, "xrf composition": "Ag-0.442-Au-0.275-Cu-0.282"}, {"Ag": 0.44, "Au": 0.212, "Cd": 0, "Cu": 0.349, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 49098.12, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp20_241011_Ag-0.5-Au-0.25-Cu-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Cu-0.25", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Ag-0.44-Au-0.212-Cu-0.349"}, {"Ag": 0.44, "Au": 0.212, "Cd": 0, "Cu": 0.349, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 49098.12, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 42.16, "fe_co_std": 0, "fe_gas_total_mean": 84.09, "fe_gas_total_std": 0, "fe_h2_mean": 41.89, "fe_h2_std": 0, "fe_liquid_mean": 15.91, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.6, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 71.06, "max_partial_current_gas_total_mean": 243.33, "max_partial_current_h2_mean": 214.8, "max_partial_current_liquid_mean": 56.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.04, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 20.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.96, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.5-Au-0.25-Cu-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Cu-0.25", "voltage_mean": 3.07, "voltage_std": 0, "xrf composition": "Ag-0.44-Au-0.212-Cu-0.349"}, {"Ag": 0.44, "Au": 0.212, "Cd": 0, "Cu": 0.349, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 49098.12, "current density": 100, "fe_c2h4_mean": 0.12, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 48.41, "fe_co_std": 0, "fe_gas_total_mean": 86.42, "fe_gas_total_std": 0, "fe_h2_mean": 37.85, "fe_h2_std": 0, "fe_liquid_mean": 13.58, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.6, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 71.06, "max_partial_current_gas_total_mean": 243.33, "max_partial_current_h2_mean": 214.8, "max_partial_current_liquid_mean": 56.67, "partial_current_c2h4_mean": 0.12, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 48.41, "partial_current_co_std": 0, "partial_current_gas_total_mean": 86.42, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 37.85, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.58, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.5-Au-0.25-Cu-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Cu-0.25", "voltage_mean": 3.42, "voltage_std": 0, "xrf composition": "Ag-0.44-Au-0.212-Cu-0.349"}, {"Ag": 0.44, "Au": 0.212, "Cd": 0, "Cu": 0.349, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 49098.12, "current density": 150, "fe_c2h4_mean": 0.22, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 47.37, "fe_co_std": 0, "fe_gas_total_mean": 85.77, "fe_gas_total_std": 0, "fe_h2_mean": 38.12, "fe_h2_std": 0, "fe_liquid_mean": 14.23, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.6, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 71.06, "max_partial_current_gas_total_mean": 243.33, "max_partial_current_h2_mean": 214.8, "max_partial_current_liquid_mean": 56.67, "partial_current_c2h4_mean": 0.33, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 71.06, "partial_current_co_std": 0, "partial_current_gas_total_mean": 128.66, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 57.18, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.34, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.5-Au-0.25-Cu-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Cu-0.25", "voltage_mean": 3.53, "voltage_std": 0, "xrf composition": "Ag-0.44-Au-0.212-Cu-0.349"}, {"Ag": 0.44, "Au": 0.212, "Cd": 0, "Cu": 0.349, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 49098.12, "current density": 200, "fe_c2h4_mean": 0.3, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0, "fe_co_mean": 28.71, "fe_co_std": 0, "fe_gas_total_mean": 83.53, "fe_gas_total_std": 0, "fe_h2_mean": 54.39, "fe_h2_std": 0, "fe_liquid_mean": 16.47, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.6, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 71.06, "max_partial_current_gas_total_mean": 243.33, "max_partial_current_h2_mean": 214.8, "max_partial_current_liquid_mean": 56.67, "partial_current_c2h4_mean": 0.6, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.26, "partial_current_ch4_std": 0, "partial_current_co_mean": 57.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 167.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 108.78, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.5-Au-0.25-Cu-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Cu-0.25", "voltage_mean": 3.7, "voltage_std": 0, "xrf composition": "Ag-0.44-Au-0.212-Cu-0.349"}, {"Ag": 0.44, "Au": 0.212, "Cd": 0, "Cu": 0.349, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 49098.12, "current density": 300, "fe_c2h4_mean": 0.1, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 9.31, "fe_co_std": 0, "fe_gas_total_mean": 81.11, "fe_gas_total_std": 0, "fe_h2_mean": 71.6, "fe_h2_std": 0, "fe_liquid_mean": 18.89, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.6, "max_partial_current_ch4_mean": 0.3, "max_partial_current_co_mean": 71.06, "max_partial_current_gas_total_mean": 243.33, "max_partial_current_h2_mean": 214.8, "max_partial_current_liquid_mean": 56.67, "partial_current_c2h4_mean": 0.3, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.3, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.93, "partial_current_co_std": 0, "partial_current_gas_total_mean": 243.33, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 214.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 56.67, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.5-Au-0.25-Cu-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Cu-0.25", "voltage_mean": 3.79, "voltage_std": 0, "xrf composition": "Ag-0.44-Au-0.212-Cu-0.349"}, {"Ag": 0.74, "Au": 0, "Cd": 0, "Cu": 0.26, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 1302.82, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp20_241011_Ag-0.8-Cu-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.8-Cu-0.2", "voltage_mean": 3, "voltage_std": 0, "xrf composition": "Ag-0.74-Cu-0.26"}, {"Ag": 0.74, "Au": 0, "Cd": 0, "Cu": 0.26, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 1302.82, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.11, "fe_ch4_std": 0, "fe_co_mean": 46.33, "fe_co_std": 0, "fe_gas_total_mean": 109.37, "fe_gas_total_std": 0, "fe_h2_mean": 62.91, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.46, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 69.75, "max_partial_current_gas_total_mean": 292.65, "max_partial_current_h2_mean": 264.42, "max_partial_current_liquid_mean": 7.35, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.16, "partial_current_co_std": 0, "partial_current_gas_total_mean": 54.68, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.8-Cu-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.8-Cu-0.2", "voltage_mean": 3.09, "voltage_std": 0, "xrf composition": "Ag-0.74-Cu-0.26"}, {"Ag": 0.74, "Au": 0, "Cd": 0, "Cu": 0.26, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 1302.82, "current density": 100, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 49.13, "fe_co_std": 0, "fe_gas_total_mean": 107.47, "fe_gas_total_std": 0, "fe_h2_mean": 58.18, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.46, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 69.75, "max_partial_current_gas_total_mean": 292.65, "max_partial_current_h2_mean": 264.42, "max_partial_current_liquid_mean": 7.35, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 49.13, "partial_current_co_std": 0, "partial_current_gas_total_mean": 107.47, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 58.18, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.8-Cu-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.8-Cu-0.2", "voltage_mean": 3.46, "voltage_std": 0, "xrf composition": "Ag-0.74-Cu-0.26"}, {"Ag": 0.74, "Au": 0, "Cd": 0, "Cu": 0.26, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 1302.82, "current density": 150, "fe_c2h4_mean": 0.18, "fe_c2h4_std": 0, "fe_ch4_mean": 0.11, "fe_ch4_std": 0, "fe_co_mean": 46.5, "fe_co_std": 0, "fe_gas_total_mean": 104.01, "fe_gas_total_std": 0, "fe_h2_mean": 57.2, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.46, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 69.75, "max_partial_current_gas_total_mean": 292.65, "max_partial_current_h2_mean": 264.42, "max_partial_current_liquid_mean": 7.35, "partial_current_c2h4_mean": 0.27, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.16, "partial_current_ch4_std": 0, "partial_current_co_mean": 69.75, "partial_current_co_std": 0, "partial_current_gas_total_mean": 156.01, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 85.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.8-Cu-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.8-Cu-0.2", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Ag-0.74-Cu-0.26"}, {"Ag": 0.74, "Au": 0, "Cd": 0, "Cu": 0.26, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 1302.82, "current density": 200, "fe_c2h4_mean": 0.23, "fe_c2h4_std": 0, "fe_ch4_mean": 0.22, "fe_ch4_std": 0, "fe_co_mean": 19.94, "fe_co_std": 0, "fe_gas_total_mean": 102.29, "fe_gas_total_std": 0, "fe_h2_mean": 81.89, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.46, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 69.75, "max_partial_current_gas_total_mean": 292.65, "max_partial_current_h2_mean": 264.42, "max_partial_current_liquid_mean": 7.35, "partial_current_c2h4_mean": 0.46, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.44, "partial_current_ch4_std": 0, "partial_current_co_mean": 39.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 204.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 163.78, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.8-Cu-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.8-Cu-0.2", "voltage_mean": 3.81, "voltage_std": 0, "xrf composition": "Ag-0.74-Cu-0.26"}, {"Ag": 0.74, "Au": 0, "Cd": 0, "Cu": 0.26, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 1302.82, "current density": 300, "fe_c2h4_mean": 0.11, "fe_c2h4_std": 0, "fe_ch4_mean": 0.16, "fe_ch4_std": 0, "fe_co_mean": 9.13, "fe_co_std": 0, "fe_gas_total_mean": 97.55, "fe_gas_total_std": 0, "fe_h2_mean": 88.14, "fe_h2_std": 0, "fe_liquid_mean": 2.45, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.46, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 69.75, "max_partial_current_gas_total_mean": 292.65, "max_partial_current_h2_mean": 264.42, "max_partial_current_liquid_mean": 7.35, "partial_current_c2h4_mean": 0.33, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.48, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.39, "partial_current_co_std": 0, "partial_current_gas_total_mean": 292.65, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 264.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.35, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.8-Cu-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.8-Cu-0.2", "voltage_mean": 3.92, "voltage_std": 0, "xrf composition": "Ag-0.74-Cu-0.26"}, {"Ag": 0.772, "Au": 0, "Cd": 0, "Cu": 0.228, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 1339.1, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp20_241011_Ag-0.833-Cu-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.833-Cu-0.167", "voltage_mean": 2.96, "voltage_std": 0, "xrf composition": "Ag-0.772-Cu-0.228"}, {"Ag": 0.772, "Au": 0, "Cd": 0, "Cu": 0.228, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 1339.1, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.11, "fe_ch4_std": 0, "fe_co_mean": 35.25, "fe_co_std": 0, "fe_gas_total_mean": 86.15, "fe_gas_total_std": 0, "fe_h2_mean": 50.76, "fe_h2_std": 0, "fe_liquid_mean": 13.85, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.54, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 46.9, "max_partial_current_gas_total_mean": 229.02, "max_partial_current_h2_mean": 194.13, "max_partial_current_liquid_mean": 70.98, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.62, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.08, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 25.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.92, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.833-Cu-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.833-Cu-0.167", "voltage_mean": 3.07, "voltage_std": 0, "xrf composition": "Ag-0.772-Cu-0.228"}, {"Ag": 0.772, "Au": 0, "Cd": 0, "Cu": 0.228, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 1339.1, "current density": 100, "fe_c2h4_mean": 0.07, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 40.79, "fe_co_std": 0, "fe_gas_total_mean": 83.8, "fe_gas_total_std": 0, "fe_h2_mean": 42.83, "fe_h2_std": 0, "fe_liquid_mean": 16.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.54, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 46.9, "max_partial_current_gas_total_mean": 229.02, "max_partial_current_h2_mean": 194.13, "max_partial_current_liquid_mean": 70.98, "partial_current_c2h4_mean": 0.07, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 40.79, "partial_current_co_std": 0, "partial_current_gas_total_mean": 83.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 42.83, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.833-Cu-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.833-Cu-0.167", "voltage_mean": 3.34, "voltage_std": 0, "xrf composition": "Ag-0.772-Cu-0.228"}, {"Ag": 0.772, "Au": 0, "Cd": 0, "Cu": 0.228, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 1339.1, "current density": 150, "fe_c2h4_mean": 0.15, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 30.6, "fe_co_std": 0, "fe_gas_total_mean": 81.03, "fe_gas_total_std": 0, "fe_h2_mean": 50.16, "fe_h2_std": 0, "fe_liquid_mean": 18.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.54, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 46.9, "max_partial_current_gas_total_mean": 229.02, "max_partial_current_h2_mean": 194.13, "max_partial_current_liquid_mean": 70.98, "partial_current_c2h4_mean": 0.22, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0, "partial_current_co_mean": 45.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 121.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 75.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.833-Cu-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.833-Cu-0.167", "voltage_mean": 3.54, "voltage_std": 0, "xrf composition": "Ag-0.772-Cu-0.228"}, {"Ag": 0.772, "Au": 0, "Cd": 0, "Cu": 0.228, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 1339.1, "current density": 200, "fe_c2h4_mean": 0.27, "fe_c2h4_std": 0, "fe_ch4_mean": 0.15, "fe_ch4_std": 0, "fe_co_mean": 23.45, "fe_co_std": 0, "fe_gas_total_mean": 75.87, "fe_gas_total_std": 0, "fe_h2_mean": 51.99, "fe_h2_std": 0, "fe_liquid_mean": 24.13, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.54, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 46.9, "max_partial_current_gas_total_mean": 229.02, "max_partial_current_h2_mean": 194.13, "max_partial_current_liquid_mean": 70.98, "partial_current_c2h4_mean": 0.54, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.3, "partial_current_ch4_std": 0, "partial_current_co_mean": 46.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 151.74, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 103.98, "partial_current_h2_std": 0, "partial_current_liquid_mean": 48.26, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.833-Cu-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.833-Cu-0.167", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Ag-0.772-Cu-0.228"}, {"Ag": 0.772, "Au": 0, "Cd": 0, "Cu": 0.228, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241011, "batch number": 20, "cost_per_gram": 1339.1, "current density": 300, "fe_c2h4_mean": 0.15, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0, "fe_co_mean": 11.36, "fe_co_std": 0, "fe_gas_total_mean": 76.34, "fe_gas_total_std": 0, "fe_h2_mean": 64.71, "fe_h2_std": 0, "fe_liquid_mean": 23.66, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.54, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 46.9, "max_partial_current_gas_total_mean": 229.02, "max_partial_current_h2_mean": 194.13, "max_partial_current_liquid_mean": 70.98, "partial_current_c2h4_mean": 0.45, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 229.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 194.13, "partial_current_h2_std": 0, "partial_current_liquid_mean": 70.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp20_241011_Ag-0.833-Cu-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.833-Cu-0.167", "voltage_mean": 3.67, "voltage_std": 0, "xrf composition": "Ag-0.772-Cu-0.228"}, {"Ag": 0.22, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.78, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 685.82, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp23_241025_Ag-0.167-Ga-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Ga-0.833", "voltage_mean": 3.03, "voltage_std": 0, "xrf composition": "Ag-0.22-Ga-0.78"}, {"Ag": 0.22, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.78, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 685.82, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 29.87, "fe_co_std": 0, "fe_gas_total_mean": 67.7, "fe_gas_total_std": 0, "fe_h2_mean": 37.78, "fe_h2_std": 0, "fe_liquid_mean": 32.3, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 123.21, "max_partial_current_gas_total_mean": 167.07, "max_partial_current_h2_mean": 44.37, "max_partial_current_liquid_mean": 132.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 33.85, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 18.89, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.15, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.167-Ga-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Ga-0.833", "voltage_mean": 3.05, "voltage_std": 0, "xrf composition": "Ag-0.22-Ga-0.78"}, {"Ag": 0.22, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.78, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 685.82, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 42.1, "fe_co_std": 0, "fe_gas_total_mean": 73.02, "fe_gas_total_std": 0, "fe_h2_mean": 30.88, "fe_h2_std": 0, "fe_liquid_mean": 26.98, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 123.21, "max_partial_current_gas_total_mean": 167.07, "max_partial_current_h2_mean": 44.37, "max_partial_current_liquid_mean": 132.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 42.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 73.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 30.88, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.167-Ga-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Ga-0.833", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Ag-0.22-Ga-0.78"}, {"Ag": 0.22, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.78, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 685.82, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 47.43, "fe_co_std": 0, "fe_gas_total_mean": 77.04, "fe_gas_total_std": 0, "fe_h2_mean": 29.58, "fe_h2_std": 0, "fe_liquid_mean": 22.96, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 123.21, "max_partial_current_gas_total_mean": 167.07, "max_partial_current_h2_mean": 44.37, "max_partial_current_liquid_mean": 132.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 71.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 115.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 44.37, "partial_current_h2_std": 0, "partial_current_liquid_mean": 34.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.167-Ga-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Ga-0.833", "voltage_mean": 3.47, "voltage_std": 0, "xrf composition": "Ag-0.22-Ga-0.78"}, {"Ag": 0.22, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.78, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 685.82, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 45.46, "fe_co_std": 0, "fe_gas_total_mean": 64.19, "fe_gas_total_std": 0, "fe_h2_mean": 18.71, "fe_h2_std": 0, "fe_liquid_mean": 35.81, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 123.21, "max_partial_current_gas_total_mean": 167.07, "max_partial_current_h2_mean": 44.37, "max_partial_current_liquid_mean": 132.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 90.92, "partial_current_co_std": 0, "partial_current_gas_total_mean": 128.38, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 37.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 71.62, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.167-Ga-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Ga-0.833", "voltage_mean": 3.59, "voltage_std": 0, "xrf composition": "Ag-0.22-Ga-0.78"}, {"Ag": 0.22, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.78, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 685.82, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 41.07, "fe_co_std": 0, "fe_gas_total_mean": 55.69, "fe_gas_total_std": 0, "fe_h2_mean": 14.59, "fe_h2_std": 0, "fe_liquid_mean": 44.31, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.09, "max_partial_current_co_mean": 123.21, "max_partial_current_gas_total_mean": 167.07, "max_partial_current_h2_mean": 44.37, "max_partial_current_liquid_mean": 132.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 123.21, "partial_current_co_std": 0, "partial_current_gas_total_mean": 167.07, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.77, "partial_current_h2_std": 0, "partial_current_liquid_mean": 132.93, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.167-Ga-0.833_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Ga-0.833", "voltage_mean": 3.77, "voltage_std": 0, "xrf composition": "Ag-0.22-Ga-0.78"}, {"Ag": 0.236, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.764, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 710.67, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp23_241025_Ag-0.2-Ga-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.2-Ga-0.8", "voltage_mean": 3.02, "voltage_std": 0, "xrf composition": "Ag-0.236-Ga-0.764"}, {"Ag": 0.236, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.764, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 710.67, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 24.28, "fe_co_std": 0, "fe_gas_total_mean": 71.83, "fe_gas_total_std": 0, "fe_h2_mean": 47.49, "fe_h2_std": 0, "fe_liquid_mean": 28.17, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 86.86, "max_partial_current_gas_total_mean": 200.64, "max_partial_current_h2_mean": 121.65, "max_partial_current_liquid_mean": 99.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 35.92, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 23.74, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.08, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.2-Ga-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.2-Ga-0.8", "voltage_mean": 3.04, "voltage_std": 0, "xrf composition": "Ag-0.236-Ga-0.764"}, {"Ag": 0.236, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.764, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 710.67, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 32.98, "fe_co_std": 0, "fe_gas_total_mean": 71.11, "fe_gas_total_std": 0, "fe_h2_mean": 38.08, "fe_h2_std": 0, "fe_liquid_mean": 28.89, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 86.86, "max_partial_current_gas_total_mean": 200.64, "max_partial_current_h2_mean": 121.65, "max_partial_current_liquid_mean": 99.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 71.11, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 38.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.89, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.2-Ga-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.2-Ga-0.8", "voltage_mean": 3.38, "voltage_std": 0, "xrf composition": "Ag-0.236-Ga-0.764"}, {"Ag": 0.236, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.764, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 710.67, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 39.77, "fe_co_std": 0, "fe_gas_total_mean": 83.14, "fe_gas_total_std": 0, "fe_h2_mean": 43.33, "fe_h2_std": 0, "fe_liquid_mean": 16.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 86.86, "max_partial_current_gas_total_mean": 200.64, "max_partial_current_h2_mean": 121.65, "max_partial_current_liquid_mean": 99.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 59.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 124.71, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 65, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.29, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.2-Ga-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.2-Ga-0.8", "voltage_mean": 3.55, "voltage_std": 0, "xrf composition": "Ag-0.236-Ga-0.764"}, {"Ag": 0.236, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.764, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 710.67, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 43.43, "fe_co_std": 0, "fe_gas_total_mean": 81.03, "fe_gas_total_std": 0, "fe_h2_mean": 37.55, "fe_h2_std": 0, "fe_liquid_mean": 18.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 86.86, "max_partial_current_gas_total_mean": 200.64, "max_partial_current_h2_mean": 121.65, "max_partial_current_liquid_mean": 99.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 86.86, "partial_current_co_std": 0, "partial_current_gas_total_mean": 162.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 75.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 37.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.2-Ga-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.2-Ga-0.8", "voltage_mean": 3.7, "voltage_std": 0, "xrf composition": "Ag-0.236-Ga-0.764"}, {"Ag": 0.236, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.764, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 710.67, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 26.24, "fe_co_std": 0, "fe_gas_total_mean": 66.88, "fe_gas_total_std": 0, "fe_h2_mean": 40.55, "fe_h2_std": 0, "fe_liquid_mean": 33.12, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 86.86, "max_partial_current_gas_total_mean": 200.64, "max_partial_current_h2_mean": 121.65, "max_partial_current_liquid_mean": 99.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0, "partial_current_co_mean": 78.72, "partial_current_co_std": 0, "partial_current_gas_total_mean": 200.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 121.65, "partial_current_h2_std": 0, "partial_current_liquid_mean": 99.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.2-Ga-0.8_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.2-Ga-0.8", "voltage_mean": 3.93, "voltage_std": 0, "xrf composition": "Ag-0.236-Ga-0.764"}, {"Ag": 0.327, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.673, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 844.99, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp23_241025_Ag-0.25-Ga-0.75_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.25-Ga-0.75", "voltage_mean": 2.9966666666666666, "voltage_std": 0.03511884584284239, "xrf composition": "Ag-0.327-Ga-0.673"}, {"Ag": 0.327, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.673, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 844.99, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0.01, "fe_co_mean": 32.83, "fe_co_std": 5.94, "fe_gas_total_mean": 75.25, "fe_gas_total_std": 9.65, "fe_h2_mean": 42.37, "fe_h2_std": 5.46, "fe_liquid_mean": 24.75, "fe_liquid_std": 9.65, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 81.29, "max_partial_current_gas_total_mean": 186.35, "max_partial_current_h2_mean": 110.95, "max_partial_current_liquid_mean": 113.65, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.41, "partial_current_co_std": 2.97, "partial_current_gas_total_mean": 37.62, "partial_current_gas_total_std": 4.82, "partial_current_h2_mean": 21.18, "partial_current_h2_std": 2.73, "partial_current_liquid_mean": 12.38, "partial_current_liquid_std": 4.82, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.25-Ga-0.75_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.25-Ga-0.75", "voltage_mean": 2.973333333333333, "voltage_std": 0.04509249752822881, "xrf composition": "Ag-0.327-Ga-0.673"}, {"Ag": 0.327, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.673, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 844.99, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 39.99, "fe_co_std": 6.01, "fe_gas_total_mean": 73.52, "fe_gas_total_std": 6.89, "fe_h2_mean": 33.49, "fe_h2_std": 4.62, "fe_liquid_mean": 26.48, "fe_liquid_std": 6.89, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 81.29, "max_partial_current_gas_total_mean": 186.35, "max_partial_current_h2_mean": 110.95, "max_partial_current_liquid_mean": 113.65, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 39.99, "partial_current_co_std": 6.01, "partial_current_gas_total_mean": 73.52, "partial_current_gas_total_std": 6.89, "partial_current_h2_mean": 33.49, "partial_current_h2_std": 4.62, "partial_current_liquid_mean": 26.48, "partial_current_liquid_std": 6.89, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.25-Ga-0.75_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.25-Ga-0.75", "voltage_mean": 3.3033333333333332, "voltage_std": 0.04932882862316244, "xrf composition": "Ag-0.327-Ga-0.673"}, {"Ag": 0.327, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.673, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 844.99, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 41.84, "fe_co_std": 7.91, "fe_gas_total_mean": 75.04, "fe_gas_total_std": 7.92, "fe_h2_mean": 33.16, "fe_h2_std": 1.71, "fe_liquid_mean": 24.96, "fe_liquid_std": 7.92, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 81.29, "max_partial_current_gas_total_mean": 186.35, "max_partial_current_h2_mean": 110.95, "max_partial_current_liquid_mean": 113.65, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 62.76, "partial_current_co_std": 11.86, "partial_current_gas_total_mean": 112.56, "partial_current_gas_total_std": 11.87, "partial_current_h2_mean": 49.74, "partial_current_h2_std": 2.56, "partial_current_liquid_mean": 37.44, "partial_current_liquid_std": 11.87, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.25-Ga-0.75_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.25-Ga-0.75", "voltage_mean": 3.473333333333333, "voltage_std": 0.04932882862316214, "xrf composition": "Ag-0.327-Ga-0.673"}, {"Ag": 0.327, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.673, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 844.99, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0.01, "fe_co_mean": 40.64, "fe_co_std": 10.44, "fe_gas_total_mean": 68.32, "fe_gas_total_std": 11.32, "fe_h2_mean": 27.64, "fe_h2_std": 5.23, "fe_liquid_mean": 31.68, "fe_liquid_std": 11.32, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 81.29, "max_partial_current_gas_total_mean": 186.35, "max_partial_current_h2_mean": 110.95, "max_partial_current_liquid_mean": 113.65, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 81.29, "partial_current_co_std": 20.88, "partial_current_gas_total_mean": 136.64, "partial_current_gas_total_std": 22.63, "partial_current_h2_mean": 55.28, "partial_current_h2_std": 10.46, "partial_current_liquid_mean": 63.36, "partial_current_liquid_std": 22.63, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.25-Ga-0.75_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.25-Ga-0.75", "voltage_mean": 3.61, "voltage_std": 0.052915026221291774, "xrf composition": "Ag-0.327-Ga-0.673"}, {"Ag": 0.327, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.673, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 844.99, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.02, "fe_co_mean": 25.06, "fe_co_std": 9.36, "fe_gas_total_mean": 62.12, "fe_gas_total_std": 14.88, "fe_h2_mean": 36.98, "fe_h2_std": 11.25, "fe_liquid_mean": 37.88, "fe_liquid_std": 14.88, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.19, "max_partial_current_co_mean": 81.29, "max_partial_current_gas_total_mean": 186.35, "max_partial_current_h2_mean": 110.95, "max_partial_current_liquid_mean": 113.65, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.19, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 75.18, "partial_current_co_std": 28.09, "partial_current_gas_total_mean": 186.35, "partial_current_gas_total_std": 44.63, "partial_current_h2_mean": 110.95, "partial_current_h2_std": 33.76, "partial_current_liquid_mean": 113.65, "partial_current_liquid_std": 44.63, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.25-Ga-0.75_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.25-Ga-0.75", "voltage_mean": 3.8000000000000003, "voltage_std": 0.043588989435406525, "xrf composition": "Ag-0.327-Ga-0.673"}, {"Ag": 0.362, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.638, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 893.68, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp23_241025_Ag-0.3-Ga-0.7_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.3-Ga-0.7", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Ag-0.362-Ga-0.638"}, {"Ag": 0.362, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.638, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 893.68, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 26.43, "fe_co_std": 0, "fe_gas_total_mean": 61.59, "fe_gas_total_std": 0, "fe_h2_mean": 35.09, "fe_h2_std": 0, "fe_liquid_mean": 38.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 88.98, "max_partial_current_gas_total_mean": 197.19, "max_partial_current_h2_mean": 137.01, "max_partial_current_liquid_mean": 102.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 30.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 17.55, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.3-Ga-0.7_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.3-Ga-0.7", "voltage_mean": 2.96, "voltage_std": 0, "xrf composition": "Ag-0.362-Ga-0.638"}, {"Ag": 0.362, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.638, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 893.68, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 35.84, "fe_co_std": 0, "fe_gas_total_mean": 72.22, "fe_gas_total_std": 0, "fe_h2_mean": 36.33, "fe_h2_std": 0, "fe_liquid_mean": 27.78, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 88.98, "max_partial_current_gas_total_mean": 197.19, "max_partial_current_h2_mean": 137.01, "max_partial_current_liquid_mean": 102.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 35.84, "partial_current_co_std": 0, "partial_current_gas_total_mean": 72.22, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 36.33, "partial_current_h2_std": 0, "partial_current_liquid_mean": 27.78, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.3-Ga-0.7_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.3-Ga-0.7", "voltage_mean": 3.31, "voltage_std": 0, "xrf composition": "Ag-0.362-Ga-0.638"}, {"Ag": 0.362, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.638, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 893.68, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 39.32, "fe_co_std": 0, "fe_gas_total_mean": 70.59, "fe_gas_total_std": 0, "fe_h2_mean": 31.22, "fe_h2_std": 0, "fe_liquid_mean": 29.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 88.98, "max_partial_current_gas_total_mean": 197.19, "max_partial_current_h2_mean": 137.01, "max_partial_current_liquid_mean": 102.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 58.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 105.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 46.83, "partial_current_h2_std": 0, "partial_current_liquid_mean": 44.12, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.3-Ga-0.7_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.3-Ga-0.7", "voltage_mean": 3.5, "voltage_std": 0, "xrf composition": "Ag-0.362-Ga-0.638"}, {"Ag": 0.362, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.638, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 893.68, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 44.49, "fe_co_std": 0, "fe_gas_total_mean": 79.07, "fe_gas_total_std": 0, "fe_h2_mean": 34.52, "fe_h2_std": 0, "fe_liquid_mean": 20.93, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 88.98, "max_partial_current_gas_total_mean": 197.19, "max_partial_current_h2_mean": 137.01, "max_partial_current_liquid_mean": 102.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 88.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 158.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 69.04, "partial_current_h2_std": 0, "partial_current_liquid_mean": 41.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.3-Ga-0.7_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.3-Ga-0.7", "voltage_mean": 3.67, "voltage_std": 0, "xrf composition": "Ag-0.362-Ga-0.638"}, {"Ag": 0.362, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.638, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 893.68, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 19.96, "fe_co_std": 0, "fe_gas_total_mean": 65.73, "fe_gas_total_std": 0, "fe_h2_mean": 45.67, "fe_h2_std": 0, "fe_liquid_mean": 34.27, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 88.98, "max_partial_current_gas_total_mean": 197.19, "max_partial_current_h2_mean": 137.01, "max_partial_current_liquid_mean": 102.81, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.27, "partial_current_ch4_std": 0, "partial_current_co_mean": 59.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 197.19, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 137.01, "partial_current_h2_std": 0, "partial_current_liquid_mean": 102.81, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.3-Ga-0.7_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.3-Ga-0.7", "voltage_mean": 3.88, "voltage_std": 0, "xrf composition": "Ag-0.362-Ga-0.638"}, {"Ag": 0.766, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.234, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1360.58, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp23_241025_Ag-0.667-Ga-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Ga-0.333", "voltage_mean": 3, "voltage_std": 0, "xrf composition": "Ag-0.766-Ga-0.234"}, {"Ag": 0.766, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.234, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1360.58, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 40.06, "fe_co_std": 0, "fe_gas_total_mean": 86.9, "fe_gas_total_std": 0, "fe_h2_mean": 46.79, "fe_h2_std": 0, "fe_liquid_mean": 13.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 109.53, "max_partial_current_gas_total_mean": 195.33, "max_partial_current_h2_mean": 85.53, "max_partial_current_liquid_mean": 104.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.03, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.45, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 23.4, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.55, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.667-Ga-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Ga-0.333", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Ag-0.766-Ga-0.234"}, {"Ag": 0.766, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.234, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1360.58, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 46.51, "fe_co_std": 0, "fe_gas_total_mean": 80, "fe_gas_total_std": 0, "fe_h2_mean": 33.46, "fe_h2_std": 0, "fe_liquid_mean": 20, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 109.53, "max_partial_current_gas_total_mean": 195.33, "max_partial_current_h2_mean": 85.53, "max_partial_current_liquid_mean": 104.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 46.51, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 33.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.667-Ga-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Ga-0.333", "voltage_mean": 3.31, "voltage_std": 0, "xrf composition": "Ag-0.766-Ga-0.234"}, {"Ag": 0.766, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.234, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1360.58, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 51.99, "fe_co_std": 0, "fe_gas_total_mean": 85.38, "fe_gas_total_std": 0, "fe_h2_mean": 33.35, "fe_h2_std": 0, "fe_liquid_mean": 14.62, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 109.53, "max_partial_current_gas_total_mean": 195.33, "max_partial_current_h2_mean": 85.53, "max_partial_current_liquid_mean": 104.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 77.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 128.07, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 50.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.93, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.667-Ga-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Ga-0.333", "voltage_mean": 3.48, "voltage_std": 0, "xrf composition": "Ag-0.766-Ga-0.234"}, {"Ag": 0.766, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.234, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1360.58, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 52.5, "fe_co_std": 0, "fe_gas_total_mean": 74.4, "fe_gas_total_std": 0, "fe_h2_mean": 21.86, "fe_h2_std": 0, "fe_liquid_mean": 25.6, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 109.53, "max_partial_current_gas_total_mean": 195.33, "max_partial_current_h2_mean": 85.53, "max_partial_current_liquid_mean": 104.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 105, "partial_current_co_std": 0, "partial_current_gas_total_mean": 148.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 51.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.667-Ga-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Ga-0.333", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Ag-0.766-Ga-0.234"}, {"Ag": 0.766, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.234, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1360.58, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 36.51, "fe_co_std": 0, "fe_gas_total_mean": 65.11, "fe_gas_total_std": 0, "fe_h2_mean": 28.51, "fe_h2_std": 0, "fe_liquid_mean": 34.89, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 109.53, "max_partial_current_gas_total_mean": 195.33, "max_partial_current_h2_mean": 85.53, "max_partial_current_liquid_mean": 104.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.21, "partial_current_ch4_std": 0, "partial_current_co_mean": 109.53, "partial_current_co_std": 0, "partial_current_gas_total_mean": 195.33, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 85.53, "partial_current_h2_std": 0, "partial_current_liquid_mean": 104.67, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.667-Ga-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.667-Ga-0.333", "voltage_mean": 3.93, "voltage_std": 0, "xrf composition": "Ag-0.766-Ga-0.234"}, {"Ag": 0.943, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.057, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1522.25, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp23_241025_Ag-0.667-Ga-0.333_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.667-Ga-0.333", "voltage_mean": 3.0766666666666667, "voltage_std": 0.011547005383792686, "xrf composition": "Ag-0.943-Ga-0.057"}, {"Ag": 0.943, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.057, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1522.25, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.09, "fe_ch4_std": 0.04, "fe_co_mean": 38.88, "fe_co_std": 5.07, "fe_gas_total_mean": 76.1, "fe_gas_total_std": 20.84, "fe_h2_mean": 37.11, "fe_h2_std": 22.61, "fe_liquid_mean": 23.9, "fe_liquid_std": 20.84, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.25, "max_partial_current_co_mean": 76.14, "max_partial_current_gas_total_mean": 219.38, "max_partial_current_h2_mean": 161.35, "max_partial_current_liquid_mean": 80.62, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 19.44, "partial_current_co_std": 2.54, "partial_current_gas_total_mean": 38.05, "partial_current_gas_total_std": 10.42, "partial_current_h2_mean": 18.55, "partial_current_h2_std": 11.31, "partial_current_liquid_mean": 11.95, "partial_current_liquid_std": 10.42, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.667-Ga-0.333_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.667-Ga-0.333", "voltage_mean": 3.0500000000000003, "voltage_std": 0.0458257569495586, "xrf composition": "Ag-0.943-Ga-0.057"}, {"Ag": 0.943, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.057, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1522.25, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.04, "fe_co_mean": 44.19, "fe_co_std": 4.34, "fe_gas_total_mean": 81.01, "fe_gas_total_std": 13.59, "fe_h2_mean": 36.72, "fe_h2_std": 17.53, "fe_liquid_mean": 18.99, "fe_liquid_std": 13.59, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.25, "max_partial_current_co_mean": 76.14, "max_partial_current_gas_total_mean": 219.38, "max_partial_current_h2_mean": 161.35, "max_partial_current_liquid_mean": 80.62, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 44.19, "partial_current_co_std": 4.34, "partial_current_gas_total_mean": 81.01, "partial_current_gas_total_std": 13.59, "partial_current_h2_mean": 36.72, "partial_current_h2_std": 17.53, "partial_current_liquid_mean": 18.99, "partial_current_liquid_std": 13.59, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.667-Ga-0.333_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.667-Ga-0.333", "voltage_mean": 3.3233333333333337, "voltage_std": 0.03055050463303901, "xrf composition": "Ag-0.943-Ga-0.057"}, {"Ag": 0.943, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.057, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1522.25, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.04, "fe_co_mean": 47.53, "fe_co_std": 8.56, "fe_gas_total_mean": 78.69, "fe_gas_total_std": 4.64, "fe_h2_mean": 31.08, "fe_h2_std": 10.3, "fe_liquid_mean": 21.31, "fe_liquid_std": 4.64, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.25, "max_partial_current_co_mean": 76.14, "max_partial_current_gas_total_mean": 219.38, "max_partial_current_h2_mean": 161.35, "max_partial_current_liquid_mean": 80.62, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 71.3, "partial_current_co_std": 12.84, "partial_current_gas_total_mean": 118.04, "partial_current_gas_total_std": 6.97, "partial_current_h2_mean": 46.62, "partial_current_h2_std": 15.45, "partial_current_liquid_mean": 31.97, "partial_current_liquid_std": 6.97, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.667-Ga-0.333_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.667-Ga-0.333", "voltage_mean": 3.51, "voltage_std": 0.009999999999999898, "xrf composition": "Ag-0.943-Ga-0.057"}, {"Ag": 0.943, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.057, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1522.25, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.07, "fe_ch4_std": 0.05, "fe_co_mean": 38.07, "fe_co_std": 18.8, "fe_gas_total_mean": 73.72, "fe_gas_total_std": 10.02, "fe_h2_mean": 35.57, "fe_h2_std": 27.82, "fe_liquid_mean": 26.28, "fe_liquid_std": 10.02, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.25, "max_partial_current_co_mean": 76.14, "max_partial_current_gas_total_mean": 219.38, "max_partial_current_h2_mean": 161.35, "max_partial_current_liquid_mean": 80.62, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.13, "partial_current_ch4_std": 0.09, "partial_current_co_mean": 76.14, "partial_current_co_std": 37.61, "partial_current_gas_total_mean": 147.44, "partial_current_gas_total_std": 20.04, "partial_current_h2_mean": 71.14, "partial_current_h2_std": 55.64, "partial_current_liquid_mean": 52.56, "partial_current_liquid_std": 20.04, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.667-Ga-0.333_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.667-Ga-0.333", "voltage_mean": 3.6533333333333338, "voltage_std": 0.020816659994661382, "xrf composition": "Ag-0.943-Ga-0.057"}, {"Ag": 0.943, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.057, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1522.25, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.08, "fe_ch4_std": 0.02, "fe_co_mean": 19.25, "fe_co_std": 12.25, "fe_gas_total_mean": 73.13, "fe_gas_total_std": 12.26, "fe_h2_mean": 53.78, "fe_h2_std": 5.18, "fe_liquid_mean": 26.87, "fe_liquid_std": 12.26, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.25, "max_partial_current_co_mean": 76.14, "max_partial_current_gas_total_mean": 219.38, "max_partial_current_h2_mean": 161.35, "max_partial_current_liquid_mean": 80.62, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.25, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 57.75, "partial_current_co_std": 36.75, "partial_current_gas_total_mean": 219.38, "partial_current_gas_total_std": 36.79, "partial_current_h2_mean": 161.35, "partial_current_h2_std": 15.55, "partial_current_liquid_mean": 80.62, "partial_current_liquid_std": 36.79, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.667-Ga-0.333_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.667-Ga-0.333", "voltage_mean": 3.84, "voltage_std": 0.09539392014169469, "xrf composition": "Ag-0.943-Ga-0.057"}, {"Ag": 0.801, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.199, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1394.28, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp23_241025_Ag-0.7-Ga-0.3_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.7-Ga-0.3", "voltage_mean": 3.026666666666667, "voltage_std": 0.03511884584284259, "xrf composition": "Ag-0.801-Ga-0.199"}, {"Ag": 0.801, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.199, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1394.28, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 43.71, "fe_co_std": 2.26, "fe_gas_total_mean": 73.43, "fe_gas_total_std": 1.11, "fe_h2_mean": 29.66, "fe_h2_std": 1.67, "fe_liquid_mean": 26.57, "fe_liquid_std": 1.11, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 109.53, "max_partial_current_gas_total_mean": 179, "max_partial_current_h2_mean": 121.14, "max_partial_current_liquid_mean": 121, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.86, "partial_current_co_std": 1.13, "partial_current_gas_total_mean": 36.71, "partial_current_gas_total_std": 0.55, "partial_current_h2_mean": 14.83, "partial_current_h2_std": 0.84, "partial_current_liquid_mean": 13.29, "partial_current_liquid_std": 0.55, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.7-Ga-0.3_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.7-Ga-0.3", "voltage_mean": 2.9966666666666666, "voltage_std": 0.05033222956847153, "xrf composition": "Ag-0.801-Ga-0.199"}, {"Ag": 0.801, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.199, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1394.28, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 53.88, "fe_co_std": 0.39, "fe_gas_total_mean": 78.06, "fe_gas_total_std": 3.59, "fe_h2_mean": 24.14, "fe_h2_std": 3.57, "fe_liquid_mean": 21.94, "fe_liquid_std": 3.59, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 109.53, "max_partial_current_gas_total_mean": 179, "max_partial_current_h2_mean": 121.14, "max_partial_current_liquid_mean": 121, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 53.88, "partial_current_co_std": 0.39, "partial_current_gas_total_mean": 78.06, "partial_current_gas_total_std": 3.59, "partial_current_h2_mean": 24.14, "partial_current_h2_std": 3.57, "partial_current_liquid_mean": 21.94, "partial_current_liquid_std": 3.59, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.7-Ga-0.3_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.7-Ga-0.3", "voltage_mean": 3.2566666666666664, "voltage_std": 0.05033222956847165, "xrf composition": "Ag-0.801-Ga-0.199"}, {"Ag": 0.801, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.199, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1394.28, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 59.23, "fe_co_std": 1.78, "fe_gas_total_mean": 79.81, "fe_gas_total_std": 6.74, "fe_h2_mean": 20.56, "fe_h2_std": 5.1, "fe_liquid_mean": 20.19, "fe_liquid_std": 6.74, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 109.53, "max_partial_current_gas_total_mean": 179, "max_partial_current_h2_mean": 121.14, "max_partial_current_liquid_mean": 121, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 88.84, "partial_current_co_std": 2.67, "partial_current_gas_total_mean": 119.72, "partial_current_gas_total_std": 10.11, "partial_current_h2_mean": 30.84, "partial_current_h2_std": 7.66, "partial_current_liquid_mean": 30.28, "partial_current_liquid_std": 10.11, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.7-Ga-0.3_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.7-Ga-0.3", "voltage_mean": 3.426666666666667, "voltage_std": 0.04041451884327376, "xrf composition": "Ag-0.801-Ga-0.199"}, {"Ag": 0.801, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.199, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1394.28, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0.01, "fe_co_mean": 54.76, "fe_co_std": 5.48, "fe_gas_total_mean": 78.93, "fe_gas_total_std": 2.27, "fe_h2_mean": 24.13, "fe_h2_std": 3.38, "fe_liquid_mean": 21.07, "fe_liquid_std": 2.27, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 109.53, "max_partial_current_gas_total_mean": 179, "max_partial_current_h2_mean": 121.14, "max_partial_current_liquid_mean": 121, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 109.53, "partial_current_co_std": 10.96, "partial_current_gas_total_mean": 157.87, "partial_current_gas_total_std": 4.55, "partial_current_h2_mean": 48.27, "partial_current_h2_std": 6.77, "partial_current_liquid_mean": 42.13, "partial_current_liquid_std": 4.55, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.7-Ga-0.3_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.7-Ga-0.3", "voltage_mean": 3.5966666666666662, "voltage_std": 0.005773502691896519, "xrf composition": "Ag-0.801-Ga-0.199"}, {"Ag": 0.801, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.199, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1394.28, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.01, "fe_co_mean": 19.22, "fe_co_std": 7.26, "fe_gas_total_mean": 59.67, "fe_gas_total_std": 9.39, "fe_h2_mean": 40.38, "fe_h2_std": 13.41, "fe_liquid_mean": 40.33, "fe_liquid_std": 9.39, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.17, "max_partial_current_co_mean": 109.53, "max_partial_current_gas_total_mean": 179, "max_partial_current_h2_mean": 121.14, "max_partial_current_liquid_mean": 121, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.17, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 57.65, "partial_current_co_std": 21.77, "partial_current_gas_total_mean": 179, "partial_current_gas_total_std": 28.18, "partial_current_h2_mean": 121.14, "partial_current_h2_std": 40.22, "partial_current_liquid_mean": 121, "partial_current_liquid_std": 28.18, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.7-Ga-0.3_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Ag-0.7-Ga-0.3", "voltage_mean": 3.8466666666666662, "voltage_std": 0.04041451884327397, "xrf composition": "Ag-0.801-Ga-0.199"}, {"Ag": 0.83, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.17, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1421.52, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp23_241025_Ag-0.75-Ga-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Ga-0.25", "voltage_mean": 3.05, "voltage_std": 0, "xrf composition": "Ag-0.83-Ga-0.17"}, {"Ag": 0.83, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.17, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1421.52, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 33.86, "fe_co_std": 0, "fe_gas_total_mean": 71.89, "fe_gas_total_std": 0, "fe_h2_mean": 37.95, "fe_h2_std": 0, "fe_liquid_mean": 28.11, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 98.58, "max_partial_current_gas_total_mean": 200.34, "max_partial_current_h2_mean": 120.36, "max_partial_current_liquid_mean": 99.66, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.93, "partial_current_co_std": 0, "partial_current_gas_total_mean": 35.94, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 18.98, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.06, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.75-Ga-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Ga-0.25", "voltage_mean": 3.01, "voltage_std": 0, "xrf composition": "Ag-0.83-Ga-0.17"}, {"Ag": 0.83, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.17, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1421.52, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 37.8, "fe_co_std": 0, "fe_gas_total_mean": 70.06, "fe_gas_total_std": 0, "fe_h2_mean": 32.21, "fe_h2_std": 0, "fe_liquid_mean": 29.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 98.58, "max_partial_current_gas_total_mean": 200.34, "max_partial_current_h2_mean": 120.36, "max_partial_current_liquid_mean": 99.66, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0, "partial_current_co_mean": 37.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 70.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 32.21, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.75-Ga-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Ga-0.25", "voltage_mean": 3.29, "voltage_std": 0, "xrf composition": "Ag-0.83-Ga-0.17"}, {"Ag": 0.83, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.17, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1421.52, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 45.41, "fe_co_std": 0, "fe_gas_total_mean": 83.92, "fe_gas_total_std": 0, "fe_h2_mean": 38.47, "fe_h2_std": 0, "fe_liquid_mean": 16.08, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 98.58, "max_partial_current_gas_total_mean": 200.34, "max_partial_current_h2_mean": 120.36, "max_partial_current_liquid_mean": 99.66, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 68.11, "partial_current_co_std": 0, "partial_current_gas_total_mean": 125.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 57.7, "partial_current_h2_std": 0, "partial_current_liquid_mean": 24.12, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.75-Ga-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Ga-0.25", "voltage_mean": 3.46, "voltage_std": 0, "xrf composition": "Ag-0.83-Ga-0.17"}, {"Ag": 0.83, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.17, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1421.52, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 49.29, "fe_co_std": 0, "fe_gas_total_mean": 83.23, "fe_gas_total_std": 0, "fe_h2_mean": 33.9, "fe_h2_std": 0, "fe_liquid_mean": 16.77, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 98.58, "max_partial_current_gas_total_mean": 200.34, "max_partial_current_h2_mean": 120.36, "max_partial_current_liquid_mean": 99.66, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 98.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 166.46, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 67.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 33.54, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.75-Ga-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Ga-0.25", "voltage_mean": 3.6, "voltage_std": 0, "xrf composition": "Ag-0.83-Ga-0.17"}, {"Ag": 0.83, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.17, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1421.52, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 26.56, "fe_co_std": 0, "fe_gas_total_mean": 66.78, "fe_gas_total_std": 0, "fe_h2_mean": 40.12, "fe_h2_std": 0, "fe_liquid_mean": 33.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.27, "max_partial_current_co_mean": 98.58, "max_partial_current_gas_total_mean": 200.34, "max_partial_current_h2_mean": 120.36, "max_partial_current_liquid_mean": 99.66, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.27, "partial_current_ch4_std": 0, "partial_current_co_mean": 79.68, "partial_current_co_std": 0, "partial_current_gas_total_mean": 200.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 120.36, "partial_current_h2_std": 0, "partial_current_liquid_mean": 99.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.75-Ga-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Ga-0.25", "voltage_mean": 3.88, "voltage_std": 0, "xrf composition": "Ag-0.83-Ga-0.17"}, {"Ag": 0.855, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.145, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1444.54, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp23_241025_Ag-0.75-Ga-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Ga-0.25", "voltage_mean": 3.03, "voltage_std": 0, "xrf composition": "Ag-0.855-Ga-0.145"}, {"Ag": 0.855, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.145, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1444.54, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 38.74, "fe_co_std": 0, "fe_gas_total_mean": 96.93, "fe_gas_total_std": 0, "fe_h2_mean": 58.13, "fe_h2_std": 0, "fe_liquid_mean": 3.07, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 158.79, "max_partial_current_gas_total_mean": 264.81, "max_partial_current_h2_mean": 105.75, "max_partial_current_liquid_mean": 35.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.37, "partial_current_co_std": 0, "partial_current_gas_total_mean": 48.46, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29.06, "partial_current_h2_std": 0, "partial_current_liquid_mean": 1.54, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.75-Ga-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Ga-0.25", "voltage_mean": 3, "voltage_std": 0, "xrf composition": "Ag-0.855-Ga-0.145"}, {"Ag": 0.855, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.145, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1444.54, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 45.44, "fe_co_std": 0, "fe_gas_total_mean": 94.47, "fe_gas_total_std": 0, "fe_h2_mean": 48.97, "fe_h2_std": 0, "fe_liquid_mean": 5.53, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 158.79, "max_partial_current_gas_total_mean": 264.81, "max_partial_current_h2_mean": 105.75, "max_partial_current_liquid_mean": 35.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0, "partial_current_co_mean": 45.44, "partial_current_co_std": 0, "partial_current_gas_total_mean": 94.47, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 48.97, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.53, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.75-Ga-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Ga-0.25", "voltage_mean": 3.25, "voltage_std": 0, "xrf composition": "Ag-0.855-Ga-0.145"}, {"Ag": 0.855, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.145, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1444.54, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 53.14, "fe_co_std": 0, "fe_gas_total_mean": 100.16, "fe_gas_total_std": 0, "fe_h2_mean": 46.96, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 158.79, "max_partial_current_gas_total_mean": 264.81, "max_partial_current_h2_mean": 105.75, "max_partial_current_liquid_mean": 35.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 79.71, "partial_current_co_std": 0, "partial_current_gas_total_mean": 150.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 70.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.75-Ga-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Ga-0.25", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Ag-0.855-Ga-0.145"}, {"Ag": 0.855, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.145, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1444.54, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 57.07, "fe_co_std": 0, "fe_gas_total_mean": 97.72, "fe_gas_total_std": 0, "fe_h2_mean": 40.59, "fe_h2_std": 0, "fe_liquid_mean": 2.28, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 158.79, "max_partial_current_gas_total_mean": 264.81, "max_partial_current_h2_mean": 105.75, "max_partial_current_liquid_mean": 35.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 114.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 195.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 81.18, "partial_current_h2_std": 0, "partial_current_liquid_mean": 4.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.75-Ga-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Ga-0.25", "voltage_mean": 3.53, "voltage_std": 0, "xrf composition": "Ag-0.855-Ga-0.145"}, {"Ag": 0.855, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.145, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1444.54, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 52.93, "fe_co_std": 0, "fe_gas_total_mean": 88.27, "fe_gas_total_std": 0, "fe_h2_mean": 35.25, "fe_h2_std": 0, "fe_liquid_mean": 11.73, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 158.79, "max_partial_current_gas_total_mean": 264.81, "max_partial_current_h2_mean": 105.75, "max_partial_current_liquid_mean": 35.19, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.21, "partial_current_ch4_std": 0, "partial_current_co_mean": 158.79, "partial_current_co_std": 0, "partial_current_gas_total_mean": 264.81, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 105.75, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.19, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.75-Ga-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.75-Ga-0.25", "voltage_mean": 3.76, "voltage_std": 0, "xrf composition": "Ag-0.855-Ga-0.145"}, {"Ag": 0.817, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.183, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1409.38, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp23_241025_Ag-0.875-Ga-0.125_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.875-Ga-0.125", "voltage_mean": 3.07, "voltage_std": 0, "xrf composition": "Ag-0.817-Ga-0.183"}, {"Ag": 0.817, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.183, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1409.38, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0, "fe_co_mean": 45.29, "fe_co_std": 0, "fe_gas_total_mean": 77.67, "fe_gas_total_std": 0, "fe_h2_mean": 32.23, "fe_h2_std": 0, "fe_liquid_mean": 22.33, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 74.47, "max_partial_current_gas_total_mean": 216.51, "max_partial_current_h2_mean": 166.35, "max_partial_current_liquid_mean": 83.49, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.64, "partial_current_co_std": 0, "partial_current_gas_total_mean": 38.84, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 16.11, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.16, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.875-Ga-0.125_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.875-Ga-0.125", "voltage_mean": 3.08, "voltage_std": 0, "xrf composition": "Ag-0.817-Ga-0.183"}, {"Ag": 0.817, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.183, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1409.38, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 45.22, "fe_co_std": 0, "fe_gas_total_mean": 72.74, "fe_gas_total_std": 0, "fe_h2_mean": 27.39, "fe_h2_std": 0, "fe_liquid_mean": 27.26, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 74.47, "max_partial_current_gas_total_mean": 216.51, "max_partial_current_h2_mean": 166.35, "max_partial_current_liquid_mean": 83.49, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 45.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 72.74, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 27.39, "partial_current_h2_std": 0, "partial_current_liquid_mean": 27.26, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.875-Ga-0.125_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.875-Ga-0.125", "voltage_mean": 3.36, "voltage_std": 0, "xrf composition": "Ag-0.817-Ga-0.183"}, {"Ag": 0.817, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.183, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1409.38, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 49.65, "fe_co_std": 0, "fe_gas_total_mean": 77.2, "fe_gas_total_std": 0, "fe_h2_mean": 27.46, "fe_h2_std": 0, "fe_liquid_mean": 22.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 74.47, "max_partial_current_gas_total_mean": 216.51, "max_partial_current_h2_mean": 166.35, "max_partial_current_liquid_mean": 83.49, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0, "partial_current_co_mean": 74.47, "partial_current_co_std": 0, "partial_current_gas_total_mean": 115.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 41.19, "partial_current_h2_std": 0, "partial_current_liquid_mean": 34.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.875-Ga-0.125_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.875-Ga-0.125", "voltage_mean": 3.55, "voltage_std": 0, "xrf composition": "Ag-0.817-Ga-0.183"}, {"Ag": 0.817, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.183, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1409.38, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 21.45, "fe_co_std": 0, "fe_gas_total_mean": 63.59, "fe_gas_total_std": 0, "fe_h2_mean": 42.04, "fe_h2_std": 0, "fe_liquid_mean": 36.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 74.47, "max_partial_current_gas_total_mean": 216.51, "max_partial_current_h2_mean": 166.35, "max_partial_current_liquid_mean": 83.49, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0, "partial_current_co_mean": 42.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 127.18, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 84.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 72.82, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.875-Ga-0.125_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.875-Ga-0.125", "voltage_mean": 3.7, "voltage_std": 0, "xrf composition": "Ag-0.817-Ga-0.183"}, {"Ag": 0.817, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0.183, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241025, "batch number": 23, "cost_per_gram": 1409.38, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 16.62, "fe_co_std": 0, "fe_gas_total_mean": 72.17, "fe_gas_total_std": 0, "fe_h2_mean": 55.45, "fe_h2_std": 0, "fe_liquid_mean": 27.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.24, "max_partial_current_co_mean": 74.47, "max_partial_current_gas_total_mean": 216.51, "max_partial_current_h2_mean": 166.35, "max_partial_current_liquid_mean": 83.49, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.24, "partial_current_ch4_std": 0, "partial_current_co_mean": 49.86, "partial_current_co_std": 0, "partial_current_gas_total_mean": 216.51, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 166.35, "partial_current_h2_std": 0, "partial_current_liquid_mean": 83.49, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp23_241025_Ag-0.875-Ga-0.125_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.875-Ga-0.125", "voltage_mean": 3.82, "voltage_std": 0, "xrf composition": "Ag-0.817-Ga-0.183"}, {"Ag": 0, "Au": 0.148, "Cd": 0, "Cu": 0, "Ga": 0.852, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 42728.74, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp26_241004_Au-0.333-Ga-0.667_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.333-Ga-0.667", "voltage_mean": 3.0233333333333334, "voltage_std": 0.03214550253664341, "xrf composition": "Au-0.148-Ga-0.852"}, {"Ag": 0, "Au": 0.148, "Cd": 0, "Cu": 0, "Ga": 0.852, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 42728.74, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 5.67, "fe_co_std": 1.27, "fe_gas_total_mean": 79, "fe_gas_total_std": 1.69, "fe_h2_mean": 73.31, "fe_h2_std": 1.21, "fe_liquid_mean": 21, "fe_liquid_std": 1.69, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.61, "max_partial_current_gas_total_mean": 235.69, "max_partial_current_h2_mean": 222.14, "max_partial_current_liquid_mean": 64.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 2.83, "partial_current_co_std": 0.64, "partial_current_gas_total_mean": 39.5, "partial_current_gas_total_std": 0.85, "partial_current_h2_mean": 36.66, "partial_current_h2_std": 0.61, "partial_current_liquid_mean": 10.5, "partial_current_liquid_std": 0.85, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.333-Ga-0.667_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.333-Ga-0.667", "voltage_mean": 3.033333333333333, "voltage_std": 0.04163331998932252, "xrf composition": "Au-0.148-Ga-0.852"}, {"Ag": 0, "Au": 0.148, "Cd": 0, "Cu": 0, "Ga": 0.852, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 42728.74, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 8.63, "fe_co_std": 0.87, "fe_gas_total_mean": 79.47, "fe_gas_total_std": 0.52, "fe_h2_mean": 70.83, "fe_h2_std": 0.8, "fe_liquid_mean": 20.53, "fe_liquid_std": 0.52, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.61, "max_partial_current_gas_total_mean": 235.69, "max_partial_current_h2_mean": 222.14, "max_partial_current_liquid_mean": 64.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 8.63, "partial_current_co_std": 0.87, "partial_current_gas_total_mean": 79.47, "partial_current_gas_total_std": 0.52, "partial_current_h2_mean": 70.83, "partial_current_h2_std": 0.8, "partial_current_liquid_mean": 20.53, "partial_current_liquid_std": 0.52, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.333-Ga-0.667_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.333-Ga-0.667", "voltage_mean": 3.293333333333333, "voltage_std": 0.04163331998932252, "xrf composition": "Au-0.148-Ga-0.852"}, {"Ag": 0, "Au": 0.148, "Cd": 0, "Cu": 0, "Ga": 0.852, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 42728.74, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 8.52, "fe_co_std": 0.98, "fe_gas_total_mean": 80.01, "fe_gas_total_std": 0.37, "fe_h2_mean": 71.48, "fe_h2_std": 1.06, "fe_liquid_mean": 19.99, "fe_liquid_std": 0.37, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.61, "max_partial_current_gas_total_mean": 235.69, "max_partial_current_h2_mean": 222.14, "max_partial_current_liquid_mean": 64.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 12.78, "partial_current_co_std": 1.48, "partial_current_gas_total_mean": 120.02, "partial_current_gas_total_std": 0.55, "partial_current_h2_mean": 107.22, "partial_current_h2_std": 1.58, "partial_current_liquid_mean": 29.98, "partial_current_liquid_std": 0.55, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.333-Ga-0.667_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.333-Ga-0.667", "voltage_mean": 3.4766666666666666, "voltage_std": 0.046188021535170036, "xrf composition": "Au-0.148-Ga-0.852"}, {"Ag": 0, "Au": 0.148, "Cd": 0, "Cu": 0, "Ga": 0.852, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 42728.74, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 7.31, "fe_co_std": 1.11, "fe_gas_total_mean": 77.45, "fe_gas_total_std": 4.78, "fe_h2_mean": 70.12, "fe_h2_std": 4.22, "fe_liquid_mean": 22.55, "fe_liquid_std": 4.78, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.61, "max_partial_current_gas_total_mean": 235.69, "max_partial_current_h2_mean": 222.14, "max_partial_current_liquid_mean": 64.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 14.61, "partial_current_co_std": 2.22, "partial_current_gas_total_mean": 154.89, "partial_current_gas_total_std": 9.57, "partial_current_h2_mean": 140.24, "partial_current_h2_std": 8.44, "partial_current_liquid_mean": 45.11, "partial_current_liquid_std": 9.57, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.333-Ga-0.667_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.333-Ga-0.667", "voltage_mean": 3.6266666666666665, "voltage_std": 0.063508529610859, "xrf composition": "Au-0.148-Ga-0.852"}, {"Ag": 0, "Au": 0.148, "Cd": 0, "Cu": 0, "Ga": 0.852, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 42728.74, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.5, "fe_co_std": 1.59, "fe_gas_total_mean": 78.56, "fe_gas_total_std": 0.87, "fe_h2_mean": 74.05, "fe_h2_std": 1.37, "fe_liquid_mean": 21.44, "fe_liquid_std": 0.87, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 14.61, "max_partial_current_gas_total_mean": 235.69, "max_partial_current_h2_mean": 222.14, "max_partial_current_liquid_mean": 64.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.51, "partial_current_co_std": 4.78, "partial_current_gas_total_mean": 235.69, "partial_current_gas_total_std": 2.61, "partial_current_h2_mean": 222.14, "partial_current_h2_std": 4.12, "partial_current_liquid_mean": 64.31, "partial_current_liquid_std": 2.61, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.333-Ga-0.667_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.333-Ga-0.667", "voltage_mean": 3.776666666666667, "voltage_std": 0.055075705472860725, "xrf composition": "Au-0.148-Ga-0.852"}, {"Ag": 0, "Au": 0.561, "Cd": 0, "Cu": 0, "Ga": 0.439, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 101231.6, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 2.92, "voltage_std": 0, "xrf composition": "Au-0.561-Ga-0.439"}, {"Ag": 0, "Au": 0.561, "Cd": 0, "Cu": 0, "Ga": 0.439, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 101231.6, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 22.31, "fe_co_std": 0, "fe_gas_total_mean": 81.07, "fe_gas_total_std": 0, "fe_h2_mean": 58.74, "fe_h2_std": 0, "fe_liquid_mean": 18.93, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.8, "max_partial_current_gas_total_mean": 245.07, "max_partial_current_h2_mean": 238.68, "max_partial_current_liquid_mean": 54.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.16, "partial_current_co_std": 0, "partial_current_gas_total_mean": 40.53, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29.37, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 2.92, "voltage_std": 0, "xrf composition": "Au-0.561-Ga-0.439"}, {"Ag": 0, "Au": 0.561, "Cd": 0, "Cu": 0, "Ga": 0.439, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 101231.6, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 24.08, "fe_co_std": 0, "fe_gas_total_mean": 83.6, "fe_gas_total_std": 0, "fe_h2_mean": 59.5, "fe_h2_std": 0, "fe_liquid_mean": 16.4, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.8, "max_partial_current_gas_total_mean": 245.07, "max_partial_current_h2_mean": 238.68, "max_partial_current_liquid_mean": 54.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 83.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 59.5, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.19, "voltage_std": 0, "xrf composition": "Au-0.561-Ga-0.439"}, {"Ag": 0, "Au": 0.561, "Cd": 0, "Cu": 0, "Ga": 0.439, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 101231.6, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 19.87, "fe_co_std": 0, "fe_gas_total_mean": 84.17, "fe_gas_total_std": 0, "fe_h2_mean": 64.29, "fe_h2_std": 0, "fe_liquid_mean": 15.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.8, "max_partial_current_gas_total_mean": 245.07, "max_partial_current_h2_mean": 238.68, "max_partial_current_liquid_mean": 54.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 126.26, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 96.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.74, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.37, "voltage_std": 0, "xrf composition": "Au-0.561-Ga-0.439"}, {"Ag": 0, "Au": 0.561, "Cd": 0, "Cu": 0, "Ga": 0.439, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 101231.6, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.57, "fe_co_std": 0, "fe_gas_total_mean": 82.01, "fe_gas_total_std": 0, "fe_h2_mean": 69.43, "fe_h2_std": 0, "fe_liquid_mean": 17.99, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.8, "max_partial_current_gas_total_mean": 245.07, "max_partial_current_h2_mean": 238.68, "max_partial_current_liquid_mean": 54.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 164.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 138.86, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.53, "voltage_std": 0, "xrf composition": "Au-0.561-Ga-0.439"}, {"Ag": 0, "Au": 0.561, "Cd": 0, "Cu": 0, "Ga": 0.439, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 101231.6, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 2.12, "fe_co_std": 0, "fe_gas_total_mean": 81.69, "fe_gas_total_std": 0, "fe_h2_mean": 79.56, "fe_h2_std": 0, "fe_liquid_mean": 18.31, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.8, "max_partial_current_gas_total_mean": 245.07, "max_partial_current_h2_mean": 238.68, "max_partial_current_liquid_mean": 54.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.36, "partial_current_co_std": 0, "partial_current_gas_total_mean": 245.07, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 238.68, "partial_current_h2_std": 0, "partial_current_liquid_mean": 54.93, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.74, "voltage_std": 0, "xrf composition": "Au-0.561-Ga-0.439"}, {"Ag": 0, "Au": 0.492, "Cd": 0, "Cu": 0, "Ga": 0.508, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 94690.64, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.03, "voltage_std": 0, "xrf composition": "Au-0.492-Ga-0.508"}, {"Ag": 0, "Au": 0.492, "Cd": 0, "Cu": 0, "Ga": 0.508, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 94690.64, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 20.48, "fe_co_std": 0, "fe_gas_total_mean": 77.76, "fe_gas_total_std": 0, "fe_h2_mean": 57.26, "fe_h2_std": 0, "fe_liquid_mean": 22.24, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 27.58, "max_partial_current_gas_total_mean": 234.06, "max_partial_current_h2_mean": 222.54, "max_partial_current_liquid_mean": 65.94, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.24, "partial_current_co_std": 0, "partial_current_gas_total_mean": 38.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 28.63, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.12, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.01, "voltage_std": 0, "xrf composition": "Au-0.492-Ga-0.508"}, {"Ag": 0, "Au": 0.492, "Cd": 0, "Cu": 0, "Ga": 0.508, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 94690.64, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 22.21, "fe_co_std": 0, "fe_gas_total_mean": 80.56, "fe_gas_total_std": 0, "fe_h2_mean": 58.33, "fe_h2_std": 0, "fe_liquid_mean": 19.44, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 27.58, "max_partial_current_gas_total_mean": 234.06, "max_partial_current_h2_mean": 222.54, "max_partial_current_liquid_mean": 65.94, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.21, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 58.33, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.26, "voltage_std": 0, "xrf composition": "Au-0.492-Ga-0.508"}, {"Ag": 0, "Au": 0.492, "Cd": 0, "Cu": 0, "Ga": 0.508, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 94690.64, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 18.39, "fe_co_std": 0, "fe_gas_total_mean": 80.16, "fe_gas_total_std": 0, "fe_h2_mean": 61.76, "fe_h2_std": 0, "fe_liquid_mean": 19.84, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 27.58, "max_partial_current_gas_total_mean": 234.06, "max_partial_current_h2_mean": 222.54, "max_partial_current_liquid_mean": 65.94, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 120.24, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 92.64, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.76, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Au-0.492-Ga-0.508"}, {"Ag": 0, "Au": 0.492, "Cd": 0, "Cu": 0, "Ga": 0.508, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 94690.64, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.21, "fe_co_std": 0, "fe_gas_total_mean": 79.15, "fe_gas_total_std": 0, "fe_h2_mean": 69.92, "fe_h2_std": 0, "fe_liquid_mean": 20.85, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 27.58, "max_partial_current_gas_total_mean": 234.06, "max_partial_current_h2_mean": 222.54, "max_partial_current_liquid_mean": 65.94, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 158.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 139.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 41.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.58, "voltage_std": 0, "xrf composition": "Au-0.492-Ga-0.508"}, {"Ag": 0, "Au": 0.492, "Cd": 0, "Cu": 0, "Ga": 0.508, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 94690.64, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.83, "fe_co_std": 0, "fe_gas_total_mean": 78.02, "fe_gas_total_std": 0, "fe_h2_mean": 74.18, "fe_h2_std": 0, "fe_liquid_mean": 21.98, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 27.58, "max_partial_current_gas_total_mean": 234.06, "max_partial_current_h2_mean": 222.54, "max_partial_current_liquid_mean": 65.94, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.49, "partial_current_co_std": 0, "partial_current_gas_total_mean": 234.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 222.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 65.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.73, "voltage_std": 0, "xrf composition": "Au-0.492-Ga-0.508"}, {"Ag": 0, "Au": 0.53, "Cd": 0, "Cu": 0, "Ga": 0.47, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 98396.5, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.01, "voltage_std": 0, "xrf composition": "Au-0.53-Ga-0.47"}, {"Ag": 0, "Au": 0.53, "Cd": 0, "Cu": 0, "Ga": 0.47, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 98396.5, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 22.34, "fe_co_std": 0, "fe_gas_total_mean": 80.23, "fe_gas_total_std": 0, "fe_h2_mean": 57.88, "fe_h2_std": 0, "fe_liquid_mean": 19.77, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.64, "max_partial_current_gas_total_mean": 236.01, "max_partial_current_h2_mean": 217.29, "max_partial_current_liquid_mean": 63.99, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.17, "partial_current_co_std": 0, "partial_current_gas_total_mean": 40.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 28.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Au-0.53-Ga-0.47"}, {"Ag": 0, "Au": 0.53, "Cd": 0, "Cu": 0, "Ga": 0.47, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 98396.5, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 23.44, "fe_co_std": 0, "fe_gas_total_mean": 82.57, "fe_gas_total_std": 0, "fe_h2_mean": 59.12, "fe_h2_std": 0, "fe_liquid_mean": 17.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.64, "max_partial_current_gas_total_mean": 236.01, "max_partial_current_h2_mean": 217.29, "max_partial_current_liquid_mean": 63.99, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.44, "partial_current_co_std": 0, "partial_current_gas_total_mean": 82.57, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 59.12, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.43, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.23, "voltage_std": 0, "xrf composition": "Au-0.53-Ga-0.47"}, {"Ag": 0, "Au": 0.53, "Cd": 0, "Cu": 0, "Ga": 0.47, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 98396.5, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 19.22, "fe_co_std": 0, "fe_gas_total_mean": 83.43, "fe_gas_total_std": 0, "fe_h2_mean": 64.2, "fe_h2_std": 0, "fe_liquid_mean": 16.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.64, "max_partial_current_gas_total_mean": 236.01, "max_partial_current_h2_mean": 217.29, "max_partial_current_liquid_mean": 63.99, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 28.83, "partial_current_co_std": 0, "partial_current_gas_total_mean": 125.15, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 96.3, "partial_current_h2_std": 0, "partial_current_liquid_mean": 24.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.4, "voltage_std": 0, "xrf composition": "Au-0.53-Ga-0.47"}, {"Ag": 0, "Au": 0.53, "Cd": 0, "Cu": 0, "Ga": 0.47, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 98396.5, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 14.82, "fe_co_std": 0, "fe_gas_total_mean": 81.4, "fe_gas_total_std": 0, "fe_h2_mean": 66.57, "fe_h2_std": 0, "fe_liquid_mean": 18.6, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.64, "max_partial_current_gas_total_mean": 236.01, "max_partial_current_h2_mean": 217.29, "max_partial_current_liquid_mean": 63.99, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.64, "partial_current_co_std": 0, "partial_current_gas_total_mean": 162.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 133.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 37.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.54, "voltage_std": 0, "xrf composition": "Au-0.53-Ga-0.47"}, {"Ag": 0, "Au": 0.53, "Cd": 0, "Cu": 0, "Ga": 0.47, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 98396.5, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 6.22, "fe_co_std": 0, "fe_gas_total_mean": 78.67, "fe_gas_total_std": 0, "fe_h2_mean": 72.43, "fe_h2_std": 0, "fe_liquid_mean": 21.33, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.64, "max_partial_current_gas_total_mean": 236.01, "max_partial_current_h2_mean": 217.29, "max_partial_current_liquid_mean": 63.99, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 236.01, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 217.29, "partial_current_h2_std": 0, "partial_current_liquid_mean": 63.99, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.6-Ga-0.4_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.6-Ga-0.4", "voltage_mean": 3.75, "voltage_std": 0, "xrf composition": "Au-0.53-Ga-0.47"}, {"Ag": 0, "Au": 0.584, "Cd": 0, "Cu": 0, "Ga": 0.416, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 103234.71, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp26_241004_Au-0.778-Ga-0.222_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.778-Ga-0.222", "voltage_mean": 3.005, "voltage_std": 0.007071067811865324, "xrf composition": "Au-0.584-Ga-0.416"}, {"Ag": 0, "Au": 0.584, "Cd": 0, "Cu": 0, "Ga": 0.416, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 103234.71, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 19.47, "fe_co_std": 1.16, "fe_gas_total_mean": 78.99, "fe_gas_total_std": 1.87, "fe_h2_mean": 59.5, "fe_h2_std": 3.03, "fe_liquid_mean": 21.01, "fe_liquid_std": 1.87, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.84, "max_partial_current_gas_total_mean": 235.24, "max_partial_current_h2_mean": 226.08, "max_partial_current_liquid_mean": 64.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.74, "partial_current_co_std": 0.58, "partial_current_gas_total_mean": 39.5, "partial_current_gas_total_std": 0.93, "partial_current_h2_mean": 29.75, "partial_current_h2_std": 1.51, "partial_current_liquid_mean": 10.5, "partial_current_liquid_std": 0.93, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.778-Ga-0.222_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.778-Ga-0.222", "voltage_mean": 3, "voltage_std": 0, "xrf composition": "Au-0.584-Ga-0.416"}, {"Ag": 0, "Au": 0.584, "Cd": 0, "Cu": 0, "Ga": 0.416, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 103234.71, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 19.16, "fe_co_std": 0.36, "fe_gas_total_mean": 80.1, "fe_gas_total_std": 1, "fe_h2_mean": 60.94, "fe_h2_std": 0.64, "fe_liquid_mean": 19.9, "fe_liquid_std": 1, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.84, "max_partial_current_gas_total_mean": 235.24, "max_partial_current_h2_mean": 226.08, "max_partial_current_liquid_mean": 64.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.16, "partial_current_co_std": 0.36, "partial_current_gas_total_mean": 80.1, "partial_current_gas_total_std": 1, "partial_current_h2_mean": 60.94, "partial_current_h2_std": 0.64, "partial_current_liquid_mean": 19.9, "partial_current_liquid_std": 1, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.778-Ga-0.222_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.778-Ga-0.222", "voltage_mean": 3.25, "voltage_std": 0.042426406871192576, "xrf composition": "Au-0.584-Ga-0.416"}, {"Ag": 0, "Au": 0.584, "Cd": 0, "Cu": 0, "Ga": 0.416, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 103234.71, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 15.9, "fe_co_std": 0.11, "fe_gas_total_mean": 79.8, "fe_gas_total_std": 0.36, "fe_h2_mean": 63.88, "fe_h2_std": 0.47, "fe_liquid_mean": 20.2, "fe_liquid_std": 0.36, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.84, "max_partial_current_gas_total_mean": 235.24, "max_partial_current_h2_mean": 226.08, "max_partial_current_liquid_mean": 64.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.84, "partial_current_co_std": 0.16, "partial_current_gas_total_mean": 119.69, "partial_current_gas_total_std": 0.54, "partial_current_h2_mean": 95.83, "partial_current_h2_std": 0.71, "partial_current_liquid_mean": 30.31, "partial_current_liquid_std": 0.54, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.778-Ga-0.222_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.778-Ga-0.222", "voltage_mean": 3.435, "voltage_std": 0.07778174593052045, "xrf composition": "Au-0.584-Ga-0.416"}, {"Ag": 0, "Au": 0.584, "Cd": 0, "Cu": 0, "Ga": 0.416, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 103234.71, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.68, "fe_co_std": 2.28, "fe_gas_total_mean": 78.77, "fe_gas_total_std": 0.3, "fe_h2_mean": 67.08, "fe_h2_std": 2.58, "fe_liquid_mean": 21.23, "fe_liquid_std": 0.3, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.84, "max_partial_current_gas_total_mean": 235.24, "max_partial_current_h2_mean": 226.08, "max_partial_current_liquid_mean": 64.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.36, "partial_current_co_std": 4.55, "partial_current_gas_total_mean": 157.54, "partial_current_gas_total_std": 0.59, "partial_current_h2_mean": 134.15, "partial_current_h2_std": 5.16, "partial_current_liquid_mean": 42.46, "partial_current_liquid_std": 0.59, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.778-Ga-0.222_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.778-Ga-0.222", "voltage_mean": 3.585, "voltage_std": 0.10606601717798238, "xrf composition": "Au-0.584-Ga-0.416"}, {"Ag": 0, "Au": 0.584, "Cd": 0, "Cu": 0, "Ga": 0.416, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 103234.71, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.05, "fe_co_std": 0.2, "fe_gas_total_mean": 78.41, "fe_gas_total_std": 0.57, "fe_h2_mean": 75.36, "fe_h2_std": 0.37, "fe_liquid_mean": 21.58, "fe_liquid_std": 0.57, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 23.84, "max_partial_current_gas_total_mean": 235.24, "max_partial_current_h2_mean": 226.08, "max_partial_current_liquid_mean": 64.76, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.15, "partial_current_co_std": 0.59, "partial_current_gas_total_mean": 235.24, "partial_current_gas_total_std": 1.72, "partial_current_h2_mean": 226.08, "partial_current_h2_std": 1.1, "partial_current_liquid_mean": 64.76, "partial_current_liquid_std": 1.72, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.778-Ga-0.222_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.778-Ga-0.222", "voltage_mean": 3.8, "voltage_std": 0.14142135623730917, "xrf composition": "Au-0.584-Ga-0.416"}, {"Ag": 0, "Au": 0.628, "Cd": 0, "Cu": 0, "Ga": 0.372, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 106848.42, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp26_241004_Au-0.778-Ga-0.222_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.778-Ga-0.222", "voltage_mean": 2.99, "voltage_std": 0, "xrf composition": "Au-0.628-Ga-0.372"}, {"Ag": 0, "Au": 0.628, "Cd": 0, "Cu": 0, "Ga": 0.372, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 106848.42, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 22.46, "fe_co_std": 0, "fe_gas_total_mean": 78.3, "fe_gas_total_std": 0, "fe_h2_mean": 55.82, "fe_h2_std": 0, "fe_liquid_mean": 21.7, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.28, "max_partial_current_gas_total_mean": 229.68, "max_partial_current_h2_mean": 200.34, "max_partial_current_liquid_mean": 70.32, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.23, "partial_current_co_std": 0, "partial_current_gas_total_mean": 39.15, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 27.91, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.85, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.778-Ga-0.222_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.778-Ga-0.222", "voltage_mean": 3.02, "voltage_std": 0, "xrf composition": "Au-0.628-Ga-0.372"}, {"Ag": 0, "Au": 0.628, "Cd": 0, "Cu": 0, "Ga": 0.372, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 106848.42, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 18.48, "fe_co_std": 0, "fe_gas_total_mean": 78.86, "fe_gas_total_std": 0, "fe_h2_mean": 60.35, "fe_h2_std": 0, "fe_liquid_mean": 21.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.28, "max_partial_current_gas_total_mean": 229.68, "max_partial_current_h2_mean": 200.34, "max_partial_current_liquid_mean": 70.32, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.48, "partial_current_co_std": 0, "partial_current_gas_total_mean": 78.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 60.35, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.778-Ga-0.222_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.778-Ga-0.222", "voltage_mean": 3.24, "voltage_std": 0, "xrf composition": "Au-0.628-Ga-0.372"}, {"Ag": 0, "Au": 0.628, "Cd": 0, "Cu": 0, "Ga": 0.372, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 106848.42, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 15.62, "fe_co_std": 0, "fe_gas_total_mean": 78.53, "fe_gas_total_std": 0, "fe_h2_mean": 62.89, "fe_h2_std": 0, "fe_liquid_mean": 21.47, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.28, "max_partial_current_gas_total_mean": 229.68, "max_partial_current_h2_mean": 200.34, "max_partial_current_liquid_mean": 70.32, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.43, "partial_current_co_std": 0, "partial_current_gas_total_mean": 117.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 94.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.778-Ga-0.222_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.778-Ga-0.222", "voltage_mean": 3.38, "voltage_std": 0, "xrf composition": "Au-0.628-Ga-0.372"}, {"Ag": 0, "Au": 0.628, "Cd": 0, "Cu": 0, "Ga": 0.372, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 106848.42, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.45, "fe_co_std": 0, "fe_gas_total_mean": 78.21, "fe_gas_total_std": 0, "fe_h2_mean": 64.75, "fe_h2_std": 0, "fe_liquid_mean": 21.79, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.28, "max_partial_current_gas_total_mean": 229.68, "max_partial_current_h2_mean": 200.34, "max_partial_current_liquid_mean": 70.32, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 156.42, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 129.5, "partial_current_h2_std": 0, "partial_current_liquid_mean": 43.58, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.778-Ga-0.222_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.778-Ga-0.222", "voltage_mean": 3.5, "voltage_std": 0, "xrf composition": "Au-0.628-Ga-0.372"}, {"Ag": 0, "Au": 0.628, "Cd": 0, "Cu": 0, "Ga": 0.372, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 106848.42, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.76, "fe_co_std": 0, "fe_gas_total_mean": 76.56, "fe_gas_total_std": 0, "fe_h2_mean": 66.78, "fe_h2_std": 0, "fe_liquid_mean": 23.44, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 29.28, "max_partial_current_gas_total_mean": 229.68, "max_partial_current_h2_mean": 200.34, "max_partial_current_liquid_mean": 70.32, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.28, "partial_current_co_std": 0, "partial_current_gas_total_mean": 229.68, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 200.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 70.32, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.778-Ga-0.222_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.778-Ga-0.222", "voltage_mean": 3.67, "voltage_std": 0, "xrf composition": "Au-0.628-Ga-0.372"}, {"Ag": 0, "Au": 0.677, "Cd": 0, "Cu": 0, "Ga": 0.323, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 110567.25, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp26_241004_Au-0.8-Ga-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.8-Ga-0.2", "voltage_mean": 3.03, "voltage_std": 0, "xrf composition": "Au-0.677-Ga-0.323"}, {"Ag": 0, "Au": 0.677, "Cd": 0, "Cu": 0, "Ga": 0.323, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 110567.25, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 19.95, "fe_co_std": 0, "fe_gas_total_mean": 78.86, "fe_gas_total_std": 0, "fe_h2_mean": 58.88, "fe_h2_std": 0, "fe_liquid_mean": 21.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 23.1, "max_partial_current_gas_total_mean": 233.34, "max_partial_current_h2_mean": 219.33, "max_partial_current_liquid_mean": 66.66, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 39.43, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 29.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.8-Ga-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.8-Ga-0.2", "voltage_mean": 3.04, "voltage_std": 0, "xrf composition": "Au-0.677-Ga-0.323"}, {"Ag": 0, "Au": 0.677, "Cd": 0, "Cu": 0, "Ga": 0.323, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 110567.25, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 17.34, "fe_co_std": 0, "fe_gas_total_mean": 79.96, "fe_gas_total_std": 0, "fe_h2_mean": 62.6, "fe_h2_std": 0, "fe_liquid_mean": 20.04, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 23.1, "max_partial_current_gas_total_mean": 233.34, "max_partial_current_h2_mean": 219.33, "max_partial_current_liquid_mean": 66.66, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.34, "partial_current_co_std": 0, "partial_current_gas_total_mean": 79.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 62.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.8-Ga-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.8-Ga-0.2", "voltage_mean": 3.29, "voltage_std": 0, "xrf composition": "Au-0.677-Ga-0.323"}, {"Ag": 0, "Au": 0.677, "Cd": 0, "Cu": 0, "Ga": 0.323, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 110567.25, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 14, "fe_co_std": 0, "fe_gas_total_mean": 79.53, "fe_gas_total_std": 0, "fe_h2_mean": 65.51, "fe_h2_std": 0, "fe_liquid_mean": 20.47, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 23.1, "max_partial_current_gas_total_mean": 233.34, "max_partial_current_h2_mean": 219.33, "max_partial_current_liquid_mean": 66.66, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 21, "partial_current_co_std": 0, "partial_current_gas_total_mean": 119.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 98.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.8-Ga-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.8-Ga-0.2", "voltage_mean": 3.46, "voltage_std": 0, "xrf composition": "Au-0.677-Ga-0.323"}, {"Ag": 0, "Au": 0.677, "Cd": 0, "Cu": 0, "Ga": 0.323, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 110567.25, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 11.55, "fe_co_std": 0, "fe_gas_total_mean": 78.32, "fe_gas_total_std": 0, "fe_h2_mean": 66.75, "fe_h2_std": 0, "fe_liquid_mean": 21.68, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 23.1, "max_partial_current_gas_total_mean": 233.34, "max_partial_current_h2_mean": 219.33, "max_partial_current_liquid_mean": 66.66, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 156.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 133.5, "partial_current_h2_std": 0, "partial_current_liquid_mean": 43.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.8-Ga-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.8-Ga-0.2", "voltage_mean": 3.59, "voltage_std": 0, "xrf composition": "Au-0.677-Ga-0.323"}, {"Ag": 0, "Au": 0.677, "Cd": 0, "Cu": 0, "Ga": 0.323, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 110567.25, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 4.65, "fe_co_std": 0, "fe_gas_total_mean": 77.78, "fe_gas_total_std": 0, "fe_h2_mean": 73.11, "fe_h2_std": 0, "fe_liquid_mean": 22.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 23.1, "max_partial_current_gas_total_mean": 233.34, "max_partial_current_h2_mean": 219.33, "max_partial_current_liquid_mean": 66.66, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.95, "partial_current_co_std": 0, "partial_current_gas_total_mean": 233.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 219.33, "partial_current_h2_std": 0, "partial_current_liquid_mean": 66.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.8-Ga-0.2_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.8-Ga-0.2", "voltage_mean": 3.77, "voltage_std": 0, "xrf composition": "Au-0.677-Ga-0.323"}, {"Ag": 0, "Au": 0.766, "Cd": 0, "Cu": 0, "Ga": 0.234, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 116612.43, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp26_241004_Au-0.875-Ga-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.875-Ga-0.125", "voltage_mean": 3.11, "voltage_std": 0, "xrf composition": "Au-0.766-Ga-0.234"}, {"Ag": 0, "Au": 0.766, "Cd": 0, "Cu": 0, "Ga": 0.234, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 116612.43, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 13.88, "fe_co_std": 0, "fe_gas_total_mean": 77.52, "fe_gas_total_std": 0, "fe_h2_mean": 63.62, "fe_h2_std": 0, "fe_liquid_mean": 22.48, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 18.87, "max_partial_current_gas_total_mean": 233.58, "max_partial_current_h2_mean": 226.23, "max_partial_current_liquid_mean": 66.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 38.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.81, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.875-Ga-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.875-Ga-0.125", "voltage_mean": 3.07, "voltage_std": 0, "xrf composition": "Au-0.766-Ga-0.234"}, {"Ag": 0, "Au": 0.766, "Cd": 0, "Cu": 0, "Ga": 0.234, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 116612.43, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 14.82, "fe_co_std": 0, "fe_gas_total_mean": 79.97, "fe_gas_total_std": 0, "fe_h2_mean": 65.13, "fe_h2_std": 0, "fe_liquid_mean": 20.03, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 18.87, "max_partial_current_gas_total_mean": 233.58, "max_partial_current_h2_mean": 226.23, "max_partial_current_liquid_mean": 66.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.82, "partial_current_co_std": 0, "partial_current_gas_total_mean": 79.97, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 65.13, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.03, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.875-Ga-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.875-Ga-0.125", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Au-0.766-Ga-0.234"}, {"Ag": 0, "Au": 0.766, "Cd": 0, "Cu": 0, "Ga": 0.234, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 116612.43, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 12.58, "fe_co_std": 0, "fe_gas_total_mean": 78.66, "fe_gas_total_std": 0, "fe_h2_mean": 66.07, "fe_h2_std": 0, "fe_liquid_mean": 21.34, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 18.87, "max_partial_current_gas_total_mean": 233.58, "max_partial_current_h2_mean": 226.23, "max_partial_current_liquid_mean": 66.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.87, "partial_current_co_std": 0, "partial_current_gas_total_mean": 117.99, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 99.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.01, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.875-Ga-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.875-Ga-0.125", "voltage_mean": 3.47, "voltage_std": 0, "xrf composition": "Au-0.766-Ga-0.234"}, {"Ag": 0, "Au": 0.766, "Cd": 0, "Cu": 0, "Ga": 0.234, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 116612.43, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 7.49, "fe_co_std": 0, "fe_gas_total_mean": 78.99, "fe_gas_total_std": 0, "fe_h2_mean": 71.48, "fe_h2_std": 0, "fe_liquid_mean": 21.01, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 18.87, "max_partial_current_gas_total_mean": 233.58, "max_partial_current_h2_mean": 226.23, "max_partial_current_liquid_mean": 66.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 157.98, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 142.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 42.02, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.875-Ga-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.875-Ga-0.125", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Au-0.766-Ga-0.234"}, {"Ag": 0, "Au": 0.766, "Cd": 0, "Cu": 0, "Ga": 0.234, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 26, "cost_per_gram": 116612.43, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 2.44, "fe_co_std": 0, "fe_gas_total_mean": 77.86, "fe_gas_total_std": 0, "fe_h2_mean": 75.41, "fe_h2_std": 0, "fe_liquid_mean": 22.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 18.87, "max_partial_current_gas_total_mean": 233.58, "max_partial_current_h2_mean": 226.23, "max_partial_current_liquid_mean": 66.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.32, "partial_current_co_std": 0, "partial_current_gas_total_mean": 233.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 226.23, "partial_current_h2_std": 0, "partial_current_liquid_mean": 66.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp26_241004_Au-0.875-Ga-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.875-Ga-0.125", "voltage_mean": 3.79, "voltage_std": 0, "xrf composition": "Au-0.766-Ga-0.234"}, {"Ag": 0, "Au": 0.165, "Cd": 0, "Cu": 0, "Ga": 0.3, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.535, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 62462.19, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 2.22, "voltage_std": 0, "xrf composition": "Au-0.165-Ga-0.3-Pd-0.535"}, {"Ag": 0, "Au": 0.165, "Cd": 0, "Cu": 0, "Ga": 0.3, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.535, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 62462.19, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 76.82, "fe_gas_total_std": 0, "fe_h2_mean": 76.81, "fe_h2_std": 0, "fe_liquid_mean": 23.18, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.79, "max_partial_current_gas_total_mean": 239.82, "max_partial_current_h2_mean": 236.85, "max_partial_current_liquid_mean": 60.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 38.41, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 38.4, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.59, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 2.39, "voltage_std": 0, "xrf composition": "Au-0.165-Ga-0.3-Pd-0.535"}, {"Ag": 0, "Au": 0.165, "Cd": 0, "Cu": 0, "Ga": 0.3, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.535, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 62462.19, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 21.79, "fe_co_std": 0, "fe_gas_total_mean": 84.48, "fe_gas_total_std": 0, "fe_h2_mean": 62.67, "fe_h2_std": 0, "fe_liquid_mean": 15.52, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.79, "max_partial_current_gas_total_mean": 239.82, "max_partial_current_h2_mean": 236.85, "max_partial_current_liquid_mean": 60.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.79, "partial_current_co_std": 0, "partial_current_gas_total_mean": 84.48, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 62.67, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.52, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 3.24, "voltage_std": 0, "xrf composition": "Au-0.165-Ga-0.3-Pd-0.535"}, {"Ag": 0, "Au": 0.165, "Cd": 0, "Cu": 0, "Ga": 0.3, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.535, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 62462.19, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 9.02, "fe_co_std": 0, "fe_gas_total_mean": 85.46, "fe_gas_total_std": 0, "fe_h2_mean": 76.42, "fe_h2_std": 0, "fe_liquid_mean": 14.54, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.79, "max_partial_current_gas_total_mean": 239.82, "max_partial_current_h2_mean": 236.85, "max_partial_current_liquid_mean": 60.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.53, "partial_current_co_std": 0, "partial_current_gas_total_mean": 128.19, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 114.63, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.81, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 3.47, "voltage_std": 0, "xrf composition": "Au-0.165-Ga-0.3-Pd-0.535"}, {"Ag": 0, "Au": 0.165, "Cd": 0, "Cu": 0, "Ga": 0.3, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.535, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 62462.19, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.44, "fe_co_std": 0, "fe_gas_total_mean": 84.77, "fe_gas_total_std": 0, "fe_h2_mean": 80.32, "fe_h2_std": 0, "fe_liquid_mean": 15.23, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.79, "max_partial_current_gas_total_mean": 239.82, "max_partial_current_h2_mean": 236.85, "max_partial_current_liquid_mean": 60.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 169.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 160.64, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 3.58, "voltage_std": 0, "xrf composition": "Au-0.165-Ga-0.3-Pd-0.535"}, {"Ag": 0, "Au": 0.165, "Cd": 0, "Cu": 0, "Ga": 0.3, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.535, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 62462.19, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 0.97, "fe_co_std": 0, "fe_gas_total_mean": 79.94, "fe_gas_total_std": 0, "fe_h2_mean": 78.95, "fe_h2_std": 0, "fe_liquid_mean": 20.06, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 21.79, "max_partial_current_gas_total_mean": 239.82, "max_partial_current_h2_mean": 236.85, "max_partial_current_liquid_mean": 60.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 2.91, "partial_current_co_std": 0, "partial_current_gas_total_mean": 239.82, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 236.85, "partial_current_h2_std": 0, "partial_current_liquid_mean": 60.18, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 3.66, "voltage_std": 0, "xrf composition": "Au-0.165-Ga-0.3-Pd-0.535"}, {"Ag": 0, "Au": 0.182, "Cd": 0, "Cu": 0, "Ga": 0.149, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.669, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 68085.78, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 2.21, "voltage_std": 0, "xrf composition": "Au-0.182-Ga-0.149-Pd-0.669"}, {"Ag": 0, "Au": 0.182, "Cd": 0, "Cu": 0, "Ga": 0.149, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.669, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 68085.78, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 68.03, "fe_gas_total_std": 0, "fe_h2_mean": 68.03, "fe_h2_std": 0, "fe_liquid_mean": 31.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 47.43, "max_partial_current_gas_total_mean": 244.14, "max_partial_current_h2_mean": 215.34, "max_partial_current_liquid_mean": 55.86, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 34.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 34.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 2.28, "voltage_std": 0, "xrf composition": "Au-0.182-Ga-0.149-Pd-0.669"}, {"Ag": 0, "Au": 0.182, "Cd": 0, "Cu": 0, "Ga": 0.149, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.669, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 68085.78, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 40.14, "fe_co_std": 0, "fe_gas_total_mean": 83.51, "fe_gas_total_std": 0, "fe_h2_mean": 43.37, "fe_h2_std": 0, "fe_liquid_mean": 16.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 47.43, "max_partial_current_gas_total_mean": 244.14, "max_partial_current_h2_mean": 215.34, "max_partial_current_liquid_mean": 55.86, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 40.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 83.51, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.37, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.49, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 3.12, "voltage_std": 0, "xrf composition": "Au-0.182-Ga-0.149-Pd-0.669"}, {"Ag": 0, "Au": 0.182, "Cd": 0, "Cu": 0, "Ga": 0.149, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.669, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 68085.78, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 31.62, "fe_co_std": 0, "fe_gas_total_mean": 84.67, "fe_gas_total_std": 0, "fe_h2_mean": 53.03, "fe_h2_std": 0, "fe_liquid_mean": 15.33, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 47.43, "max_partial_current_gas_total_mean": 244.14, "max_partial_current_h2_mean": 215.34, "max_partial_current_liquid_mean": 55.86, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 47.43, "partial_current_co_std": 0, "partial_current_gas_total_mean": 127, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 79.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Au-0.182-Ga-0.149-Pd-0.669"}, {"Ag": 0, "Au": 0.182, "Cd": 0, "Cu": 0, "Ga": 0.149, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.669, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 68085.78, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 22.22, "fe_co_std": 0, "fe_gas_total_mean": 85.3, "fe_gas_total_std": 0, "fe_h2_mean": 63.07, "fe_h2_std": 0, "fe_liquid_mean": 14.7, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 47.43, "max_partial_current_gas_total_mean": 244.14, "max_partial_current_h2_mean": 215.34, "max_partial_current_liquid_mean": 55.86, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 44.44, "partial_current_co_std": 0, "partial_current_gas_total_mean": 170.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 126.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 3.59, "voltage_std": 0, "xrf composition": "Au-0.182-Ga-0.149-Pd-0.669"}, {"Ag": 0, "Au": 0.182, "Cd": 0, "Cu": 0, "Ga": 0.149, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.669, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 68085.78, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 9.59, "fe_co_std": 0, "fe_gas_total_mean": 81.38, "fe_gas_total_std": 0, "fe_h2_mean": 71.78, "fe_h2_std": 0, "fe_liquid_mean": 18.62, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 47.43, "max_partial_current_gas_total_mean": 244.14, "max_partial_current_h2_mean": 215.34, "max_partial_current_liquid_mean": 55.86, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 28.77, "partial_current_co_std": 0, "partial_current_gas_total_mean": 244.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 215.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 55.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 3.76, "voltage_std": 0, "xrf composition": "Au-0.182-Ga-0.149-Pd-0.669"}, {"Ag": 0, "Au": 0.215, "Cd": 0, "Cu": 0, "Ga": 0.083, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.702, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 73261.46, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 2.17, "voltage_std": 0, "xrf composition": "Au-0.215-Ga-0.083-Pd-0.702"}, {"Ag": 0, "Au": 0.215, "Cd": 0, "Cu": 0, "Ga": 0.083, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.702, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 73261.46, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 69.74, "fe_gas_total_std": 0, "fe_h2_mean": 69.73, "fe_h2_std": 0, "fe_liquid_mean": 30.26, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 41.18, "max_partial_current_gas_total_mean": 241.5, "max_partial_current_h2_mean": 224.7, "max_partial_current_liquid_mean": 58.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 34.87, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 34.86, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.13, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 2.31, "voltage_std": 0, "xrf composition": "Au-0.215-Ga-0.083-Pd-0.702"}, {"Ag": 0, "Au": 0.215, "Cd": 0, "Cu": 0, "Ga": 0.083, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.702, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 73261.46, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 38.27, "fe_co_std": 0, "fe_gas_total_mean": 85.78, "fe_gas_total_std": 0, "fe_h2_mean": 47.51, "fe_h2_std": 0, "fe_liquid_mean": 14.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 41.18, "max_partial_current_gas_total_mean": 241.5, "max_partial_current_h2_mean": 224.7, "max_partial_current_liquid_mean": 58.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 38.27, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.78, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 47.51, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.22, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 3.2, "voltage_std": 0, "xrf composition": "Au-0.215-Ga-0.083-Pd-0.702"}, {"Ag": 0, "Au": 0.215, "Cd": 0, "Cu": 0, "Ga": 0.083, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.702, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 73261.46, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 27.45, "fe_co_std": 0, "fe_gas_total_mean": 86.35, "fe_gas_total_std": 0, "fe_h2_mean": 58.88, "fe_h2_std": 0, "fe_liquid_mean": 13.65, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 41.18, "max_partial_current_gas_total_mean": 241.5, "max_partial_current_h2_mean": 224.7, "max_partial_current_liquid_mean": 58.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 41.18, "partial_current_co_std": 0, "partial_current_gas_total_mean": 129.52, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 88.32, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.48, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Au-0.215-Ga-0.083-Pd-0.702"}, {"Ag": 0, "Au": 0.215, "Cd": 0, "Cu": 0, "Ga": 0.083, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.702, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 73261.46, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 16.94, "fe_co_std": 0, "fe_gas_total_mean": 85.48, "fe_gas_total_std": 0, "fe_h2_mean": 68.52, "fe_h2_std": 0, "fe_liquid_mean": 14.52, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 41.18, "max_partial_current_gas_total_mean": 241.5, "max_partial_current_h2_mean": 224.7, "max_partial_current_liquid_mean": 58.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 33.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 170.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 137.04, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 3.55, "voltage_std": 0, "xrf composition": "Au-0.215-Ga-0.083-Pd-0.702"}, {"Ag": 0, "Au": 0.215, "Cd": 0, "Cu": 0, "Ga": 0.083, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.702, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 73261.46, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 5.58, "fe_co_std": 0, "fe_gas_total_mean": 80.5, "fe_gas_total_std": 0, "fe_h2_mean": 74.9, "fe_h2_std": 0, "fe_liquid_mean": 19.5, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 41.18, "max_partial_current_gas_total_mean": 241.5, "max_partial_current_h2_mean": 224.7, "max_partial_current_liquid_mean": 58.5, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 241.5, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 224.7, "partial_current_h2_std": 0, "partial_current_liquid_mean": 58.5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.091-Ga-0.182-Pd-0.727_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.091-Ga-0.182-Pd-0.727", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Au-0.215-Ga-0.083-Pd-0.702"}, {"Ag": 0, "Au": 0.153, "Cd": 0, "Cu": 0, "Ga": 0.688, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.159, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 49528.25, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 2.24, "voltage_std": 0, "xrf composition": "Au-0.153-Ga-0.688-Pd-0.159"}, {"Ag": 0, "Au": 0.153, "Cd": 0, "Cu": 0, "Ga": 0.688, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.159, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 49528.25, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 65.61, "fe_co_std": 0, "fe_gas_total_mean": 97.8, "fe_gas_total_std": 0, "fe_h2_mean": 32.17, "fe_h2_std": 0, "fe_liquid_mean": 2.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 42.44, "max_partial_current_gas_total_mean": 238.95, "max_partial_current_h2_mean": 229.23, "max_partial_current_liquid_mean": 61.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 48.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 16.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 1.1, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 2.84, "voltage_std": 0, "xrf composition": "Au-0.153-Ga-0.688-Pd-0.159"}, {"Ag": 0, "Au": 0.153, "Cd": 0, "Cu": 0, "Ga": 0.688, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.159, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 49528.25, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 42.44, "fe_co_std": 0, "fe_gas_total_mean": 84.51, "fe_gas_total_std": 0, "fe_h2_mean": 42.05, "fe_h2_std": 0, "fe_liquid_mean": 15.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 42.44, "max_partial_current_gas_total_mean": 238.95, "max_partial_current_h2_mean": 229.23, "max_partial_current_liquid_mean": 61.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 42.44, "partial_current_co_std": 0, "partial_current_gas_total_mean": 84.51, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 42.05, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.49, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 3.27, "voltage_std": 0, "xrf composition": "Au-0.153-Ga-0.688-Pd-0.159"}, {"Ag": 0, "Au": 0.153, "Cd": 0, "Cu": 0, "Ga": 0.688, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.159, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 49528.25, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 27.78, "fe_co_std": 0, "fe_gas_total_mean": 80.01, "fe_gas_total_std": 0, "fe_h2_mean": 52.21, "fe_h2_std": 0, "fe_liquid_mean": 19.99, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 42.44, "max_partial_current_gas_total_mean": 238.95, "max_partial_current_h2_mean": 229.23, "max_partial_current_liquid_mean": 61.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 41.67, "partial_current_co_std": 0, "partial_current_gas_total_mean": 120.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 78.32, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 3.44, "voltage_std": 0, "xrf composition": "Au-0.153-Ga-0.688-Pd-0.159"}, {"Ag": 0, "Au": 0.153, "Cd": 0, "Cu": 0, "Ga": 0.688, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.159, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 49528.25, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 14.83, "fe_co_std": 0, "fe_gas_total_mean": 80.26, "fe_gas_total_std": 0, "fe_h2_mean": 65.41, "fe_h2_std": 0, "fe_liquid_mean": 19.74, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 42.44, "max_partial_current_gas_total_mean": 238.95, "max_partial_current_h2_mean": 229.23, "max_partial_current_liquid_mean": 61.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 160.52, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 130.82, "partial_current_h2_std": 0, "partial_current_liquid_mean": 39.48, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Au-0.153-Ga-0.688-Pd-0.159"}, {"Ag": 0, "Au": 0.153, "Cd": 0, "Cu": 0, "Ga": 0.688, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.159, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 49528.25, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.22, "fe_co_std": 0, "fe_gas_total_mean": 79.65, "fe_gas_total_std": 0, "fe_h2_mean": 76.41, "fe_h2_std": 0, "fe_liquid_mean": 20.35, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 42.44, "max_partial_current_gas_total_mean": 238.95, "max_partial_current_h2_mean": 229.23, "max_partial_current_liquid_mean": 61.05, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 238.95, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 229.23, "partial_current_h2_std": 0, "partial_current_liquid_mean": 61.05, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 3.75, "voltage_std": 0, "xrf composition": "Au-0.153-Ga-0.688-Pd-0.159"}, {"Ag": 0, "Au": 0.126, "Cd": 0, "Cu": 0, "Ga": 0.559, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.315, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 49329.27, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 2.38, "voltage_std": 0, "xrf composition": "Au-0.126-Ga-0.559-Pd-0.315"}, {"Ag": 0, "Au": 0.126, "Cd": 0, "Cu": 0, "Ga": 0.559, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.315, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 49329.27, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 67.87, "fe_co_std": 0, "fe_gas_total_mean": 103.5, "fe_gas_total_std": 0, "fe_h2_mean": 35.62, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 51.09, "max_partial_current_gas_total_mean": 284.49, "max_partial_current_h2_mean": 267, "max_partial_current_liquid_mean": 19.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 33.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 51.75, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 17.81, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 2.93, "voltage_std": 0, "xrf composition": "Au-0.126-Ga-0.559-Pd-0.315"}, {"Ag": 0, "Au": 0.126, "Cd": 0, "Cu": 0, "Ga": 0.559, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.315, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 49329.27, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 51.09, "fe_co_std": 0, "fe_gas_total_mean": 98.31, "fe_gas_total_std": 0, "fe_h2_mean": 47.21, "fe_h2_std": 0, "fe_liquid_mean": 1.69, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 51.09, "max_partial_current_gas_total_mean": 284.49, "max_partial_current_h2_mean": 267, "max_partial_current_liquid_mean": 19.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 51.09, "partial_current_co_std": 0, "partial_current_gas_total_mean": 98.31, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 47.21, "partial_current_h2_std": 0, "partial_current_liquid_mean": 1.69, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Au-0.126-Ga-0.559-Pd-0.315"}, {"Ag": 0, "Au": 0.126, "Cd": 0, "Cu": 0, "Ga": 0.559, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.315, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 49329.27, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 33.51, "fe_co_std": 0, "fe_gas_total_mean": 90.18, "fe_gas_total_std": 0, "fe_h2_mean": 56.66, "fe_h2_std": 0, "fe_liquid_mean": 9.82, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 51.09, "max_partial_current_gas_total_mean": 284.49, "max_partial_current_h2_mean": 267, "max_partial_current_liquid_mean": 19.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 50.26, "partial_current_co_std": 0, "partial_current_gas_total_mean": 135.27, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 84.99, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.73, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 3.48, "voltage_std": 0, "xrf composition": "Au-0.126-Ga-0.559-Pd-0.315"}, {"Ag": 0, "Au": 0.126, "Cd": 0, "Cu": 0, "Ga": 0.559, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.315, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 49329.27, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 21.84, "fe_co_std": 0, "fe_gas_total_mean": 90.41, "fe_gas_total_std": 0, "fe_h2_mean": 68.54, "fe_h2_std": 0, "fe_liquid_mean": 9.59, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 51.09, "max_partial_current_gas_total_mean": 284.49, "max_partial_current_h2_mean": 267, "max_partial_current_liquid_mean": 19.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 43.68, "partial_current_co_std": 0, "partial_current_gas_total_mean": 180.82, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 137.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.18, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Au-0.126-Ga-0.559-Pd-0.315"}, {"Ag": 0, "Au": 0.126, "Cd": 0, "Cu": 0, "Ga": 0.559, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.315, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 49329.27, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 5.8, "fe_co_std": 0, "fe_gas_total_mean": 94.83, "fe_gas_total_std": 0, "fe_h2_mean": 89, "fe_h2_std": 0, "fe_liquid_mean": 5.17, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 51.09, "max_partial_current_gas_total_mean": 284.49, "max_partial_current_h2_mean": 267, "max_partial_current_liquid_mean": 19.18, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.4, "partial_current_co_std": 0, "partial_current_gas_total_mean": 284.49, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 267, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.51, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 3.8, "voltage_std": 0, "xrf composition": "Au-0.126-Ga-0.559-Pd-0.315"}, {"Ag": 0, "Au": 0.167, "Cd": 0, "Cu": 0, "Ga": 0.667, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.167, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 52510.37, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 2.28, "voltage_std": 0, "xrf composition": "Au-0.167-Ga-0.667-Pd-0.167"}, {"Ag": 0, "Au": 0.167, "Cd": 0, "Cu": 0, "Ga": 0.667, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.167, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 52510.37, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 62.24, "fe_co_std": 0, "fe_gas_total_mean": 89.13, "fe_gas_total_std": 0, "fe_h2_mean": 26.88, "fe_h2_std": 0, "fe_liquid_mean": 10.87, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 51.9, "max_partial_current_gas_total_mean": 237.15, "max_partial_current_h2_mean": 224.31, "max_partial_current_liquid_mean": 62.85, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.12, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 13.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 2.79, "voltage_std": 0, "xrf composition": "Au-0.167-Ga-0.667-Pd-0.167"}, {"Ag": 0, "Au": 0.167, "Cd": 0, "Cu": 0, "Ga": 0.667, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.167, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 52510.37, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 51.9, "fe_co_std": 0, "fe_gas_total_mean": 85.59, "fe_gas_total_std": 0, "fe_h2_mean": 33.68, "fe_h2_std": 0, "fe_liquid_mean": 14.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 51.9, "max_partial_current_gas_total_mean": 237.15, "max_partial_current_h2_mean": 224.31, "max_partial_current_liquid_mean": 62.85, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 51.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.59, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 33.68, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.41, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 3.2, "voltage_std": 0, "xrf composition": "Au-0.167-Ga-0.667-Pd-0.167"}, {"Ag": 0, "Au": 0.167, "Cd": 0, "Cu": 0, "Ga": 0.667, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.167, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 52510.37, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 34.2, "fe_co_std": 0, "fe_gas_total_mean": 80.43, "fe_gas_total_std": 0, "fe_h2_mean": 46.22, "fe_h2_std": 0, "fe_liquid_mean": 19.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 51.9, "max_partial_current_gas_total_mean": 237.15, "max_partial_current_h2_mean": 224.31, "max_partial_current_liquid_mean": 62.85, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 51.3, "partial_current_co_std": 0, "partial_current_gas_total_mean": 120.65, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 69.33, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Au-0.167-Ga-0.667-Pd-0.167"}, {"Ag": 0, "Au": 0.167, "Cd": 0, "Cu": 0, "Ga": 0.667, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.167, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 52510.37, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 14.71, "fe_co_std": 0, "fe_gas_total_mean": 77.2, "fe_gas_total_std": 0, "fe_h2_mean": 62.47, "fe_h2_std": 0, "fe_liquid_mean": 22.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 51.9, "max_partial_current_gas_total_mean": 237.15, "max_partial_current_h2_mean": 224.31, "max_partial_current_liquid_mean": 62.85, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 154.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 124.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 45.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 3.62, "voltage_std": 0, "xrf composition": "Au-0.167-Ga-0.667-Pd-0.167"}, {"Ag": 0, "Au": 0.167, "Cd": 0, "Cu": 0, "Ga": 0.667, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.167, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 52510.37, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.27, "fe_co_std": 0, "fe_gas_total_mean": 79.05, "fe_gas_total_std": 0, "fe_h2_mean": 74.77, "fe_h2_std": 0, "fe_liquid_mean": 20.95, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 51.9, "max_partial_current_gas_total_mean": 237.15, "max_partial_current_h2_mean": 224.31, "max_partial_current_liquid_mean": 62.85, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.81, "partial_current_co_std": 0, "partial_current_gas_total_mean": 237.15, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 224.31, "partial_current_h2_std": 0, "partial_current_liquid_mean": 62.85, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.167-Ga-0.667-Pd-0.167_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.167-Ga-0.667-Pd-0.167", "voltage_mean": 3.75, "voltage_std": 0, "xrf composition": "Au-0.167-Ga-0.667-Pd-0.167"}, {"Ag": 0, "Au": 0.191, "Cd": 0, "Cu": 0, "Ga": 0.368, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.441, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 64273.06, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 2.26, "voltage_std": 0, "xrf composition": "Au-0.191-Ga-0.368-Pd-0.441"}, {"Ag": 0, "Au": 0.191, "Cd": 0, "Cu": 0, "Ga": 0.368, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.441, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 64273.06, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 65.7, "fe_co_std": 0, "fe_gas_total_mean": 90.2, "fe_gas_total_std": 0, "fe_h2_mean": 24.49, "fe_h2_std": 0, "fe_liquid_mean": 9.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 64.67, "max_partial_current_gas_total_mean": 231.69, "max_partial_current_h2_mean": 212.43, "max_partial_current_liquid_mean": 68.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.85, "partial_current_co_std": 0, "partial_current_gas_total_mean": 45.1, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 12.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 4.9, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 2.8, "voltage_std": 0, "xrf composition": "Au-0.191-Ga-0.368-Pd-0.441"}, {"Ag": 0, "Au": 0.191, "Cd": 0, "Cu": 0, "Ga": 0.368, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.441, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 64273.06, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 58.87, "fe_co_std": 0, "fe_gas_total_mean": 86.3, "fe_gas_total_std": 0, "fe_h2_mean": 27.43, "fe_h2_std": 0, "fe_liquid_mean": 13.7, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 64.67, "max_partial_current_gas_total_mean": 231.69, "max_partial_current_h2_mean": 212.43, "max_partial_current_liquid_mean": 68.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 58.87, "partial_current_co_std": 0, "partial_current_gas_total_mean": 86.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 27.43, "partial_current_h2_std": 0, "partial_current_liquid_mean": 13.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 3.26, "voltage_std": 0, "xrf composition": "Au-0.191-Ga-0.368-Pd-0.441"}, {"Ag": 0, "Au": 0.191, "Cd": 0, "Cu": 0, "Ga": 0.368, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.441, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 64273.06, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 43.11, "fe_co_std": 0, "fe_gas_total_mean": 80.51, "fe_gas_total_std": 0, "fe_h2_mean": 37.39, "fe_h2_std": 0, "fe_liquid_mean": 19.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 64.67, "max_partial_current_gas_total_mean": 231.69, "max_partial_current_h2_mean": 212.43, "max_partial_current_liquid_mean": 68.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 64.67, "partial_current_co_std": 0, "partial_current_gas_total_mean": 120.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 56.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.23, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 3.46, "voltage_std": 0, "xrf composition": "Au-0.191-Ga-0.368-Pd-0.441"}, {"Ag": 0, "Au": 0.191, "Cd": 0, "Cu": 0, "Ga": 0.368, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.441, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 64273.06, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 25.55, "fe_co_std": 0, "fe_gas_total_mean": 75.17, "fe_gas_total_std": 0, "fe_h2_mean": 49.6, "fe_h2_std": 0, "fe_liquid_mean": 24.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 64.67, "max_partial_current_gas_total_mean": 231.69, "max_partial_current_h2_mean": 212.43, "max_partial_current_liquid_mean": 68.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 51.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 150.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 99.2, "partial_current_h2_std": 0, "partial_current_liquid_mean": 49.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 3.68, "voltage_std": 0, "xrf composition": "Au-0.191-Ga-0.368-Pd-0.441"}, {"Ag": 0, "Au": 0.191, "Cd": 0, "Cu": 0, "Ga": 0.368, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.441, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 64273.06, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 6.4, "fe_co_std": 0, "fe_gas_total_mean": 77.23, "fe_gas_total_std": 0, "fe_h2_mean": 70.81, "fe_h2_std": 0, "fe_liquid_mean": 22.77, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 64.67, "max_partial_current_gas_total_mean": 231.69, "max_partial_current_h2_mean": 212.43, "max_partial_current_liquid_mean": 68.31, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.2, "partial_current_co_std": 0, "partial_current_gas_total_mean": 231.69, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 212.43, "partial_current_h2_std": 0, "partial_current_liquid_mean": 68.31, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 3.93, "voltage_std": 0, "xrf composition": "Au-0.191-Ga-0.368-Pd-0.441"}, {"Ag": 0, "Au": 0.196, "Cd": 0, "Cu": 0, "Ga": 0.416, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.388, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 63777.87, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 2.29, "voltage_std": 0, "xrf composition": "Au-0.196-Ga-0.416-Pd-0.388"}, {"Ag": 0, "Au": 0.196, "Cd": 0, "Cu": 0, "Ga": 0.416, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.388, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 63777.87, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 51.98, "fe_co_std": 0, "fe_gas_total_mean": 86.08, "fe_gas_total_std": 0, "fe_h2_mean": 34.09, "fe_h2_std": 0, "fe_liquid_mean": 13.92, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 39.71, "max_partial_current_gas_total_mean": 233.76, "max_partial_current_h2_mean": 227.34, "max_partial_current_liquid_mean": 66.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.99, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.04, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 17.05, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.96, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 2.74, "voltage_std": 0, "xrf composition": "Au-0.196-Ga-0.416-Pd-0.388"}, {"Ag": 0, "Au": 0.196, "Cd": 0, "Cu": 0, "Ga": 0.416, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.388, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 63777.87, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 39.71, "fe_co_std": 0, "fe_gas_total_mean": 81.8, "fe_gas_total_std": 0, "fe_h2_mean": 42.08, "fe_h2_std": 0, "fe_liquid_mean": 18.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 39.71, "max_partial_current_gas_total_mean": 233.76, "max_partial_current_h2_mean": 227.34, "max_partial_current_liquid_mean": 66.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 39.71, "partial_current_co_std": 0, "partial_current_gas_total_mean": 81.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 42.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 3.1, "voltage_std": 0, "xrf composition": "Au-0.196-Ga-0.416-Pd-0.388"}, {"Ag": 0, "Au": 0.196, "Cd": 0, "Cu": 0, "Ga": 0.416, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.388, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 63777.87, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 21.04, "fe_co_std": 0, "fe_gas_total_mean": 76.51, "fe_gas_total_std": 0, "fe_h2_mean": 55.46, "fe_h2_std": 0, "fe_liquid_mean": 23.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 39.71, "max_partial_current_gas_total_mean": 233.76, "max_partial_current_h2_mean": 227.34, "max_partial_current_liquid_mean": 66.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.56, "partial_current_co_std": 0, "partial_current_gas_total_mean": 114.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 83.19, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.23, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 3.36, "voltage_std": 0, "xrf composition": "Au-0.196-Ga-0.416-Pd-0.388"}, {"Ag": 0, "Au": 0.196, "Cd": 0, "Cu": 0, "Ga": 0.416, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.388, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 63777.87, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 8.16, "fe_co_std": 0, "fe_gas_total_mean": 77.57, "fe_gas_total_std": 0, "fe_h2_mean": 69.38, "fe_h2_std": 0, "fe_liquid_mean": 22.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 39.71, "max_partial_current_gas_total_mean": 233.76, "max_partial_current_h2_mean": 227.34, "max_partial_current_liquid_mean": 66.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.32, "partial_current_co_std": 0, "partial_current_gas_total_mean": 155.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 138.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 44.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 3.52, "voltage_std": 0, "xrf composition": "Au-0.196-Ga-0.416-Pd-0.388"}, {"Ag": 0, "Au": 0.196, "Cd": 0, "Cu": 0, "Ga": 0.416, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.388, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 63777.87, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 2.14, "fe_co_std": 0, "fe_gas_total_mean": 77.92, "fe_gas_total_std": 0, "fe_h2_mean": 75.78, "fe_h2_std": 0, "fe_liquid_mean": 22.08, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 39.71, "max_partial_current_gas_total_mean": 233.76, "max_partial_current_h2_mean": 227.34, "max_partial_current_liquid_mean": 66.24, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 233.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 227.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 66.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Au-0.196-Ga-0.416-Pd-0.388"}, {"Ag": 0, "Au": 0.198, "Cd": 0, "Cu": 0, "Ga": 0.401, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.402, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 64392.71, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 2.14, "voltage_std": 0, "xrf composition": "Au-0.198-Ga-0.401-Pd-0.402"}, {"Ag": 0, "Au": 0.198, "Cd": 0, "Cu": 0, "Ga": 0.401, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.402, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 64392.71, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 55.83, "fe_co_std": 0, "fe_gas_total_mean": 85.49, "fe_gas_total_std": 0, "fe_h2_mean": 29.65, "fe_h2_std": 0, "fe_liquid_mean": 14.51, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 44.3, "max_partial_current_gas_total_mean": 235.74, "max_partial_current_h2_mean": 226.47, "max_partial_current_liquid_mean": 64.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.92, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.74, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 14.82, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.26, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 2.72, "voltage_std": 0, "xrf composition": "Au-0.198-Ga-0.401-Pd-0.402"}, {"Ag": 0, "Au": 0.198, "Cd": 0, "Cu": 0, "Ga": 0.401, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.402, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 64392.71, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 44.3, "fe_co_std": 0, "fe_gas_total_mean": 80.07, "fe_gas_total_std": 0, "fe_h2_mean": 35.76, "fe_h2_std": 0, "fe_liquid_mean": 19.93, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 44.3, "max_partial_current_gas_total_mean": 235.74, "max_partial_current_h2_mean": 226.47, "max_partial_current_liquid_mean": 64.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 44.3, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.07, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.93, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 3.07, "voltage_std": 0, "xrf composition": "Au-0.198-Ga-0.401-Pd-0.402"}, {"Ag": 0, "Au": 0.198, "Cd": 0, "Cu": 0, "Ga": 0.401, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.402, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 64392.71, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 28.83, "fe_co_std": 0, "fe_gas_total_mean": 74.79, "fe_gas_total_std": 0, "fe_h2_mean": 45.95, "fe_h2_std": 0, "fe_liquid_mean": 25.21, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 44.3, "max_partial_current_gas_total_mean": 235.74, "max_partial_current_h2_mean": 226.47, "max_partial_current_liquid_mean": 64.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 43.24, "partial_current_co_std": 0, "partial_current_gas_total_mean": 112.19, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 68.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 37.82, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Au-0.198-Ga-0.401-Pd-0.402"}, {"Ag": 0, "Au": 0.198, "Cd": 0, "Cu": 0, "Ga": 0.401, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.402, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 64392.71, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 15.09, "fe_co_std": 0, "fe_gas_total_mean": 74.91, "fe_gas_total_std": 0, "fe_h2_mean": 59.79, "fe_h2_std": 0, "fe_liquid_mean": 25.09, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 44.3, "max_partial_current_gas_total_mean": 235.74, "max_partial_current_h2_mean": 226.47, "max_partial_current_liquid_mean": 64.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.18, "partial_current_co_std": 0, "partial_current_gas_total_mean": 149.82, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 119.58, "partial_current_h2_std": 0, "partial_current_liquid_mean": 50.18, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 3.49, "voltage_std": 0, "xrf composition": "Au-0.198-Ga-0.401-Pd-0.402"}, {"Ag": 0, "Au": 0.198, "Cd": 0, "Cu": 0, "Ga": 0.401, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.402, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241030, "batch number": 27, "cost_per_gram": 64392.71, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 3.07, "fe_co_std": 0, "fe_gas_total_mean": 78.58, "fe_gas_total_std": 0, "fe_h2_mean": 75.49, "fe_h2_std": 0, "fe_liquid_mean": 21.42, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 44.3, "max_partial_current_gas_total_mean": 235.74, "max_partial_current_h2_mean": 226.47, "max_partial_current_liquid_mean": 64.26, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 9.21, "partial_current_co_std": 0, "partial_current_gas_total_mean": 235.74, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 226.47, "partial_current_h2_std": 0, "partial_current_liquid_mean": 64.26, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp27_241030_Au-0.2-Ga-0.4-Pd-0.4_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.2-Ga-0.4-Pd-0.4", "voltage_mean": 3.6, "voltage_std": 0, "xrf composition": "Au-0.198-Ga-0.401-Pd-0.402"}, {"Ag": 0, "Au": 0.084, "Cd": 0, "Cu": 0.459, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.458, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 46995.31, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp28_240927_Au-0.1-Cu-0.4-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.1-Cu-0.4-Pd-0.5", "voltage_mean": 2.48, "voltage_std": 0, "xrf composition": "Au-0.084-Cu-0.459-Pd-0.458"}, {"Ag": 0, "Au": 0.084, "Cd": 0, "Cu": 0.459, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.458, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 46995.31, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 42.3, "fe_co_std": 0, "fe_gas_total_mean": 71.13, "fe_gas_total_std": 0, "fe_h2_mean": 28.8, "fe_h2_std": 0, "fe_liquid_mean": 28.87, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.2, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 49.98, "max_partial_current_gas_total_mean": 232.65, "max_partial_current_h2_mean": 208.53, "max_partial_current_liquid_mean": 67.35, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.15, "partial_current_co_std": 0, "partial_current_gas_total_mean": 35.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 14.4, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.1-Cu-0.4-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.1-Cu-0.4-Pd-0.5", "voltage_mean": 3.2, "voltage_std": 0, "xrf composition": "Au-0.084-Cu-0.459-Pd-0.458"}, {"Ag": 0, "Au": 0.084, "Cd": 0, "Cu": 0.459, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.458, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 46995.31, "current density": 100, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 39.39, "fe_co_std": 0, "fe_gas_total_mean": 66.38, "fe_gas_total_std": 0, "fe_h2_mean": 26.9, "fe_h2_std": 0, "fe_liquid_mean": 33.62, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.2, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 49.98, "max_partial_current_gas_total_mean": 232.65, "max_partial_current_h2_mean": 208.53, "max_partial_current_liquid_mean": 67.35, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 39.39, "partial_current_co_std": 0, "partial_current_gas_total_mean": 66.38, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 26.9, "partial_current_h2_std": 0, "partial_current_liquid_mean": 33.62, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.1-Cu-0.4-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.1-Cu-0.4-Pd-0.5", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Au-0.084-Cu-0.459-Pd-0.458"}, {"Ag": 0, "Au": 0.084, "Cd": 0, "Cu": 0.459, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.458, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 46995.31, "current density": 150, "fe_c2h4_mean": 0.1, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 33.32, "fe_co_std": 0, "fe_gas_total_mean": 65.76, "fe_gas_total_std": 0, "fe_h2_mean": 32.27, "fe_h2_std": 0, "fe_liquid_mean": 34.24, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.2, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 49.98, "max_partial_current_gas_total_mean": 232.65, "max_partial_current_h2_mean": 208.53, "max_partial_current_liquid_mean": 67.35, "partial_current_c2h4_mean": 0.15, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0, "partial_current_co_mean": 49.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 98.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 48.41, "partial_current_h2_std": 0, "partial_current_liquid_mean": 51.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.1-Cu-0.4-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.1-Cu-0.4-Pd-0.5", "voltage_mean": 3.73, "voltage_std": 0, "xrf composition": "Au-0.084-Cu-0.459-Pd-0.458"}, {"Ag": 0, "Au": 0.084, "Cd": 0, "Cu": 0.459, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.458, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 46995.31, "current density": 200, "fe_c2h4_mean": 0.1, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0, "fe_co_mean": 22.48, "fe_co_std": 0, "fe_gas_total_mean": 71.32, "fe_gas_total_std": 0, "fe_h2_mean": 48.61, "fe_h2_std": 0, "fe_liquid_mean": 28.68, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.2, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 49.98, "max_partial_current_gas_total_mean": 232.65, "max_partial_current_h2_mean": 208.53, "max_partial_current_liquid_mean": 67.35, "partial_current_c2h4_mean": 0.2, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.26, "partial_current_ch4_std": 0, "partial_current_co_mean": 44.96, "partial_current_co_std": 0, "partial_current_gas_total_mean": 142.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 97.22, "partial_current_h2_std": 0, "partial_current_liquid_mean": 57.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.1-Cu-0.4-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.1-Cu-0.4-Pd-0.5", "voltage_mean": 3.9, "voltage_std": 0, "xrf composition": "Au-0.084-Cu-0.459-Pd-0.458"}, {"Ag": 0, "Au": 0.084, "Cd": 0, "Cu": 0.459, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.458, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 46995.31, "current density": 300, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 7.94, "fe_co_std": 0, "fe_gas_total_mean": 77.55, "fe_gas_total_std": 0, "fe_h2_mean": 69.51, "fe_h2_std": 0, "fe_liquid_mean": 22.45, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.2, "max_partial_current_ch4_mean": 0.26, "max_partial_current_co_mean": 49.98, "max_partial_current_gas_total_mean": 232.65, "max_partial_current_h2_mean": 208.53, "max_partial_current_liquid_mean": 67.35, "partial_current_c2h4_mean": 0.09, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.82, "partial_current_co_std": 0, "partial_current_gas_total_mean": 232.65, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 208.53, "partial_current_h2_std": 0, "partial_current_liquid_mean": 67.35, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.1-Cu-0.4-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.1-Cu-0.4-Pd-0.5", "voltage_mean": 4.03, "voltage_std": 0, "xrf composition": "Au-0.084-Cu-0.459-Pd-0.458"}, {"Ag": 0, "Au": 0.124, "Cd": 0, "Cu": 0.278, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.598, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 58261.65, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp28_240927_Au-0.125-Cu-0.25-Pd-0.625_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.125-Cu-0.25-Pd-0.625", "voltage_mean": 2.2699999999999996, "voltage_std": 0.01414213562373112, "xrf composition": "Au-0.124-Cu-0.278-Pd-0.598"}, {"Ag": 0, "Au": 0.124, "Cd": 0, "Cu": 0.278, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.598, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 58261.65, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 28.68, "fe_co_std": 13.92, "fe_gas_total_mean": 78.4, "fe_gas_total_std": 6.22, "fe_h2_mean": 49.72, "fe_h2_std": 20.15, "fe_liquid_mean": 21.6, "fe_liquid_std": 6.22, "max_partial_current_c2h4_mean": 0.18, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 54.58, "max_partial_current_gas_total_mean": 244.37, "max_partial_current_h2_mean": 206.7, "max_partial_current_liquid_mean": 55.63, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.34, "partial_current_co_std": 6.96, "partial_current_gas_total_mean": 39.2, "partial_current_gas_total_std": 3.11, "partial_current_h2_mean": 24.86, "partial_current_h2_std": 10.07, "partial_current_liquid_mean": 10.8, "partial_current_liquid_std": 3.11, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.125-Cu-0.25-Pd-0.625_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.125-Cu-0.25-Pd-0.625", "voltage_mean": 2.875, "voltage_std": 0.16263455967290624, "xrf composition": "Au-0.124-Cu-0.278-Pd-0.598"}, {"Ag": 0, "Au": 0.124, "Cd": 0, "Cu": 0.278, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.598, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 58261.65, "current density": 100, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0.08, "fe_ch4_mean": 0.06, "fe_ch4_std": 0.05, "fe_co_mean": 39.3, "fe_co_std": 2.06, "fe_gas_total_mean": 75.37, "fe_gas_total_std": 6.97, "fe_h2_mean": 35.95, "fe_h2_std": 4.78, "fe_liquid_mean": 24.64, "fe_liquid_std": 6.97, "max_partial_current_c2h4_mean": 0.18, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 54.58, "max_partial_current_gas_total_mean": 244.37, "max_partial_current_h2_mean": 206.7, "max_partial_current_liquid_mean": 55.63, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0.08, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 39.3, "partial_current_co_std": 2.06, "partial_current_gas_total_mean": 75.37, "partial_current_gas_total_std": 6.97, "partial_current_h2_mean": 35.95, "partial_current_h2_std": 4.78, "partial_current_liquid_mean": 24.64, "partial_current_liquid_std": 6.97, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.125-Cu-0.25-Pd-0.625_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.125-Cu-0.25-Pd-0.625", "voltage_mean": 3.41, "voltage_std": 0.16970562748477142, "xrf composition": "Au-0.124-Cu-0.278-Pd-0.598"}, {"Ag": 0, "Au": 0.124, "Cd": 0, "Cu": 0.278, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.598, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 58261.65, "current density": 150, "fe_c2h4_mean": 0.09, "fe_c2h4_std": 0.1, "fe_ch4_mean": 0.11, "fe_ch4_std": 0.09, "fe_co_mean": 34.48, "fe_co_std": 1.58, "fe_gas_total_mean": 76.68, "fe_gas_total_std": 8.57, "fe_h2_mean": 42, "fe_h2_std": 6.8, "fe_liquid_mean": 23.32, "fe_liquid_std": 8.57, "max_partial_current_c2h4_mean": 0.18, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 54.58, "max_partial_current_gas_total_mean": 244.37, "max_partial_current_h2_mean": 206.7, "max_partial_current_liquid_mean": 55.63, "partial_current_c2h4_mean": 0.14, "partial_current_c2h4_std": 0.15, "partial_current_ch4_mean": 0.16, "partial_current_ch4_std": 0.14, "partial_current_co_mean": 51.71, "partial_current_co_std": 2.37, "partial_current_gas_total_mean": 115.02, "partial_current_gas_total_std": 12.86, "partial_current_h2_mean": 63, "partial_current_h2_std": 10.2, "partial_current_liquid_mean": 34.98, "partial_current_liquid_std": 12.86, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.125-Cu-0.25-Pd-0.625_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.125-Cu-0.25-Pd-0.625", "voltage_mean": 3.6, "voltage_std": 0.14142135623730964, "xrf composition": "Au-0.124-Cu-0.278-Pd-0.598"}, {"Ag": 0, "Au": 0.124, "Cd": 0, "Cu": 0.278, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.598, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 58261.65, "current density": 200, "fe_c2h4_mean": 0.09, "fe_c2h4_std": 0.08, "fe_ch4_mean": 0.18, "fe_ch4_std": 0.14, "fe_co_mean": 27.29, "fe_co_std": 2.32, "fe_gas_total_mean": 78.86, "fe_gas_total_std": 6.86, "fe_h2_mean": 51.3, "fe_h2_std": 4.31, "fe_liquid_mean": 21.14, "fe_liquid_std": 6.86, "max_partial_current_c2h4_mean": 0.18, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 54.58, "max_partial_current_gas_total_mean": 244.37, "max_partial_current_h2_mean": 206.7, "max_partial_current_liquid_mean": 55.63, "partial_current_c2h4_mean": 0.18, "partial_current_c2h4_std": 0.17, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0.28, "partial_current_co_mean": 54.58, "partial_current_co_std": 4.64, "partial_current_gas_total_mean": 157.72, "partial_current_gas_total_std": 13.72, "partial_current_h2_mean": 102.59, "partial_current_h2_std": 8.61, "partial_current_liquid_mean": 42.28, "partial_current_liquid_std": 13.72, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.125-Cu-0.25-Pd-0.625_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.125-Cu-0.25-Pd-0.625", "voltage_mean": 3.7750000000000004, "voltage_std": 0.13435028842544414, "xrf composition": "Au-0.124-Cu-0.278-Pd-0.598"}, {"Ag": 0, "Au": 0.124, "Cd": 0, "Cu": 0.278, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.598, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 58261.65, "current density": 300, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0.06, "fe_ch4_mean": 0.16, "fe_ch4_std": 0.16, "fe_co_mean": 12.33, "fe_co_std": 3.41, "fe_gas_total_mean": 81.46, "fe_gas_total_std": 3.81, "fe_h2_mean": 68.9, "fe_h2_std": 0.18, "fe_liquid_mean": 18.54, "fe_liquid_std": 3.81, "max_partial_current_c2h4_mean": 0.18, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 54.58, "max_partial_current_gas_total_mean": 244.37, "max_partial_current_h2_mean": 206.7, "max_partial_current_liquid_mean": 55.63, "partial_current_c2h4_mean": 0.16, "partial_current_c2h4_std": 0.19, "partial_current_ch4_mean": 0.48, "partial_current_ch4_std": 0.47, "partial_current_co_mean": 36.99, "partial_current_co_std": 10.22, "partial_current_gas_total_mean": 244.37, "partial_current_gas_total_std": 11.43, "partial_current_h2_mean": 206.7, "partial_current_h2_std": 0.55, "partial_current_liquid_mean": 55.63, "partial_current_liquid_std": 11.43, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.125-Cu-0.25-Pd-0.625_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.125-Cu-0.25-Pd-0.625", "voltage_mean": 3.905, "voltage_std": 0.14849242404917495, "xrf composition": "Au-0.124-Cu-0.278-Pd-0.598"}, {"Ag": 0, "Au": 0.126, "Cd": 0, "Cu": 0.292, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.582, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 58213.58, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp28_240927_Au-0.125-Cu-0.25-Pd-0.625_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.125-Cu-0.25-Pd-0.625", "voltage_mean": 2.26, "voltage_std": 0, "xrf composition": "Au-0.126-Cu-0.292-Pd-0.582"}, {"Ag": 0, "Au": 0.126, "Cd": 0, "Cu": 0.292, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.582, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 58213.58, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 16.52, "fe_co_std": 0, "fe_gas_total_mean": 87.61, "fe_gas_total_std": 0, "fe_h2_mean": 71.09, "fe_h2_std": 0, "fe_liquid_mean": 12.39, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.24, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 50.59, "max_partial_current_gas_total_mean": 248.31, "max_partial_current_h2_mean": 222.66, "max_partial_current_liquid_mean": 51.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.26, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.125-Cu-0.25-Pd-0.625_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.125-Cu-0.25-Pd-0.625", "voltage_mean": 2.67, "voltage_std": 0, "xrf composition": "Au-0.126-Cu-0.292-Pd-0.582"}, {"Ag": 0, "Au": 0.126, "Cd": 0, "Cu": 0.292, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.582, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 58213.58, "current density": 100, "fe_c2h4_mean": 0.09, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 41.82, "fe_co_std": 0, "fe_gas_total_mean": 79.95, "fe_gas_total_std": 0, "fe_h2_mean": 37.97, "fe_h2_std": 0, "fe_liquid_mean": 20.05, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.24, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 50.59, "max_partial_current_gas_total_mean": 248.31, "max_partial_current_h2_mean": 222.66, "max_partial_current_liquid_mean": 51.69, "partial_current_c2h4_mean": 0.09, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 41.82, "partial_current_co_std": 0, "partial_current_gas_total_mean": 79.95, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 37.97, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.05, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.125-Cu-0.25-Pd-0.625_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.125-Cu-0.25-Pd-0.625", "voltage_mean": 3.43, "voltage_std": 0, "xrf composition": "Au-0.126-Cu-0.292-Pd-0.582"}, {"Ag": 0, "Au": 0.126, "Cd": 0, "Cu": 0.292, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.582, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 58213.58, "current density": 150, "fe_c2h4_mean": 0.13, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0, "fe_co_mean": 33.73, "fe_co_std": 0, "fe_gas_total_mean": 80.95, "fe_gas_total_std": 0, "fe_h2_mean": 46.96, "fe_h2_std": 0, "fe_liquid_mean": 19.05, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.24, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 50.59, "max_partial_current_gas_total_mean": 248.31, "max_partial_current_h2_mean": 222.66, "max_partial_current_liquid_mean": 51.69, "partial_current_c2h4_mean": 0.2, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.2, "partial_current_ch4_std": 0, "partial_current_co_mean": 50.59, "partial_current_co_std": 0, "partial_current_gas_total_mean": 121.42, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 70.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.58, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.125-Cu-0.25-Pd-0.625_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.125-Cu-0.25-Pd-0.625", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Au-0.126-Cu-0.292-Pd-0.582"}, {"Ag": 0, "Au": 0.126, "Cd": 0, "Cu": 0.292, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.582, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 58213.58, "current density": 200, "fe_c2h4_mean": 0.12, "fe_c2h4_std": 0, "fe_ch4_mean": 0.18, "fe_ch4_std": 0, "fe_co_mean": 22.33, "fe_co_std": 0, "fe_gas_total_mean": 83.34, "fe_gas_total_std": 0, "fe_h2_mean": 60.7, "fe_h2_std": 0, "fe_liquid_mean": 16.66, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.24, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 50.59, "max_partial_current_gas_total_mean": 248.31, "max_partial_current_h2_mean": 222.66, "max_partial_current_liquid_mean": 51.69, "partial_current_c2h4_mean": 0.24, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 44.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 166.68, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 121.4, "partial_current_h2_std": 0, "partial_current_liquid_mean": 33.32, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.125-Cu-0.25-Pd-0.625_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.125-Cu-0.25-Pd-0.625", "voltage_mean": 3.79, "voltage_std": 0, "xrf composition": "Au-0.126-Cu-0.292-Pd-0.582"}, {"Ag": 0, "Au": 0.126, "Cd": 0, "Cu": 0.292, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.582, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 58213.58, "current density": 300, "fe_c2h4_mean": 0.05, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 8.4, "fe_co_std": 0, "fe_gas_total_mean": 82.77, "fe_gas_total_std": 0, "fe_h2_mean": 74.22, "fe_h2_std": 0, "fe_liquid_mean": 17.23, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.24, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 50.59, "max_partial_current_gas_total_mean": 248.31, "max_partial_current_h2_mean": 222.66, "max_partial_current_liquid_mean": 51.69, "partial_current_c2h4_mean": 0.15, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.3, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.2, "partial_current_co_std": 0, "partial_current_gas_total_mean": 248.31, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 222.66, "partial_current_h2_std": 0, "partial_current_liquid_mean": 51.69, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.125-Cu-0.25-Pd-0.625_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.125-Cu-0.25-Pd-0.625", "voltage_mean": 3.93, "voltage_std": 0, "xrf composition": "Au-0.126-Cu-0.292-Pd-0.582"}, {"Ag": 0, "Au": 0.293, "Cd": 0, "Cu": 0.171, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.536, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 80790.14, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp28_240927_Au-0.25-Cu-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Pd-0.5", "voltage_mean": 2.43, "voltage_std": 0, "xrf composition": "Au-0.293-Cu-0.171-Pd-0.536"}, {"Ag": 0, "Au": 0.293, "Cd": 0, "Cu": 0.171, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.536, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 80790.14, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 25.76, "fe_co_std": 0, "fe_gas_total_mean": 67.8, "fe_gas_total_std": 0, "fe_h2_mean": 42.03, "fe_h2_std": 0, "fe_liquid_mean": 32.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 39.6, "max_partial_current_gas_total_mean": 201.12, "max_partial_current_h2_mean": 171.93, "max_partial_current_liquid_mean": 98.88, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 33.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 21.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.1, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.25-Cu-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Pd-0.5", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Au-0.293-Cu-0.171-Pd-0.536"}, {"Ag": 0, "Au": 0.293, "Cd": 0, "Cu": 0.171, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.536, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 80790.14, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 24.47, "fe_co_std": 0, "fe_gas_total_mean": 57.02, "fe_gas_total_std": 0, "fe_h2_mean": 32.53, "fe_h2_std": 0, "fe_liquid_mean": 42.98, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 39.6, "max_partial_current_gas_total_mean": 201.12, "max_partial_current_h2_mean": 171.93, "max_partial_current_liquid_mean": 98.88, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 24.47, "partial_current_co_std": 0, "partial_current_gas_total_mean": 57.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 32.53, "partial_current_h2_std": 0, "partial_current_liquid_mean": 42.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.25-Cu-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Pd-0.5", "voltage_mean": 3.22, "voltage_std": 0, "xrf composition": "Au-0.293-Cu-0.171-Pd-0.536"}, {"Ag": 0, "Au": 0.293, "Cd": 0, "Cu": 0.171, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.536, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 80790.14, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 21.69, "fe_co_std": 0, "fe_gas_total_mean": 53.57, "fe_gas_total_std": 0, "fe_h2_mean": 31.85, "fe_h2_std": 0, "fe_liquid_mean": 46.43, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 39.6, "max_partial_current_gas_total_mean": 201.12, "max_partial_current_h2_mean": 171.93, "max_partial_current_liquid_mean": 98.88, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.53, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.36, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 47.78, "partial_current_h2_std": 0, "partial_current_liquid_mean": 69.64, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.25-Cu-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Pd-0.5", "voltage_mean": 3.41, "voltage_std": 0, "xrf composition": "Au-0.293-Cu-0.171-Pd-0.536"}, {"Ag": 0, "Au": 0.293, "Cd": 0, "Cu": 0.171, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.536, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 80790.14, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 19.8, "fe_co_std": 0, "fe_gas_total_mean": 52.25, "fe_gas_total_std": 0, "fe_h2_mean": 32.4, "fe_h2_std": 0, "fe_liquid_mean": 47.75, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 39.6, "max_partial_current_gas_total_mean": 201.12, "max_partial_current_h2_mean": 171.93, "max_partial_current_liquid_mean": 98.88, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 39.6, "partial_current_co_std": 0, "partial_current_gas_total_mean": 104.5, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 64.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 95.5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.25-Cu-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Pd-0.5", "voltage_mean": 3.57, "voltage_std": 0, "xrf composition": "Au-0.293-Cu-0.171-Pd-0.536"}, {"Ag": 0, "Au": 0.293, "Cd": 0, "Cu": 0.171, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.536, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 80790.14, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 9.67, "fe_co_std": 0, "fe_gas_total_mean": 67.04, "fe_gas_total_std": 0, "fe_h2_mean": 57.31, "fe_h2_std": 0, "fe_liquid_mean": 32.96, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.15, "max_partial_current_co_mean": 39.6, "max_partial_current_gas_total_mean": 201.12, "max_partial_current_h2_mean": 171.93, "max_partial_current_liquid_mean": 98.88, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.01, "partial_current_co_std": 0, "partial_current_gas_total_mean": 201.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 171.93, "partial_current_h2_std": 0, "partial_current_liquid_mean": 98.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.25-Cu-0.25-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.25-Pd-0.5", "voltage_mean": 3.74, "voltage_std": 0, "xrf composition": "Au-0.293-Cu-0.171-Pd-0.536"}, {"Ag": 0, "Au": 0.186, "Cd": 0, "Cu": 0.245, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.569, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 67329.16, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp28_240927_Au-0.25-Cu-0.5-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Pd-0.25", "voltage_mean": 2.33, "voltage_std": 0, "xrf composition": "Au-0.186-Cu-0.245-Pd-0.569"}, {"Ag": 0, "Au": 0.186, "Cd": 0, "Cu": 0.245, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.569, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 67329.16, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 28.64, "fe_co_std": 0, "fe_gas_total_mean": 74.11, "fe_gas_total_std": 0, "fe_h2_mean": 45.45, "fe_h2_std": 0, "fe_liquid_mean": 25.89, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.32, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 54.84, "max_partial_current_gas_total_mean": 235.92, "max_partial_current_h2_mean": 202.98, "max_partial_current_liquid_mean": 64.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.32, "partial_current_co_std": 0, "partial_current_gas_total_mean": 37.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 22.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.25-Cu-0.5-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Pd-0.25", "voltage_mean": 2.77, "voltage_std": 0, "xrf composition": "Au-0.186-Cu-0.245-Pd-0.569"}, {"Ag": 0, "Au": 0.186, "Cd": 0, "Cu": 0.245, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.569, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 67329.16, "current density": 100, "fe_c2h4_mean": 0.07, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 38.74, "fe_co_std": 0, "fe_gas_total_mean": 70.5, "fe_gas_total_std": 0, "fe_h2_mean": 31.66, "fe_h2_std": 0, "fe_liquid_mean": 29.5, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.32, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 54.84, "max_partial_current_gas_total_mean": 235.92, "max_partial_current_h2_mean": 202.98, "max_partial_current_liquid_mean": 64.08, "partial_current_c2h4_mean": 0.07, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 38.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 70.5, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.66, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.25-Cu-0.5-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Pd-0.25", "voltage_mean": 3.32, "voltage_std": 0, "xrf composition": "Au-0.186-Cu-0.245-Pd-0.569"}, {"Ag": 0, "Au": 0.186, "Cd": 0, "Cu": 0.245, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.569, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 67329.16, "current density": 150, "fe_c2h4_mean": 0.16, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 33.69, "fe_co_std": 0, "fe_gas_total_mean": 71.31, "fe_gas_total_std": 0, "fe_h2_mean": 37.39, "fe_h2_std": 0, "fe_liquid_mean": 28.69, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.32, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 54.84, "max_partial_current_gas_total_mean": 235.92, "max_partial_current_h2_mean": 202.98, "max_partial_current_liquid_mean": 64.08, "partial_current_c2h4_mean": 0.24, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0, "partial_current_co_mean": 50.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 106.96, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 56.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 43.04, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.25-Cu-0.5-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Pd-0.25", "voltage_mean": 3.53, "voltage_std": 0, "xrf composition": "Au-0.186-Cu-0.245-Pd-0.569"}, {"Ag": 0, "Au": 0.186, "Cd": 0, "Cu": 0.245, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.569, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 67329.16, "current density": 200, "fe_c2h4_mean": 0.16, "fe_c2h4_std": 0, "fe_ch4_mean": 0.2, "fe_ch4_std": 0, "fe_co_mean": 27.42, "fe_co_std": 0, "fe_gas_total_mean": 73.09, "fe_gas_total_std": 0, "fe_h2_mean": 45.3, "fe_h2_std": 0, "fe_liquid_mean": 26.91, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.32, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 54.84, "max_partial_current_gas_total_mean": 235.92, "max_partial_current_h2_mean": 202.98, "max_partial_current_liquid_mean": 64.08, "partial_current_c2h4_mean": 0.32, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.4, "partial_current_ch4_std": 0, "partial_current_co_mean": 54.84, "partial_current_co_std": 0, "partial_current_gas_total_mean": 146.18, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 90.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 53.82, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.25-Cu-0.5-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Pd-0.25", "voltage_mean": 3.72, "voltage_std": 0, "xrf composition": "Au-0.186-Cu-0.245-Pd-0.569"}, {"Ag": 0, "Au": 0.186, "Cd": 0, "Cu": 0.245, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.569, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 67329.16, "current density": 300, "fe_c2h4_mean": 0.06, "fe_c2h4_std": 0, "fe_ch4_mean": 0.16, "fe_ch4_std": 0, "fe_co_mean": 10.75, "fe_co_std": 0, "fe_gas_total_mean": 78.64, "fe_gas_total_std": 0, "fe_h2_mean": 67.66, "fe_h2_std": 0, "fe_liquid_mean": 21.36, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.32, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 54.84, "max_partial_current_gas_total_mean": 235.92, "max_partial_current_h2_mean": 202.98, "max_partial_current_liquid_mean": 64.08, "partial_current_c2h4_mean": 0.18, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.48, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.25, "partial_current_co_std": 0, "partial_current_gas_total_mean": 235.92, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 202.98, "partial_current_h2_std": 0, "partial_current_liquid_mean": 64.08, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.25-Cu-0.5-Pd-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.25-Cu-0.5-Pd-0.25", "voltage_mean": 3.83, "voltage_std": 0, "xrf composition": "Au-0.186-Cu-0.245-Pd-0.569"}, {"Ag": 0, "Au": 0.355, "Cd": 0, "Cu": 0.181, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.464, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 86883.42, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp28_240927_Au-0.4-Cu-0.2-Pd-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.4-Cu-0.2-Pd-0.4", "voltage_mean": 2.46, "voltage_std": 0, "xrf composition": "Au-0.355-Cu-0.181-Pd-0.464"}, {"Ag": 0, "Au": 0.355, "Cd": 0, "Cu": 0.181, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.464, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 86883.42, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 29.93, "fe_co_std": 0, "fe_gas_total_mean": 84.79, "fe_gas_total_std": 0, "fe_h2_mean": 54.85, "fe_h2_std": 0, "fe_liquid_mean": 15.21, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 26.7, "max_partial_current_gas_total_mean": 242.7, "max_partial_current_h2_mean": 227.76, "max_partial_current_liquid_mean": 57.3, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.96, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 27.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.4-Cu-0.2-Pd-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.4-Cu-0.2-Pd-0.4", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Au-0.355-Cu-0.181-Pd-0.464"}, {"Ag": 0, "Au": 0.355, "Cd": 0, "Cu": 0.181, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.464, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 86883.42, "current density": 100, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 26.13, "fe_co_std": 0, "fe_gas_total_mean": 73.52, "fe_gas_total_std": 0, "fe_h2_mean": 47.31, "fe_h2_std": 0, "fe_liquid_mean": 26.48, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 26.7, "max_partial_current_gas_total_mean": 242.7, "max_partial_current_h2_mean": 227.76, "max_partial_current_liquid_mean": 57.3, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.13, "partial_current_co_std": 0, "partial_current_gas_total_mean": 73.52, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 47.31, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.48, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.4-Cu-0.2-Pd-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.4-Cu-0.2-Pd-0.4", "voltage_mean": 3.43, "voltage_std": 0, "xrf composition": "Au-0.355-Cu-0.181-Pd-0.464"}, {"Ag": 0, "Au": 0.355, "Cd": 0, "Cu": 0.181, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.464, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 86883.42, "current density": 150, "fe_c2h4_mean": 0.04, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 17.8, "fe_co_std": 0, "fe_gas_total_mean": 74.65, "fe_gas_total_std": 0, "fe_h2_mean": 56.76, "fe_h2_std": 0, "fe_liquid_mean": 25.35, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 26.7, "max_partial_current_gas_total_mean": 242.7, "max_partial_current_h2_mean": 227.76, "max_partial_current_liquid_mean": 57.3, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.7, "partial_current_co_std": 0, "partial_current_gas_total_mean": 111.98, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 85.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 38.02, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.4-Cu-0.2-Pd-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.4-Cu-0.2-Pd-0.4", "voltage_mean": 3.6, "voltage_std": 0, "xrf composition": "Au-0.355-Cu-0.181-Pd-0.464"}, {"Ag": 0, "Au": 0.355, "Cd": 0, "Cu": 0.181, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.464, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 86883.42, "current density": 200, "fe_c2h4_mean": 0.03, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 11.79, "fe_co_std": 0, "fe_gas_total_mean": 77.08, "fe_gas_total_std": 0, "fe_h2_mean": 65.22, "fe_h2_std": 0, "fe_liquid_mean": 22.92, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 26.7, "max_partial_current_gas_total_mean": 242.7, "max_partial_current_h2_mean": 227.76, "max_partial_current_liquid_mean": 57.3, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 154.16, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 130.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 45.84, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.4-Cu-0.2-Pd-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.4-Cu-0.2-Pd-0.4", "voltage_mean": 3.72, "voltage_std": 0, "xrf composition": "Au-0.355-Cu-0.181-Pd-0.464"}, {"Ag": 0, "Au": 0.355, "Cd": 0, "Cu": 0.181, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.464, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 86883.42, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 4.94, "fe_co_std": 0, "fe_gas_total_mean": 80.9, "fe_gas_total_std": 0, "fe_h2_mean": 75.92, "fe_h2_std": 0, "fe_liquid_mean": 19.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.1, "max_partial_current_co_mean": 26.7, "max_partial_current_gas_total_mean": 242.7, "max_partial_current_h2_mean": 227.76, "max_partial_current_liquid_mean": 57.3, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.82, "partial_current_co_std": 0, "partial_current_gas_total_mean": 242.7, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 227.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 57.3, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.4-Cu-0.2-Pd-0.4_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.4-Cu-0.2-Pd-0.4", "voltage_mean": 3.85, "voltage_std": 0, "xrf composition": "Au-0.355-Cu-0.181-Pd-0.464"}, {"Ag": 0, "Au": 0.279, "Cd": 0, "Cu": 0.306, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.414, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 77493.94, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp28_240927_Au-0.4-Cu-0.5-Pd-0.1_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.4-Cu-0.5-Pd-0.1", "voltage_mean": 2.31, "voltage_std": 0, "xrf composition": "Au-0.279-Cu-0.306-Pd-0.414"}, {"Ag": 0, "Au": 0.279, "Cd": 0, "Cu": 0.306, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.414, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 77493.94, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 29.59, "fe_co_std": 0, "fe_gas_total_mean": 67.03, "fe_gas_total_std": 0, "fe_h2_mean": 37.42, "fe_h2_std": 0, "fe_liquid_mean": 32.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.52, "max_partial_current_ch4_mean": 0.54, "max_partial_current_co_mean": 38.66, "max_partial_current_gas_total_mean": 226.29, "max_partial_current_h2_mean": 205.77, "max_partial_current_liquid_mean": 80.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 33.52, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 18.71, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.48, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.4-Cu-0.5-Pd-0.1_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.4-Cu-0.5-Pd-0.1", "voltage_mean": 2.96, "voltage_std": 0, "xrf composition": "Au-0.279-Cu-0.306-Pd-0.414"}, {"Ag": 0, "Au": 0.279, "Cd": 0, "Cu": 0.306, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.414, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 77493.94, "current density": 100, "fe_c2h4_mean": 0.25, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 28.5, "fe_co_std": 0, "fe_gas_total_mean": 59.45, "fe_gas_total_std": 0, "fe_h2_mean": 30.63, "fe_h2_std": 0, "fe_liquid_mean": 40.55, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.52, "max_partial_current_ch4_mean": 0.54, "max_partial_current_co_mean": 38.66, "max_partial_current_gas_total_mean": 226.29, "max_partial_current_h2_mean": 205.77, "max_partial_current_liquid_mean": 80.6, "partial_current_c2h4_mean": 0.25, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0, "partial_current_co_mean": 28.5, "partial_current_co_std": 0, "partial_current_gas_total_mean": 59.45, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 30.63, "partial_current_h2_std": 0, "partial_current_liquid_mean": 40.55, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.4-Cu-0.5-Pd-0.1_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.4-Cu-0.5-Pd-0.1", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Au-0.279-Cu-0.306-Pd-0.414"}, {"Ag": 0, "Au": 0.279, "Cd": 0, "Cu": 0.306, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.414, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 77493.94, "current density": 150, "fe_c2h4_mean": 0.28, "fe_c2h4_std": 0, "fe_ch4_mean": 0.1, "fe_ch4_std": 0, "fe_co_mean": 23.87, "fe_co_std": 0, "fe_gas_total_mean": 57.69, "fe_gas_total_std": 0, "fe_h2_mean": 33.44, "fe_h2_std": 0, "fe_liquid_mean": 42.31, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.52, "max_partial_current_ch4_mean": 0.54, "max_partial_current_co_mean": 38.66, "max_partial_current_gas_total_mean": 226.29, "max_partial_current_h2_mean": 205.77, "max_partial_current_liquid_mean": 80.6, "partial_current_c2h4_mean": 0.42, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.15, "partial_current_ch4_std": 0, "partial_current_co_mean": 35.8, "partial_current_co_std": 0, "partial_current_gas_total_mean": 86.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 50.16, "partial_current_h2_std": 0, "partial_current_liquid_mean": 63.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.4-Cu-0.5-Pd-0.1_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.4-Cu-0.5-Pd-0.1", "voltage_mean": 3.52, "voltage_std": 0, "xrf composition": "Au-0.279-Cu-0.306-Pd-0.414"}, {"Ag": 0, "Au": 0.279, "Cd": 0, "Cu": 0.306, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.414, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 77493.94, "current density": 200, "fe_c2h4_mean": 0.26, "fe_c2h4_std": 0, "fe_ch4_mean": 0.23, "fe_ch4_std": 0, "fe_co_mean": 19.33, "fe_co_std": 0, "fe_gas_total_mean": 59.7, "fe_gas_total_std": 0, "fe_h2_mean": 39.88, "fe_h2_std": 0, "fe_liquid_mean": 40.3, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.52, "max_partial_current_ch4_mean": 0.54, "max_partial_current_co_mean": 38.66, "max_partial_current_gas_total_mean": 226.29, "max_partial_current_h2_mean": 205.77, "max_partial_current_liquid_mean": 80.6, "partial_current_c2h4_mean": 0.52, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.46, "partial_current_ch4_std": 0, "partial_current_co_mean": 38.66, "partial_current_co_std": 0, "partial_current_gas_total_mean": 119.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 79.76, "partial_current_h2_std": 0, "partial_current_liquid_mean": 80.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.4-Cu-0.5-Pd-0.1_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.4-Cu-0.5-Pd-0.1", "voltage_mean": 3.69, "voltage_std": 0, "xrf composition": "Au-0.279-Cu-0.306-Pd-0.414"}, {"Ag": 0, "Au": 0.279, "Cd": 0, "Cu": 0.306, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.414, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 77493.94, "current density": 300, "fe_c2h4_mean": 0.08, "fe_c2h4_std": 0, "fe_ch4_mean": 0.18, "fe_ch4_std": 0, "fe_co_mean": 6.58, "fe_co_std": 0, "fe_gas_total_mean": 75.43, "fe_gas_total_std": 0, "fe_h2_mean": 68.59, "fe_h2_std": 0, "fe_liquid_mean": 24.57, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.52, "max_partial_current_ch4_mean": 0.54, "max_partial_current_co_mean": 38.66, "max_partial_current_gas_total_mean": 226.29, "max_partial_current_h2_mean": 205.77, "max_partial_current_liquid_mean": 80.6, "partial_current_c2h4_mean": 0.24, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.54, "partial_current_ch4_std": 0, "partial_current_co_mean": 19.74, "partial_current_co_std": 0, "partial_current_gas_total_mean": 226.29, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 205.77, "partial_current_h2_std": 0, "partial_current_liquid_mean": 73.71, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.4-Cu-0.5-Pd-0.1_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.4-Cu-0.5-Pd-0.1", "voltage_mean": 3.87, "voltage_std": 0, "xrf composition": "Au-0.279-Cu-0.306-Pd-0.414"}, {"Ag": 0, "Au": 0.386, "Cd": 0, "Cu": 0.204, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.41, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 89592.91, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp28_240927_Au-0.429-Cu-0.286-Pd-0.286_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.286-Pd-0.286", "voltage_mean": 2.64, "voltage_std": 0, "xrf composition": "Au-0.386-Cu-0.204-Pd-0.41"}, {"Ag": 0, "Au": 0.386, "Cd": 0, "Cu": 0.204, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.41, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 89592.91, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 25.68, "fe_co_std": 0, "fe_gas_total_mean": 77.07, "fe_gas_total_std": 0, "fe_h2_mean": 51.38, "fe_h2_std": 0, "fe_liquid_mean": 22.93, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 17.06, "max_partial_current_gas_total_mean": 232.86, "max_partial_current_h2_mean": 226.2, "max_partial_current_liquid_mean": 67.14, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.84, "partial_current_co_std": 0, "partial_current_gas_total_mean": 38.53, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 25.69, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.429-Cu-0.286-Pd-0.286_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.286-Pd-0.286", "voltage_mean": 3.12, "voltage_std": 0, "xrf composition": "Au-0.386-Cu-0.204-Pd-0.41"}, {"Ag": 0, "Au": 0.386, "Cd": 0, "Cu": 0.204, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.41, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 89592.91, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 17.06, "fe_co_std": 0, "fe_gas_total_mean": 75.77, "fe_gas_total_std": 0, "fe_h2_mean": 58.68, "fe_h2_std": 0, "fe_liquid_mean": 24.23, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 17.06, "max_partial_current_gas_total_mean": 232.86, "max_partial_current_h2_mean": 226.2, "max_partial_current_liquid_mean": 67.14, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.06, "partial_current_co_std": 0, "partial_current_gas_total_mean": 75.77, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 58.68, "partial_current_h2_std": 0, "partial_current_liquid_mean": 24.23, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.429-Cu-0.286-Pd-0.286_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.286-Pd-0.286", "voltage_mean": 3.53, "voltage_std": 0, "xrf composition": "Au-0.386-Cu-0.204-Pd-0.41"}, {"Ag": 0, "Au": 0.386, "Cd": 0, "Cu": 0.204, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.41, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 89592.91, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 8.85, "fe_co_std": 0, "fe_gas_total_mean": 79.2, "fe_gas_total_std": 0, "fe_h2_mean": 70.32, "fe_h2_std": 0, "fe_liquid_mean": 20.8, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 17.06, "max_partial_current_gas_total_mean": 232.86, "max_partial_current_h2_mean": 226.2, "max_partial_current_liquid_mean": 67.14, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.28, "partial_current_co_std": 0, "partial_current_gas_total_mean": 118.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 105.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.429-Cu-0.286-Pd-0.286_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.286-Pd-0.286", "voltage_mean": 3.74, "voltage_std": 0, "xrf composition": "Au-0.386-Cu-0.204-Pd-0.41"}, {"Ag": 0, "Au": 0.386, "Cd": 0, "Cu": 0.204, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.41, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 89592.91, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 4.29, "fe_co_std": 0, "fe_gas_total_mean": 79.93, "fe_gas_total_std": 0, "fe_h2_mean": 75.61, "fe_h2_std": 0, "fe_liquid_mean": 20.07, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 17.06, "max_partial_current_gas_total_mean": 232.86, "max_partial_current_h2_mean": 226.2, "max_partial_current_liquid_mean": 67.14, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 159.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 151.22, "partial_current_h2_std": 0, "partial_current_liquid_mean": 40.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.429-Cu-0.286-Pd-0.286_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.286-Pd-0.286", "voltage_mean": 3.84, "voltage_std": 0, "xrf composition": "Au-0.386-Cu-0.204-Pd-0.41"}, {"Ag": 0, "Au": 0.386, "Cd": 0, "Cu": 0.204, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.41, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 89592.91, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 2.21, "fe_co_std": 0, "fe_gas_total_mean": 77.62, "fe_gas_total_std": 0, "fe_h2_mean": 75.4, "fe_h2_std": 0, "fe_liquid_mean": 22.38, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 17.06, "max_partial_current_gas_total_mean": 232.86, "max_partial_current_h2_mean": 226.2, "max_partial_current_liquid_mean": 67.14, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 6.63, "partial_current_co_std": 0, "partial_current_gas_total_mean": 232.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 226.2, "partial_current_h2_std": 0, "partial_current_liquid_mean": 67.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.429-Cu-0.286-Pd-0.286_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.429-Cu-0.286-Pd-0.286", "voltage_mean": 3.88, "voltage_std": 0, "xrf composition": "Au-0.386-Cu-0.204-Pd-0.41"}, {"Ag": 0, "Au": 0.398, "Cd": 0, "Cu": 0.174, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.428, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 90949.82, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp28_240927_Au-0.444-Cu-0.222-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.444-Cu-0.222-Pd-0.333", "voltage_mean": 2.34, "voltage_std": 0, "xrf composition": "Au-0.398-Cu-0.174-Pd-0.428"}, {"Ag": 0, "Au": 0.398, "Cd": 0, "Cu": 0.174, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.428, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 90949.82, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 36.75, "fe_co_std": 0, "fe_gas_total_mean": 78.06, "fe_gas_total_std": 0, "fe_h2_mean": 41.3, "fe_h2_std": 0, "fe_liquid_mean": 21.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 31.23, "max_partial_current_gas_total_mean": 240.3, "max_partial_current_h2_mean": 229.71, "max_partial_current_liquid_mean": 59.7, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 18.38, "partial_current_co_std": 0, "partial_current_gas_total_mean": 39.03, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 20.65, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.97, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.444-Cu-0.222-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.444-Cu-0.222-Pd-0.333", "voltage_mean": 2.91, "voltage_std": 0, "xrf composition": "Au-0.398-Cu-0.174-Pd-0.428"}, {"Ag": 0, "Au": 0.398, "Cd": 0, "Cu": 0.174, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.428, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 90949.82, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 31.23, "fe_co_std": 0, "fe_gas_total_mean": 73.53, "fe_gas_total_std": 0, "fe_h2_mean": 42.27, "fe_h2_std": 0, "fe_liquid_mean": 26.47, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 31.23, "max_partial_current_gas_total_mean": 240.3, "max_partial_current_h2_mean": 229.71, "max_partial_current_liquid_mean": 59.7, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.23, "partial_current_co_std": 0, "partial_current_gas_total_mean": 73.53, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 42.27, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.47, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.444-Cu-0.222-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.444-Cu-0.222-Pd-0.333", "voltage_mean": 3.27, "voltage_std": 0, "xrf composition": "Au-0.398-Cu-0.174-Pd-0.428"}, {"Ag": 0, "Au": 0.398, "Cd": 0, "Cu": 0.174, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.428, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 90949.82, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 19.61, "fe_co_std": 0, "fe_gas_total_mean": 75.75, "fe_gas_total_std": 0, "fe_h2_mean": 56.1, "fe_h2_std": 0, "fe_liquid_mean": 24.25, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 31.23, "max_partial_current_gas_total_mean": 240.3, "max_partial_current_h2_mean": 229.71, "max_partial_current_liquid_mean": 59.7, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 113.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 84.15, "partial_current_h2_std": 0, "partial_current_liquid_mean": 36.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.444-Cu-0.222-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.444-Cu-0.222-Pd-0.333", "voltage_mean": 3.47, "voltage_std": 0, "xrf composition": "Au-0.398-Cu-0.174-Pd-0.428"}, {"Ag": 0, "Au": 0.398, "Cd": 0, "Cu": 0.174, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.428, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 90949.82, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 7.91, "fe_co_std": 0, "fe_gas_total_mean": 81.24, "fe_gas_total_std": 0, "fe_h2_mean": 73.3, "fe_h2_std": 0, "fe_liquid_mean": 18.76, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 31.23, "max_partial_current_gas_total_mean": 240.3, "max_partial_current_h2_mean": 229.71, "max_partial_current_liquid_mean": 59.7, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.82, "partial_current_co_std": 0, "partial_current_gas_total_mean": 162.48, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 146.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 37.52, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.444-Cu-0.222-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.444-Cu-0.222-Pd-0.333", "voltage_mean": 3.63, "voltage_std": 0, "xrf composition": "Au-0.398-Cu-0.174-Pd-0.428"}, {"Ag": 0, "Au": 0.398, "Cd": 0, "Cu": 0.174, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.428, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 90949.82, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 3.5, "fe_co_std": 0, "fe_gas_total_mean": 80.1, "fe_gas_total_std": 0, "fe_h2_mean": 76.57, "fe_h2_std": 0, "fe_liquid_mean": 19.9, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 31.23, "max_partial_current_gas_total_mean": 240.3, "max_partial_current_h2_mean": 229.71, "max_partial_current_liquid_mean": 59.7, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.5, "partial_current_co_std": 0, "partial_current_gas_total_mean": 240.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 229.71, "partial_current_h2_std": 0, "partial_current_liquid_mean": 59.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.444-Cu-0.222-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.444-Cu-0.222-Pd-0.333", "voltage_mean": 3.82, "voltage_std": 0, "xrf composition": "Au-0.398-Cu-0.174-Pd-0.428"}, {"Ag": 0, "Au": 0.504, "Cd": 0, "Cu": 0.273, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.223, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 99361.12, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 2.74, "voltage_std": 0, "xrf composition": "Au-0.504-Cu-0.273-Pd-0.223"}, {"Ag": 0, "Au": 0.504, "Cd": 0, "Cu": 0.273, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.223, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 99361.12, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 22.66, "fe_co_std": 0, "fe_gas_total_mean": 85.19, "fe_gas_total_std": 0, "fe_h2_mean": 62.47, "fe_h2_std": 0, "fe_liquid_mean": 14.81, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 43.34, "max_partial_current_gas_total_mean": 236.58, "max_partial_current_h2_mean": 210.15, "max_partial_current_liquid_mean": 63.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.33, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 2.95, "voltage_std": 0, "xrf composition": "Au-0.504-Cu-0.273-Pd-0.223"}, {"Ag": 0, "Au": 0.504, "Cd": 0, "Cu": 0.273, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.223, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 99361.12, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 23.21, "fe_co_std": 0, "fe_gas_total_mean": 82.45, "fe_gas_total_std": 0, "fe_h2_mean": 59.18, "fe_h2_std": 0, "fe_liquid_mean": 17.55, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 43.34, "max_partial_current_gas_total_mean": 236.58, "max_partial_current_h2_mean": 210.15, "max_partial_current_liquid_mean": 63.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.05, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.21, "partial_current_co_std": 0, "partial_current_gas_total_mean": 82.45, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 59.18, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.55, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Au-0.504-Cu-0.273-Pd-0.223"}, {"Ag": 0, "Au": 0.504, "Cd": 0, "Cu": 0.273, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.223, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 99361.12, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 22.74, "fe_co_std": 0, "fe_gas_total_mean": 79.58, "fe_gas_total_std": 0, "fe_h2_mean": 56.78, "fe_h2_std": 0, "fe_liquid_mean": 20.42, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 43.34, "max_partial_current_gas_total_mean": 236.58, "max_partial_current_h2_mean": 210.15, "max_partial_current_liquid_mean": 63.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 34.11, "partial_current_co_std": 0, "partial_current_gas_total_mean": 119.37, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 85.17, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.63, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Au-0.504-Cu-0.273-Pd-0.223"}, {"Ag": 0, "Au": 0.504, "Cd": 0, "Cu": 0.273, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.223, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 99361.12, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.05, "fe_ch4_std": 0, "fe_co_mean": 21.67, "fe_co_std": 0, "fe_gas_total_mean": 77.72, "fe_gas_total_std": 0, "fe_h2_mean": 55.99, "fe_h2_std": 0, "fe_liquid_mean": 22.28, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 43.34, "max_partial_current_gas_total_mean": 236.58, "max_partial_current_h2_mean": 210.15, "max_partial_current_liquid_mean": 63.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.1, "partial_current_ch4_std": 0, "partial_current_co_mean": 43.34, "partial_current_co_std": 0, "partial_current_gas_total_mean": 155.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 111.98, "partial_current_h2_std": 0, "partial_current_liquid_mean": 44.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 3.6, "voltage_std": 0, "xrf composition": "Au-0.504-Cu-0.273-Pd-0.223"}, {"Ag": 0, "Au": 0.504, "Cd": 0, "Cu": 0.273, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.223, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 99361.12, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.04, "fe_ch4_std": 0, "fe_co_mean": 8.76, "fe_co_std": 0, "fe_gas_total_mean": 78.86, "fe_gas_total_std": 0, "fe_h2_mean": 70.05, "fe_h2_std": 0, "fe_liquid_mean": 21.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 43.34, "max_partial_current_gas_total_mean": 236.58, "max_partial_current_h2_mean": 210.15, "max_partial_current_liquid_mean": 63.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.28, "partial_current_co_std": 0, "partial_current_gas_total_mean": 236.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 210.15, "partial_current_h2_std": 0, "partial_current_liquid_mean": 63.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 3.73, "voltage_std": 0, "xrf composition": "Au-0.504-Cu-0.273-Pd-0.223"}, {"Ag": 0, "Au": 0.452, "Cd": 0, "Cu": 0.361, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.187, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 94346.45, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 2.66, "voltage_std": 0, "xrf composition": "Au-0.452-Cu-0.361-Pd-0.187"}, {"Ag": 0, "Au": 0.452, "Cd": 0, "Cu": 0.361, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.187, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 94346.45, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.14, "fe_ch4_std": 0, "fe_co_mean": 22.57, "fe_co_std": 0, "fe_gas_total_mean": 97.23, "fe_gas_total_std": 0, "fe_h2_mean": 74.48, "fe_h2_std": 0, "fe_liquid_mean": 2.77, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 58.22, "max_partial_current_gas_total_mean": 270.03, "max_partial_current_h2_mean": 225.6, "max_partial_current_liquid_mean": 29.97, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.28, "partial_current_co_std": 0, "partial_current_gas_total_mean": 48.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 37.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 1.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 2.93, "voltage_std": 0, "xrf composition": "Au-0.452-Cu-0.361-Pd-0.187"}, {"Ag": 0, "Au": 0.452, "Cd": 0, "Cu": 0.361, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.187, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 94346.45, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 23.98, "fe_co_std": 0, "fe_gas_total_mean": 85.44, "fe_gas_total_std": 0, "fe_h2_mean": 61.33, "fe_h2_std": 0, "fe_liquid_mean": 14.56, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 58.22, "max_partial_current_gas_total_mean": 270.03, "max_partial_current_h2_mean": 225.6, "max_partial_current_liquid_mean": 29.97, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 23.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 61.33, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 3.22, "voltage_std": 0, "xrf composition": "Au-0.452-Cu-0.361-Pd-0.187"}, {"Ag": 0, "Au": 0.452, "Cd": 0, "Cu": 0.361, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.187, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 94346.45, "current density": 150, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 29.61, "fe_co_std": 0, "fe_gas_total_mean": 97.02, "fe_gas_total_std": 0, "fe_h2_mean": 67.27, "fe_h2_std": 0, "fe_liquid_mean": 2.98, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 58.22, "max_partial_current_gas_total_mean": 270.03, "max_partial_current_h2_mean": 225.6, "max_partial_current_liquid_mean": 29.97, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.14, "partial_current_ch4_std": 0, "partial_current_co_mean": 44.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 145.53, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 100.9, "partial_current_h2_std": 0, "partial_current_liquid_mean": 4.47, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 3.39, "voltage_std": 0, "xrf composition": "Au-0.452-Cu-0.361-Pd-0.187"}, {"Ag": 0, "Au": 0.452, "Cd": 0, "Cu": 0.361, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.187, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 94346.45, "current density": 200, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 29.11, "fe_co_std": 0, "fe_gas_total_mean": 95.28, "fe_gas_total_std": 0, "fe_h2_mean": 66.04, "fe_h2_std": 0, "fe_liquid_mean": 4.72, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 58.22, "max_partial_current_gas_total_mean": 270.03, "max_partial_current_h2_mean": 225.6, "max_partial_current_liquid_mean": 29.97, "partial_current_c2h4_mean": 0.04, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.18, "partial_current_ch4_std": 0, "partial_current_co_mean": 58.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 190.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 132.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 9.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 3.52, "voltage_std": 0, "xrf composition": "Au-0.452-Cu-0.361-Pd-0.187"}, {"Ag": 0, "Au": 0.452, "Cd": 0, "Cu": 0.361, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.187, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 94346.45, "current density": 300, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 14.7, "fe_co_std": 0, "fe_gas_total_mean": 90.01, "fe_gas_total_std": 0, "fe_h2_mean": 75.2, "fe_h2_std": 0, "fe_liquid_mean": 9.99, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.06, "max_partial_current_ch4_mean": 0.21, "max_partial_current_co_mean": 58.22, "max_partial_current_gas_total_mean": 270.03, "max_partial_current_h2_mean": 225.6, "max_partial_current_liquid_mean": 29.97, "partial_current_c2h4_mean": 0.06, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.21, "partial_current_ch4_std": 0, "partial_current_co_mean": 44.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 270.03, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 225.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.97, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 3.68, "voltage_std": 0, "xrf composition": "Au-0.452-Cu-0.361-Pd-0.187"}, {"Ag": 0, "Au": 0.459, "Cd": 0, "Cu": 0.238, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.303, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 95823.38, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 2.67, "voltage_std": 0, "xrf composition": "Au-0.459-Cu-0.238-Pd-0.303"}, {"Ag": 0, "Au": 0.459, "Cd": 0, "Cu": 0.238, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.303, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 95823.38, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.14, "fe_ch4_std": 0, "fe_co_mean": 16.5, "fe_co_std": 0, "fe_gas_total_mean": 87.71, "fe_gas_total_std": 0, "fe_h2_mean": 71.01, "fe_h2_std": 0, "fe_liquid_mean": 12.29, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 29.73, "max_partial_current_gas_total_mean": 250.86, "max_partial_current_h2_mean": 243.06, "max_partial_current_liquid_mean": 49.14, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.07, "partial_current_ch4_std": 0, "partial_current_co_mean": 8.25, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 35.51, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Au-0.459-Cu-0.238-Pd-0.303"}, {"Ag": 0, "Au": 0.459, "Cd": 0, "Cu": 0.238, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.303, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 95823.38, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.09, "fe_ch4_std": 0, "fe_co_mean": 21.9, "fe_co_std": 0, "fe_gas_total_mean": 84.38, "fe_gas_total_std": 0, "fe_h2_mean": 62.35, "fe_h2_std": 0, "fe_liquid_mean": 15.62, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 29.73, "max_partial_current_gas_total_mean": 250.86, "max_partial_current_h2_mean": 243.06, "max_partial_current_liquid_mean": 49.14, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 21.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 84.38, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 62.35, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.62, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Au-0.459-Cu-0.238-Pd-0.303"}, {"Ag": 0, "Au": 0.459, "Cd": 0, "Cu": 0.238, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.303, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 95823.38, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 19.82, "fe_co_std": 0, "fe_gas_total_mean": 83.24, "fe_gas_total_std": 0, "fe_h2_mean": 63.31, "fe_h2_std": 0, "fe_liquid_mean": 16.76, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 29.73, "max_partial_current_gas_total_mean": 250.86, "max_partial_current_h2_mean": 243.06, "max_partial_current_liquid_mean": 49.14, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.73, "partial_current_co_std": 0, "partial_current_gas_total_mean": 124.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 94.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 3.45, "voltage_std": 0, "xrf composition": "Au-0.459-Cu-0.238-Pd-0.303"}, {"Ag": 0, "Au": 0.459, "Cd": 0, "Cu": 0.238, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.303, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 95823.38, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 8.94, "fe_co_std": 0, "fe_gas_total_mean": 84.95, "fe_gas_total_std": 0, "fe_h2_mean": 75.93, "fe_h2_std": 0, "fe_liquid_mean": 15.05, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 29.73, "max_partial_current_gas_total_mean": 250.86, "max_partial_current_h2_mean": 243.06, "max_partial_current_liquid_mean": 49.14, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 169.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 151.86, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.1, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 3.58, "voltage_std": 0, "xrf composition": "Au-0.459-Cu-0.238-Pd-0.303"}, {"Ag": 0, "Au": 0.459, "Cd": 0, "Cu": 0.238, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.303, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 95823.38, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 2.55, "fe_co_std": 0, "fe_gas_total_mean": 83.62, "fe_gas_total_std": 0, "fe_h2_mean": 81.02, "fe_h2_std": 0, "fe_liquid_mean": 16.38, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 29.73, "max_partial_current_gas_total_mean": 250.86, "max_partial_current_h2_mean": 243.06, "max_partial_current_liquid_mean": 49.14, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 7.65, "partial_current_co_std": 0, "partial_current_gas_total_mean": 250.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 243.06, "partial_current_h2_std": 0, "partial_current_liquid_mean": 49.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.5-Cu-0.375-Pd-0.125_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.5-Cu-0.375-Pd-0.125", "voltage_mean": 3.69, "voltage_std": 0, "xrf composition": "Au-0.459-Cu-0.238-Pd-0.303"}, {"Ag": 0, "Au": 0.472, "Cd": 0, "Cu": 0.228, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.3, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 96984.52, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp28_240927_Au-0.75-Cu-0.125-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Cu-0.125-Pd-0.125", "voltage_mean": 2.78, "voltage_std": 0, "xrf composition": "Au-0.472-Cu-0.228-Pd-0.3"}, {"Ag": 0, "Au": 0.472, "Cd": 0, "Cu": 0.228, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.3, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 96984.52, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.11, "fe_ch4_std": 0, "fe_co_mean": 20.6, "fe_co_std": 0, "fe_gas_total_mean": 82.78, "fe_gas_total_std": 0, "fe_h2_mean": 62.04, "fe_h2_std": 0, "fe_liquid_mean": 17.22, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 30.14, "max_partial_current_gas_total_mean": 242.58, "max_partial_current_h2_mean": 229.41, "max_partial_current_liquid_mean": 57.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.3, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.39, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.61, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.75-Cu-0.125-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Cu-0.125-Pd-0.125", "voltage_mean": 3.14, "voltage_std": 0, "xrf composition": "Au-0.472-Cu-0.228-Pd-0.3"}, {"Ag": 0, "Au": 0.472, "Cd": 0, "Cu": 0.228, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.3, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 96984.52, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.08, "fe_ch4_std": 0, "fe_co_mean": 22.23, "fe_co_std": 0, "fe_gas_total_mean": 80.75, "fe_gas_total_std": 0, "fe_h2_mean": 58.41, "fe_h2_std": 0, "fe_liquid_mean": 19.25, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 30.14, "max_partial_current_gas_total_mean": 242.58, "max_partial_current_h2_mean": 229.41, "max_partial_current_liquid_mean": 57.42, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.08, "partial_current_ch4_std": 0, "partial_current_co_mean": 22.23, "partial_current_co_std": 0, "partial_current_gas_total_mean": 80.75, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 58.41, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.25, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.75-Cu-0.125-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Cu-0.125-Pd-0.125", "voltage_mean": 3.49, "voltage_std": 0, "xrf composition": "Au-0.472-Cu-0.228-Pd-0.3"}, {"Ag": 0, "Au": 0.472, "Cd": 0, "Cu": 0.228, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.3, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 96984.52, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.07, "fe_ch4_std": 0, "fe_co_mean": 20.09, "fe_co_std": 0, "fe_gas_total_mean": 79.82, "fe_gas_total_std": 0, "fe_h2_mean": 59.63, "fe_h2_std": 0, "fe_liquid_mean": 20.18, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 30.14, "max_partial_current_gas_total_mean": 242.58, "max_partial_current_h2_mean": 229.41, "max_partial_current_liquid_mean": 57.42, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.11, "partial_current_ch4_std": 0, "partial_current_co_mean": 30.14, "partial_current_co_std": 0, "partial_current_gas_total_mean": 119.73, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 89.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 30.27, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.75-Cu-0.125-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Cu-0.125-Pd-0.125", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Au-0.472-Cu-0.228-Pd-0.3"}, {"Ag": 0, "Au": 0.472, "Cd": 0, "Cu": 0.228, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.3, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 96984.52, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.06, "fe_ch4_std": 0, "fe_co_mean": 14.66, "fe_co_std": 0, "fe_gas_total_mean": 79.81, "fe_gas_total_std": 0, "fe_h2_mean": 65.07, "fe_h2_std": 0, "fe_liquid_mean": 20.19, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 30.14, "max_partial_current_gas_total_mean": 242.58, "max_partial_current_h2_mean": 229.41, "max_partial_current_liquid_mean": 57.42, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.12, "partial_current_ch4_std": 0, "partial_current_co_mean": 29.32, "partial_current_co_std": 0, "partial_current_gas_total_mean": 159.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 130.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 40.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.75-Cu-0.125-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Cu-0.125-Pd-0.125", "voltage_mean": 3.76, "voltage_std": 0, "xrf composition": "Au-0.472-Cu-0.228-Pd-0.3"}, {"Ag": 0, "Au": 0.472, "Cd": 0, "Cu": 0.228, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.3, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 240927, "batch number": 28, "cost_per_gram": 96984.52, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.03, "fe_ch4_std": 0, "fe_co_mean": 4.35, "fe_co_std": 0, "fe_gas_total_mean": 80.86, "fe_gas_total_std": 0, "fe_h2_mean": 76.47, "fe_h2_std": 0, "fe_liquid_mean": 19.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.12, "max_partial_current_co_mean": 30.14, "max_partial_current_gas_total_mean": 242.58, "max_partial_current_h2_mean": 229.41, "max_partial_current_liquid_mean": 57.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.09, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.05, "partial_current_co_std": 0, "partial_current_gas_total_mean": 242.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 229.41, "partial_current_h2_std": 0, "partial_current_liquid_mean": 57.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp28_240927_Au-0.75-Cu-0.125-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Cu-0.125-Pd-0.125", "voltage_mean": 3.86, "voltage_std": 0, "xrf composition": "Au-0.472-Cu-0.228-Pd-0.3"}, {"Ag": 0.282, "Au": 0.409, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.309, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 83466.55, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp29_241004_Ag-0.125-Au-0.5-Pd-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.5-Pd-0.375", "voltage_mean": 2.51, "voltage_std": 0, "xrf composition": "Ag-0.282-Au-0.409-Pd-0.309"}, {"Ag": 0.282, "Au": 0.409, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.309, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 83466.55, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 20, "fe_co_std": 0, "fe_gas_total_mean": 83.71, "fe_gas_total_std": 0, "fe_h2_mean": 63.7, "fe_h2_std": 0, "fe_liquid_mean": 16.29, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 59.42, "max_partial_current_gas_total_mean": 239.4, "max_partial_current_h2_mean": 207.24, "max_partial_current_liquid_mean": 60.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 10, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.85, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.125-Au-0.5-Pd-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.5-Pd-0.375", "voltage_mean": 2.83, "voltage_std": 0, "xrf composition": "Ag-0.282-Au-0.409-Pd-0.309"}, {"Ag": 0.282, "Au": 0.409, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.309, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 83466.55, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 35.16, "fe_co_std": 0, "fe_gas_total_mean": 83.29, "fe_gas_total_std": 0, "fe_h2_mean": 48.12, "fe_h2_std": 0, "fe_liquid_mean": 16.71, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 59.42, "max_partial_current_gas_total_mean": 239.4, "max_partial_current_h2_mean": 207.24, "max_partial_current_liquid_mean": 60.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 35.16, "partial_current_co_std": 0, "partial_current_gas_total_mean": 83.29, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 48.12, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.71, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.125-Au-0.5-Pd-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.5-Pd-0.375", "voltage_mean": 3.17, "voltage_std": 0, "xrf composition": "Ag-0.282-Au-0.409-Pd-0.309"}, {"Ag": 0.282, "Au": 0.409, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.309, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 83466.55, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 38.47, "fe_co_std": 0, "fe_gas_total_mean": 82.68, "fe_gas_total_std": 0, "fe_h2_mean": 44.2, "fe_h2_std": 0, "fe_liquid_mean": 17.32, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 59.42, "max_partial_current_gas_total_mean": 239.4, "max_partial_current_h2_mean": 207.24, "max_partial_current_liquid_mean": 60.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 57.7, "partial_current_co_std": 0, "partial_current_gas_total_mean": 124.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 66.3, "partial_current_h2_std": 0, "partial_current_liquid_mean": 25.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.125-Au-0.5-Pd-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.5-Pd-0.375", "voltage_mean": 3.39, "voltage_std": 0, "xrf composition": "Ag-0.282-Au-0.409-Pd-0.309"}, {"Ag": 0.282, "Au": 0.409, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.309, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 83466.55, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 29.71, "fe_co_std": 0, "fe_gas_total_mean": 82.28, "fe_gas_total_std": 0, "fe_h2_mean": 52.55, "fe_h2_std": 0, "fe_liquid_mean": 17.72, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 59.42, "max_partial_current_gas_total_mean": 239.4, "max_partial_current_h2_mean": 207.24, "max_partial_current_liquid_mean": 60.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 59.42, "partial_current_co_std": 0, "partial_current_gas_total_mean": 164.56, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 105.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 35.44, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.125-Au-0.5-Pd-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.5-Pd-0.375", "voltage_mean": 3.55, "voltage_std": 0, "xrf composition": "Ag-0.282-Au-0.409-Pd-0.309"}, {"Ag": 0.282, "Au": 0.409, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.309, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 83466.55, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 10.7, "fe_co_std": 0, "fe_gas_total_mean": 79.8, "fe_gas_total_std": 0, "fe_h2_mean": 69.08, "fe_h2_std": 0, "fe_liquid_mean": 20.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 59.42, "max_partial_current_gas_total_mean": 239.4, "max_partial_current_h2_mean": 207.24, "max_partial_current_liquid_mean": 60.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 32.1, "partial_current_co_std": 0, "partial_current_gas_total_mean": 239.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 207.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 60.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.125-Au-0.5-Pd-0.375_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.5-Pd-0.375", "voltage_mean": 3.76, "voltage_std": 0, "xrf composition": "Ag-0.282-Au-0.409-Pd-0.309"}, {"Ag": 0.234, "Au": 0.553, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.213, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 96801.31, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp29_241004_Ag-0.125-Au-0.75-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.75-Pd-0.125", "voltage_mean": 2.8, "voltage_std": 0, "xrf composition": "Ag-0.234-Au-0.553-Pd-0.213"}, {"Ag": 0.234, "Au": 0.553, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.213, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 96801.31, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 32.43, "fe_co_std": 0, "fe_gas_total_mean": 83.76, "fe_gas_total_std": 0, "fe_h2_mean": 51.31, "fe_h2_std": 0, "fe_liquid_mean": 16.24, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 36.92, "max_partial_current_gas_total_mean": 242.88, "max_partial_current_h2_mean": 228.15, "max_partial_current_liquid_mean": 57.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.22, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 25.66, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.12, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.125-Au-0.75-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.75-Pd-0.125", "voltage_mean": 2.91, "voltage_std": 0, "xrf composition": "Ag-0.234-Au-0.553-Pd-0.213"}, {"Ag": 0.234, "Au": 0.553, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.213, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 96801.31, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 31.69, "fe_co_std": 0, "fe_gas_total_mean": 82.82, "fe_gas_total_std": 0, "fe_h2_mean": 51.12, "fe_h2_std": 0, "fe_liquid_mean": 17.18, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 36.92, "max_partial_current_gas_total_mean": 242.88, "max_partial_current_h2_mean": 228.15, "max_partial_current_liquid_mean": 57.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 31.69, "partial_current_co_std": 0, "partial_current_gas_total_mean": 82.82, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 51.12, "partial_current_h2_std": 0, "partial_current_liquid_mean": 17.18, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.125-Au-0.75-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.75-Pd-0.125", "voltage_mean": 3.27, "voltage_std": 0, "xrf composition": "Ag-0.234-Au-0.553-Pd-0.213"}, {"Ag": 0.234, "Au": 0.553, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.213, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 96801.31, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 24.61, "fe_co_std": 0, "fe_gas_total_mean": 82.02, "fe_gas_total_std": 0, "fe_h2_mean": 57.39, "fe_h2_std": 0, "fe_liquid_mean": 17.98, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 36.92, "max_partial_current_gas_total_mean": 242.88, "max_partial_current_h2_mean": 228.15, "max_partial_current_liquid_mean": 57.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 36.92, "partial_current_co_std": 0, "partial_current_gas_total_mean": 123.03, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 86.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.97, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.125-Au-0.75-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.75-Pd-0.125", "voltage_mean": 3.51, "voltage_std": 0, "xrf composition": "Ag-0.234-Au-0.553-Pd-0.213"}, {"Ag": 0.234, "Au": 0.553, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.213, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 96801.31, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 13.27, "fe_co_std": 0, "fe_gas_total_mean": 81.27, "fe_gas_total_std": 0, "fe_h2_mean": 67.98, "fe_h2_std": 0, "fe_liquid_mean": 18.73, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 36.92, "max_partial_current_gas_total_mean": 242.88, "max_partial_current_h2_mean": 228.15, "max_partial_current_liquid_mean": 57.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 26.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 162.54, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 135.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 37.46, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.125-Au-0.75-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.75-Pd-0.125", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Ag-0.234-Au-0.553-Pd-0.213"}, {"Ag": 0.234, "Au": 0.553, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.213, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 96801.31, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 4.89, "fe_co_std": 0, "fe_gas_total_mean": 80.96, "fe_gas_total_std": 0, "fe_h2_mean": 76.05, "fe_h2_std": 0, "fe_liquid_mean": 19.04, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 36.92, "max_partial_current_gas_total_mean": 242.88, "max_partial_current_h2_mean": 228.15, "max_partial_current_liquid_mean": 57.12, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 14.67, "partial_current_co_std": 0, "partial_current_gas_total_mean": 242.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 228.15, "partial_current_h2_std": 0, "partial_current_liquid_mean": 57.12, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.125-Au-0.75-Pd-0.125_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.125-Au-0.75-Pd-0.125", "voltage_mean": 3.83, "voltage_std": 0, "xrf composition": "Ag-0.234-Au-0.553-Pd-0.213"}, {"Ag": 0.279, "Au": 0.444, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.276, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 86659.03, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp29_241004_Ag-0.167-Au-0.417-Pd-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.417-Pd-0.417", "voltage_mean": 2.74, "voltage_std": 0, "xrf composition": "Ag-0.279-Au-0.444-Pd-0.276"}, {"Ag": 0.279, "Au": 0.444, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.276, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 86659.03, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 30.65, "fe_co_std": 0, "fe_gas_total_mean": 83.24, "fe_gas_total_std": 0, "fe_h2_mean": 52.58, "fe_h2_std": 0, "fe_liquid_mean": 16.76, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 49.52, "max_partial_current_gas_total_mean": 239.58, "max_partial_current_h2_mean": 213.84, "max_partial_current_liquid_mean": 60.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 15.32, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 26.29, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.167-Au-0.417-Pd-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.417-Pd-0.417", "voltage_mean": 2.86, "voltage_std": 0, "xrf composition": "Ag-0.279-Au-0.444-Pd-0.276"}, {"Ag": 0.279, "Au": 0.444, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.276, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 86659.03, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 35.76, "fe_co_std": 0, "fe_gas_total_mean": 83.62, "fe_gas_total_std": 0, "fe_h2_mean": 47.85, "fe_h2_std": 0, "fe_liquid_mean": 16.38, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 49.52, "max_partial_current_gas_total_mean": 239.58, "max_partial_current_h2_mean": 213.84, "max_partial_current_liquid_mean": 60.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 35.76, "partial_current_co_std": 0, "partial_current_gas_total_mean": 83.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 47.85, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.167-Au-0.417-Pd-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.417-Pd-0.417", "voltage_mean": 3.28, "voltage_std": 0, "xrf composition": "Ag-0.279-Au-0.444-Pd-0.276"}, {"Ag": 0.279, "Au": 0.444, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.276, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 86659.03, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 30.67, "fe_co_std": 0, "fe_gas_total_mean": 82.39, "fe_gas_total_std": 0, "fe_h2_mean": 51.71, "fe_h2_std": 0, "fe_liquid_mean": 17.61, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 49.52, "max_partial_current_gas_total_mean": 239.58, "max_partial_current_h2_mean": 213.84, "max_partial_current_liquid_mean": 60.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 46, "partial_current_co_std": 0, "partial_current_gas_total_mean": 123.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 77.56, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.167-Au-0.417-Pd-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.417-Pd-0.417", "voltage_mean": 3.43, "voltage_std": 0, "xrf composition": "Ag-0.279-Au-0.444-Pd-0.276"}, {"Ag": 0.279, "Au": 0.444, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.276, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 86659.03, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 24.76, "fe_co_std": 0, "fe_gas_total_mean": 81.65, "fe_gas_total_std": 0, "fe_h2_mean": 56.87, "fe_h2_std": 0, "fe_liquid_mean": 18.35, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 49.52, "max_partial_current_gas_total_mean": 239.58, "max_partial_current_h2_mean": 213.84, "max_partial_current_liquid_mean": 60.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 49.52, "partial_current_co_std": 0, "partial_current_gas_total_mean": 163.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 113.74, "partial_current_h2_std": 0, "partial_current_liquid_mean": 36.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.167-Au-0.417-Pd-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.417-Pd-0.417", "voltage_mean": 3.6, "voltage_std": 0, "xrf composition": "Ag-0.279-Au-0.444-Pd-0.276"}, {"Ag": 0.279, "Au": 0.444, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.276, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 86659.03, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 8.56, "fe_co_std": 0, "fe_gas_total_mean": 79.86, "fe_gas_total_std": 0, "fe_h2_mean": 71.28, "fe_h2_std": 0, "fe_liquid_mean": 20.14, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 49.52, "max_partial_current_gas_total_mean": 239.58, "max_partial_current_h2_mean": 213.84, "max_partial_current_liquid_mean": 60.42, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.68, "partial_current_co_std": 0, "partial_current_gas_total_mean": 239.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 213.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 60.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.167-Au-0.417-Pd-0.417_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.417-Pd-0.417", "voltage_mean": 3.76, "voltage_std": 0, "xrf composition": "Ag-0.279-Au-0.444-Pd-0.276"}, {"Ag": 0.254, "Au": 0.427, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.319, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 86016.39, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp29_241004_Ag-0.167-Au-0.667-Pd-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.667-Pd-0.167", "voltage_mean": 2.68, "voltage_std": 0, "xrf composition": "Ag-0.254-Au-0.427-Pd-0.319"}, {"Ag": 0.254, "Au": 0.427, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.319, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 86016.39, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 24.39, "fe_co_std": 0, "fe_gas_total_mean": 82.07, "fe_gas_total_std": 0, "fe_h2_mean": 57.67, "fe_h2_std": 0, "fe_liquid_mean": 17.93, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 49.94, "max_partial_current_gas_total_mean": 244.32, "max_partial_current_h2_mean": 223.65, "max_partial_current_liquid_mean": 55.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 12.2, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.04, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 28.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.96, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.167-Au-0.667-Pd-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.667-Pd-0.167", "voltage_mean": 2.97, "voltage_std": 0, "xrf composition": "Ag-0.254-Au-0.427-Pd-0.319"}, {"Ag": 0.254, "Au": 0.427, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.319, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 86016.39, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 37.76, "fe_co_std": 0, "fe_gas_total_mean": 84.4, "fe_gas_total_std": 0, "fe_h2_mean": 46.63, "fe_h2_std": 0, "fe_liquid_mean": 15.6, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 49.94, "max_partial_current_gas_total_mean": 244.32, "max_partial_current_h2_mean": 223.65, "max_partial_current_liquid_mean": 55.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 37.76, "partial_current_co_std": 0, "partial_current_gas_total_mean": 84.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 46.63, "partial_current_h2_std": 0, "partial_current_liquid_mean": 15.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.167-Au-0.667-Pd-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.667-Pd-0.167", "voltage_mean": 3.36, "voltage_std": 0, "xrf composition": "Ag-0.254-Au-0.427-Pd-0.319"}, {"Ag": 0.254, "Au": 0.427, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.319, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 86016.39, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 33.29, "fe_co_std": 0, "fe_gas_total_mean": 84.04, "fe_gas_total_std": 0, "fe_h2_mean": 50.74, "fe_h2_std": 0, "fe_liquid_mean": 15.96, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 49.94, "max_partial_current_gas_total_mean": 244.32, "max_partial_current_h2_mean": 223.65, "max_partial_current_liquid_mean": 55.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 49.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 126.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 76.11, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.167-Au-0.667-Pd-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.667-Pd-0.167", "voltage_mean": 3.5, "voltage_std": 0, "xrf composition": "Ag-0.254-Au-0.427-Pd-0.319"}, {"Ag": 0.254, "Au": 0.427, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.319, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 86016.39, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 19.12, "fe_co_std": 0, "fe_gas_total_mean": 83.67, "fe_gas_total_std": 0, "fe_h2_mean": 64.53, "fe_h2_std": 0, "fe_liquid_mean": 16.33, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 49.94, "max_partial_current_gas_total_mean": 244.32, "max_partial_current_h2_mean": 223.65, "max_partial_current_liquid_mean": 55.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 38.24, "partial_current_co_std": 0, "partial_current_gas_total_mean": 167.34, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 129.06, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.66, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.167-Au-0.667-Pd-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.667-Pd-0.167", "voltage_mean": 3.64, "voltage_std": 0, "xrf composition": "Ag-0.254-Au-0.427-Pd-0.319"}, {"Ag": 0.254, "Au": 0.427, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.319, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 86016.39, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 6.87, "fe_co_std": 0, "fe_gas_total_mean": 81.44, "fe_gas_total_std": 0, "fe_h2_mean": 74.55, "fe_h2_std": 0, "fe_liquid_mean": 18.56, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 49.94, "max_partial_current_gas_total_mean": 244.32, "max_partial_current_h2_mean": 223.65, "max_partial_current_liquid_mean": 55.68, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 20.61, "partial_current_co_std": 0, "partial_current_gas_total_mean": 244.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 223.65, "partial_current_h2_std": 0, "partial_current_liquid_mean": 55.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.167-Au-0.667-Pd-0.167_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.167-Au-0.667-Pd-0.167", "voltage_mean": 3.83, "voltage_std": 0, "xrf composition": "Ag-0.254-Au-0.427-Pd-0.319"}, {"Ag": 0.373, "Au": 0.38, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.247, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 77624.71, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp29_241004_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 2.6133333333333333, "voltage_std": 0.10016652800877797, "xrf composition": "Ag-0.373-Au-0.38-Pd-0.247"}, {"Ag": 0.373, "Au": 0.38, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.247, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 77624.71, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 33.08, "fe_co_std": 16.96, "fe_gas_total_mean": 87.84, "fe_gas_total_std": 2.08, "fe_h2_mean": 54.74, "fe_h2_std": 14.97, "fe_liquid_mean": 12.16, "fe_liquid_std": 2.08, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.72, "max_partial_current_gas_total_mean": 247.85, "max_partial_current_h2_mean": 195.8, "max_partial_current_liquid_mean": 52.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.54, "partial_current_co_std": 8.48, "partial_current_gas_total_mean": 43.92, "partial_current_gas_total_std": 1.04, "partial_current_h2_mean": 27.37, "partial_current_h2_std": 7.49, "partial_current_liquid_mean": 6.08, "partial_current_liquid_std": 1.04, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 2.8766666666666665, "voltage_std": 0.055075705472861225, "xrf composition": "Ag-0.373-Au-0.38-Pd-0.247"}, {"Ag": 0.373, "Au": 0.38, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.247, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 77624.71, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 47.88, "fe_co_std": 12.52, "fe_gas_total_mean": 88.11, "fe_gas_total_std": 1.99, "fe_h2_mean": 40.22, "fe_h2_std": 10.59, "fe_liquid_mean": 11.89, "fe_liquid_std": 1.99, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.72, "max_partial_current_gas_total_mean": 247.85, "max_partial_current_h2_mean": 195.8, "max_partial_current_liquid_mean": 52.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 47.88, "partial_current_co_std": 12.52, "partial_current_gas_total_mean": 88.11, "partial_current_gas_total_std": 1.99, "partial_current_h2_mean": 40.22, "partial_current_h2_std": 10.59, "partial_current_liquid_mean": 11.89, "partial_current_liquid_std": 1.99, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 3.2266666666666666, "voltage_std": 0.028867513459481187, "xrf composition": "Ag-0.373-Au-0.38-Pd-0.247"}, {"Ag": 0.373, "Au": 0.38, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.247, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 77624.71, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 47.82, "fe_co_std": 8.95, "fe_gas_total_mean": 86.58, "fe_gas_total_std": 0.87, "fe_h2_mean": 38.75, "fe_h2_std": 8.23, "fe_liquid_mean": 13.42, "fe_liquid_std": 0.87, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.72, "max_partial_current_gas_total_mean": 247.85, "max_partial_current_h2_mean": 195.8, "max_partial_current_liquid_mean": 52.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 71.72, "partial_current_co_std": 13.42, "partial_current_gas_total_mean": 129.86, "partial_current_gas_total_std": 1.31, "partial_current_h2_mean": 58.12, "partial_current_h2_std": 12.35, "partial_current_liquid_mean": 20.13, "partial_current_liquid_std": 1.31, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 3.4066666666666667, "voltage_std": 0.01527525231651948, "xrf composition": "Ag-0.373-Au-0.38-Pd-0.247"}, {"Ag": 0.373, "Au": 0.38, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.247, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 77624.71, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.02, "fe_co_mean": 33.6, "fe_co_std": 12.93, "fe_gas_total_mean": 85.07, "fe_gas_total_std": 0.32, "fe_h2_mean": 51.44, "fe_h2_std": 12.61, "fe_liquid_mean": 14.93, "fe_liquid_std": 0.32, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.72, "max_partial_current_gas_total_mean": 247.85, "max_partial_current_h2_mean": 195.8, "max_partial_current_liquid_mean": 52.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 67.21, "partial_current_co_std": 25.87, "partial_current_gas_total_mean": 170.14, "partial_current_gas_total_std": 0.64, "partial_current_h2_mean": 102.89, "partial_current_h2_std": 25.23, "partial_current_liquid_mean": 29.86, "partial_current_liquid_std": 0.64, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 3.5766666666666667, "voltage_std": 0.020816659994661382, "xrf composition": "Ag-0.373-Au-0.38-Pd-0.247"}, {"Ag": 0.373, "Au": 0.38, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.247, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 77624.71, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 17.33, "fe_co_std": 13.78, "fe_gas_total_mean": 82.62, "fe_gas_total_std": 0.92, "fe_h2_mean": 65.27, "fe_h2_std": 12.98, "fe_liquid_mean": 17.38, "fe_liquid_std": 0.92, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.72, "max_partial_current_gas_total_mean": 247.85, "max_partial_current_h2_mean": 195.8, "max_partial_current_liquid_mean": 52.15, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 51.99, "partial_current_co_std": 41.35, "partial_current_gas_total_mean": 247.85, "partial_current_gas_total_std": 2.75, "partial_current_h2_mean": 195.8, "partial_current_h2_std": 38.95, "partial_current_liquid_mean": 52.15, "partial_current_liquid_std": 2.75, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 3.7533333333333334, "voltage_std": 0.04041451884327377, "xrf composition": "Ag-0.373-Au-0.38-Pd-0.247"}, {"Ag": 0.492, "Au": 0.28, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.229, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 63041.14, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp29_241004_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 2.55, "voltage_std": 0, "xrf composition": "Ag-0.492-Au-0.28-Pd-0.229"}, {"Ag": 0.492, "Au": 0.28, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.229, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 63041.14, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 22.65, "fe_co_std": 0, "fe_gas_total_mean": 86.22, "fe_gas_total_std": 0, "fe_h2_mean": 63.56, "fe_h2_std": 0, "fe_liquid_mean": 13.78, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 97.06, "max_partial_current_gas_total_mean": 250.59, "max_partial_current_h2_mean": 186.3, "max_partial_current_liquid_mean": 49.41, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 11.32, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.11, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.78, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.89, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 2.91, "voltage_std": 0, "xrf composition": "Ag-0.492-Au-0.28-Pd-0.229"}, {"Ag": 0.492, "Au": 0.28, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.229, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 63041.14, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 47.15, "fe_co_std": 0, "fe_gas_total_mean": 87.71, "fe_gas_total_std": 0, "fe_h2_mean": 40.55, "fe_h2_std": 0, "fe_liquid_mean": 12.29, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 97.06, "max_partial_current_gas_total_mean": 250.59, "max_partial_current_h2_mean": 186.3, "max_partial_current_liquid_mean": 49.41, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 47.15, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.71, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 40.55, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.29, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 3.3, "voltage_std": 0, "xrf composition": "Ag-0.492-Au-0.28-Pd-0.229"}, {"Ag": 0.492, "Au": 0.28, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.229, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 63041.14, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 54.32, "fe_co_std": 0, "fe_gas_total_mean": 87.17, "fe_gas_total_std": 0, "fe_h2_mean": 32.84, "fe_h2_std": 0, "fe_liquid_mean": 12.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 97.06, "max_partial_current_gas_total_mean": 250.59, "max_partial_current_h2_mean": 186.3, "max_partial_current_liquid_mean": 49.41, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 81.48, "partial_current_co_std": 0, "partial_current_gas_total_mean": 130.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 49.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 3.46, "voltage_std": 0, "xrf composition": "Ag-0.492-Au-0.28-Pd-0.229"}, {"Ag": 0.492, "Au": 0.28, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.229, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 63041.14, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 48.53, "fe_co_std": 0, "fe_gas_total_mean": 86.44, "fe_gas_total_std": 0, "fe_h2_mean": 37.9, "fe_h2_std": 0, "fe_liquid_mean": 13.56, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 97.06, "max_partial_current_gas_total_mean": 250.59, "max_partial_current_h2_mean": 186.3, "max_partial_current_liquid_mean": 49.41, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 97.06, "partial_current_co_std": 0, "partial_current_gas_total_mean": 172.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 75.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 27.12, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Ag-0.492-Au-0.28-Pd-0.229"}, {"Ag": 0.492, "Au": 0.28, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.229, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 63041.14, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 21.41, "fe_co_std": 0, "fe_gas_total_mean": 83.53, "fe_gas_total_std": 0, "fe_h2_mean": 62.1, "fe_h2_std": 0, "fe_liquid_mean": 16.47, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.03, "max_partial_current_co_mean": 97.06, "max_partial_current_gas_total_mean": 250.59, "max_partial_current_h2_mean": 186.3, "max_partial_current_liquid_mean": 49.41, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 64.23, "partial_current_co_std": 0, "partial_current_gas_total_mean": 250.59, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 186.3, "partial_current_h2_std": 0, "partial_current_liquid_mean": 49.41, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.25-Pd-0.5_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.25-Au-0.25-Pd-0.5", "voltage_mean": 3.82, "voltage_std": 0, "xrf composition": "Ag-0.492-Au-0.28-Pd-0.229"}, {"Ag": 0.35, "Au": 0.309, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.341, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 71422.72, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp29_241004_Ag-0.25-Au-0.5-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Pd-0.25", "voltage_mean": 2.5566666666666666, "voltage_std": 0.05507570547286107, "xrf composition": "Ag-0.35-Au-0.309-Pd-0.341"}, {"Ag": 0.35, "Au": 0.309, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.341, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 71422.72, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 27.88, "fe_co_std": 8.23, "fe_gas_total_mean": 98.26, "fe_gas_total_std": 7.49, "fe_h2_mean": 70.38, "fe_h2_std": 1.7, "fe_liquid_mean": 3.74, "fe_liquid_std": 4.65, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 68.2, "max_partial_current_gas_total_mean": 261.44, "max_partial_current_h2_mean": 236.44, "max_partial_current_liquid_mean": 38.56, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.94, "partial_current_co_std": 4.11, "partial_current_gas_total_mean": 49.13, "partial_current_gas_total_std": 3.75, "partial_current_h2_mean": 35.19, "partial_current_h2_std": 0.85, "partial_current_liquid_mean": 1.87, "partial_current_liquid_std": 2.33, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.5-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Pd-0.25", "voltage_mean": 2.8666666666666667, "voltage_std": 0.03055050463303918, "xrf composition": "Ag-0.35-Au-0.309-Pd-0.341"}, {"Ag": 0.35, "Au": 0.309, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.341, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 71422.72, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 45.73, "fe_co_std": 1.35, "fe_gas_total_mean": 91.06, "fe_gas_total_std": 7.44, "fe_h2_mean": 45.32, "fe_h2_std": 6.83, "fe_liquid_mean": 8.94, "fe_liquid_std": 7.44, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 68.2, "max_partial_current_gas_total_mean": 261.44, "max_partial_current_h2_mean": 236.44, "max_partial_current_liquid_mean": 38.56, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 45.73, "partial_current_co_std": 1.35, "partial_current_gas_total_mean": 91.06, "partial_current_gas_total_std": 7.44, "partial_current_h2_mean": 45.32, "partial_current_h2_std": 6.83, "partial_current_liquid_mean": 8.94, "partial_current_liquid_std": 7.44, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.5-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Pd-0.25", "voltage_mean": 3.216666666666667, "voltage_std": 0.060277137733416856, "xrf composition": "Ag-0.35-Au-0.309-Pd-0.341"}, {"Ag": 0.35, "Au": 0.309, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.341, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 71422.72, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 45.47, "fe_co_std": 3.26, "fe_gas_total_mean": 91.37, "fe_gas_total_std": 8.28, "fe_h2_mean": 45.88, "fe_h2_std": 5.02, "fe_liquid_mean": 8.94, "fe_liquid_std": 7.76, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 68.2, "max_partial_current_gas_total_mean": 261.44, "max_partial_current_h2_mean": 236.44, "max_partial_current_liquid_mean": 38.56, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 68.2, "partial_current_co_std": 4.88, "partial_current_gas_total_mean": 137.05, "partial_current_gas_total_std": 12.42, "partial_current_h2_mean": 68.82, "partial_current_h2_std": 7.53, "partial_current_liquid_mean": 13.4, "partial_current_liquid_std": 11.64, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.5-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Pd-0.25", "voltage_mean": 3.393333333333333, "voltage_std": 0.020816659994661525, "xrf composition": "Ag-0.35-Au-0.309-Pd-0.341"}, {"Ag": 0.35, "Au": 0.309, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.341, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 71422.72, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0.01, "fe_co_mean": 28.94, "fe_co_std": 14, "fe_gas_total_mean": 90.94, "fe_gas_total_std": 9.84, "fe_h2_mean": 61.99, "fe_h2_std": 4.63, "fe_liquid_mean": 9.78, "fe_liquid_std": 8.6, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 68.2, "max_partial_current_gas_total_mean": 261.44, "max_partial_current_h2_mean": 236.44, "max_partial_current_liquid_mean": 38.56, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 57.87, "partial_current_co_std": 28, "partial_current_gas_total_mean": 181.88, "partial_current_gas_total_std": 19.68, "partial_current_h2_mean": 123.97, "partial_current_h2_std": 9.26, "partial_current_liquid_mean": 19.57, "partial_current_liquid_std": 17.2, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.5-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Pd-0.25", "voltage_mean": 3.563333333333333, "voltage_std": 0.011547005383792686, "xrf composition": "Ag-0.35-Au-0.309-Pd-0.341"}, {"Ag": 0.35, "Au": 0.309, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.341, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 71422.72, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0.01, "fe_co_mean": 8.32, "fe_co_std": 4.39, "fe_gas_total_mean": 87.15, "fe_gas_total_std": 9.17, "fe_h2_mean": 78.81, "fe_h2_std": 4.76, "fe_liquid_mean": 12.85, "fe_liquid_std": 9.17, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.04, "max_partial_current_co_mean": 68.2, "max_partial_current_gas_total_mean": 261.44, "max_partial_current_h2_mean": 236.44, "max_partial_current_liquid_mean": 38.56, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 24.96, "partial_current_co_std": 13.17, "partial_current_gas_total_mean": 261.44, "partial_current_gas_total_std": 27.5, "partial_current_h2_mean": 236.44, "partial_current_h2_std": 14.29, "partial_current_liquid_mean": 38.56, "partial_current_liquid_std": 27.5, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.25-Au-0.5-Pd-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Ag-0.25-Au-0.5-Pd-0.25", "voltage_mean": 3.72, "voltage_std": 0.04582575694955812, "xrf composition": "Ag-0.35-Au-0.309-Pd-0.341"}, {"Ag": 0.496, "Au": 0.377, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.126, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 73035.12, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp29_241004_Ag-0.333-Au-0.333-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Pd-0.333", "voltage_mean": 2.82, "voltage_std": 0, "xrf composition": "Ag-0.496-Au-0.377-Pd-0.126"}, {"Ag": 0.496, "Au": 0.377, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.126, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 73035.12, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 33.15, "fe_co_std": 0, "fe_gas_total_mean": 85.45, "fe_gas_total_std": 0, "fe_h2_mean": 52.28, "fe_h2_std": 0, "fe_liquid_mean": 14.55, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 58.52, "max_partial_current_gas_total_mean": 240.09, "max_partial_current_h2_mean": 212.91, "max_partial_current_liquid_mean": 59.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 16.58, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.72, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 26.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.28, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.333-Au-0.333-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Pd-0.333", "voltage_mean": 2.94, "voltage_std": 0, "xrf composition": "Ag-0.496-Au-0.377-Pd-0.126"}, {"Ag": 0.496, "Au": 0.377, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.126, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 73035.12, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 36.54, "fe_co_std": 0, "fe_gas_total_mean": 85.45, "fe_gas_total_std": 0, "fe_h2_mean": 48.89, "fe_h2_std": 0, "fe_liquid_mean": 14.55, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 58.52, "max_partial_current_gas_total_mean": 240.09, "max_partial_current_h2_mean": 212.91, "max_partial_current_liquid_mean": 59.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 36.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.45, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 48.89, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.55, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.333-Au-0.333-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Pd-0.333", "voltage_mean": 3.33, "voltage_std": 0, "xrf composition": "Ag-0.496-Au-0.377-Pd-0.126"}, {"Ag": 0.496, "Au": 0.377, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.126, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 73035.12, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 34.43, "fe_co_std": 0, "fe_gas_total_mean": 84.79, "fe_gas_total_std": 0, "fe_h2_mean": 50.34, "fe_h2_std": 0, "fe_liquid_mean": 15.21, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 58.52, "max_partial_current_gas_total_mean": 240.09, "max_partial_current_h2_mean": 212.91, "max_partial_current_liquid_mean": 59.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.03, "partial_current_ch4_std": 0, "partial_current_co_mean": 51.64, "partial_current_co_std": 0, "partial_current_gas_total_mean": 127.19, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 75.51, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.82, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.333-Au-0.333-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Pd-0.333", "voltage_mean": 3.43, "voltage_std": 0, "xrf composition": "Ag-0.496-Au-0.377-Pd-0.126"}, {"Ag": 0.496, "Au": 0.377, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.126, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 73035.12, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 29.26, "fe_co_std": 0, "fe_gas_total_mean": 83.02, "fe_gas_total_std": 0, "fe_h2_mean": 53.74, "fe_h2_std": 0, "fe_liquid_mean": 16.98, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 58.52, "max_partial_current_gas_total_mean": 240.09, "max_partial_current_h2_mean": 212.91, "max_partial_current_liquid_mean": 59.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 58.52, "partial_current_co_std": 0, "partial_current_gas_total_mean": 166.04, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 107.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 33.96, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.333-Au-0.333-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Pd-0.333", "voltage_mean": 3.58, "voltage_std": 0, "xrf composition": "Ag-0.496-Au-0.377-Pd-0.126"}, {"Ag": 0.496, "Au": 0.377, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.126, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 73035.12, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 9.03, "fe_co_std": 0, "fe_gas_total_mean": 80.03, "fe_gas_total_std": 0, "fe_h2_mean": 70.97, "fe_h2_std": 0, "fe_liquid_mean": 19.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 58.52, "max_partial_current_gas_total_mean": 240.09, "max_partial_current_h2_mean": 212.91, "max_partial_current_liquid_mean": 59.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 27.09, "partial_current_co_std": 0, "partial_current_gas_total_mean": 240.09, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 212.91, "partial_current_h2_std": 0, "partial_current_liquid_mean": 59.91, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.333-Au-0.333-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.333-Au-0.333-Pd-0.333", "voltage_mean": 3.74, "voltage_std": 0, "xrf composition": "Ag-0.496-Au-0.377-Pd-0.126"}, {"Ag": 0.521, "Au": 0.268, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.211, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 60619.39, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp29_241004_Ag-0.417-Au-0.083-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.083-Pd-0.5", "voltage_mean": 2.71, "voltage_std": 0, "xrf composition": "Ag-0.521-Au-0.268-Pd-0.211"}, {"Ag": 0.521, "Au": 0.268, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.211, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 60619.39, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 26.57, "fe_co_std": 0, "fe_gas_total_mean": 83.82, "fe_gas_total_std": 0, "fe_h2_mean": 57.24, "fe_h2_std": 0, "fe_liquid_mean": 16.18, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.98, "max_partial_current_gas_total_mean": 241.62, "max_partial_current_h2_mean": 196.68, "max_partial_current_liquid_mean": 58.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 13.28, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.91, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 28.62, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.09, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.417-Au-0.083-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.083-Pd-0.5", "voltage_mean": 2.95, "voltage_std": 0, "xrf composition": "Ag-0.521-Au-0.268-Pd-0.211"}, {"Ag": 0.521, "Au": 0.268, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.211, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 60619.39, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 45.08, "fe_co_std": 0, "fe_gas_total_mean": 85.09, "fe_gas_total_std": 0, "fe_h2_mean": 40.01, "fe_h2_std": 0, "fe_liquid_mean": 14.91, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.98, "max_partial_current_gas_total_mean": 241.62, "max_partial_current_h2_mean": 196.68, "max_partial_current_liquid_mean": 58.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 45.08, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.09, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 40.01, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.91, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.417-Au-0.083-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.083-Pd-0.5", "voltage_mean": 3.27, "voltage_std": 0, "xrf composition": "Ag-0.521-Au-0.268-Pd-0.211"}, {"Ag": 0.521, "Au": 0.268, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.211, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 60619.39, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 47.19, "fe_co_std": 0, "fe_gas_total_mean": 84.6, "fe_gas_total_std": 0, "fe_h2_mean": 37.4, "fe_h2_std": 0, "fe_liquid_mean": 15.4, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.98, "max_partial_current_gas_total_mean": 241.62, "max_partial_current_h2_mean": 196.68, "max_partial_current_liquid_mean": 58.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 70.78, "partial_current_co_std": 0, "partial_current_gas_total_mean": 126.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 56.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.1, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.417-Au-0.083-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.083-Pd-0.5", "voltage_mean": 3.46, "voltage_std": 0, "xrf composition": "Ag-0.521-Au-0.268-Pd-0.211"}, {"Ag": 0.521, "Au": 0.268, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.211, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 60619.39, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 35.99, "fe_co_std": 0, "fe_gas_total_mean": 83.75, "fe_gas_total_std": 0, "fe_h2_mean": 47.74, "fe_h2_std": 0, "fe_liquid_mean": 16.25, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.98, "max_partial_current_gas_total_mean": 241.62, "max_partial_current_h2_mean": 196.68, "max_partial_current_liquid_mean": 58.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.04, "partial_current_ch4_std": 0, "partial_current_co_mean": 71.98, "partial_current_co_std": 0, "partial_current_gas_total_mean": 167.5, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 95.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 32.5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.417-Au-0.083-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.083-Pd-0.5", "voltage_mean": 3.59, "voltage_std": 0, "xrf composition": "Ag-0.521-Au-0.268-Pd-0.211"}, {"Ag": 0.521, "Au": 0.268, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.211, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 60619.39, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 14.96, "fe_co_std": 0, "fe_gas_total_mean": 80.54, "fe_gas_total_std": 0, "fe_h2_mean": 65.56, "fe_h2_std": 0, "fe_liquid_mean": 19.46, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 71.98, "max_partial_current_gas_total_mean": 241.62, "max_partial_current_h2_mean": 196.68, "max_partial_current_liquid_mean": 58.38, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 44.88, "partial_current_co_std": 0, "partial_current_gas_total_mean": 241.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 196.68, "partial_current_h2_std": 0, "partial_current_liquid_mean": 58.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.417-Au-0.083-Pd-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.417-Au-0.083-Pd-0.5", "voltage_mean": 3.78, "voltage_std": 0, "xrf composition": "Ag-0.521-Au-0.268-Pd-0.211"}, {"Ag": 0.509, "Au": 0.361, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.13, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 70974.42, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp29_241004_Ag-0.5-Au-0.167-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.167-Pd-0.333", "voltage_mean": 2.7, "voltage_std": 0, "xrf composition": "Ag-0.509-Au-0.361-Pd-0.13"}, {"Ag": 0.509, "Au": 0.361, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.13, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 70974.42, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 35.88, "fe_co_std": 0, "fe_gas_total_mean": 86.27, "fe_gas_total_std": 0, "fe_h2_mean": 50.38, "fe_h2_std": 0, "fe_liquid_mean": 13.73, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 72, "max_partial_current_gas_total_mean": 244.17, "max_partial_current_h2_mean": 218.52, "max_partial_current_liquid_mean": 55.83, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 17.94, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 25.19, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.5-Au-0.167-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.167-Pd-0.333", "voltage_mean": 2.92, "voltage_std": 0, "xrf composition": "Ag-0.509-Au-0.361-Pd-0.13"}, {"Ag": 0.509, "Au": 0.361, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.13, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 70974.42, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 41.15, "fe_co_std": 0, "fe_gas_total_mean": 85.5, "fe_gas_total_std": 0, "fe_h2_mean": 44.34, "fe_h2_std": 0, "fe_liquid_mean": 14.5, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 72, "max_partial_current_gas_total_mean": 244.17, "max_partial_current_h2_mean": 218.52, "max_partial_current_liquid_mean": 55.83, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 41.15, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.5, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 44.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.5-Au-0.167-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.167-Pd-0.333", "voltage_mean": 3.22, "voltage_std": 0, "xrf composition": "Ag-0.509-Au-0.361-Pd-0.13"}, {"Ag": 0.509, "Au": 0.361, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.13, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 70974.42, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 39.79, "fe_co_std": 0, "fe_gas_total_mean": 84.42, "fe_gas_total_std": 0, "fe_h2_mean": 44.61, "fe_h2_std": 0, "fe_liquid_mean": 15.58, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 72, "max_partial_current_gas_total_mean": 244.17, "max_partial_current_h2_mean": 218.52, "max_partial_current_liquid_mean": 55.83, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 59.68, "partial_current_co_std": 0, "partial_current_gas_total_mean": 126.63, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 66.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.37, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.5-Au-0.167-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.167-Pd-0.333", "voltage_mean": 3.4, "voltage_std": 0, "xrf composition": "Ag-0.509-Au-0.361-Pd-0.13"}, {"Ag": 0.509, "Au": 0.361, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.13, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 70974.42, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 36, "fe_co_std": 0, "fe_gas_total_mean": 83.15, "fe_gas_total_std": 0, "fe_h2_mean": 47.13, "fe_h2_std": 0, "fe_liquid_mean": 16.85, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 72, "max_partial_current_gas_total_mean": 244.17, "max_partial_current_h2_mean": 218.52, "max_partial_current_liquid_mean": 55.83, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 72, "partial_current_co_std": 0, "partial_current_gas_total_mean": 166.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 94.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 33.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.5-Au-0.167-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.167-Pd-0.333", "voltage_mean": 3.56, "voltage_std": 0, "xrf composition": "Ag-0.509-Au-0.361-Pd-0.13"}, {"Ag": 0.509, "Au": 0.361, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.13, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 70974.42, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 8.53, "fe_co_std": 0, "fe_gas_total_mean": 81.39, "fe_gas_total_std": 0, "fe_h2_mean": 72.84, "fe_h2_std": 0, "fe_liquid_mean": 18.61, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 72, "max_partial_current_gas_total_mean": 244.17, "max_partial_current_h2_mean": 218.52, "max_partial_current_liquid_mean": 55.83, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.59, "partial_current_co_std": 0, "partial_current_gas_total_mean": 244.17, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 218.52, "partial_current_h2_std": 0, "partial_current_liquid_mean": 55.83, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.5-Au-0.167-Pd-0.333_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.167-Pd-0.333", "voltage_mean": 3.78, "voltage_std": 0, "xrf composition": "Ag-0.509-Au-0.361-Pd-0.13"}, {"Ag": 0.346, "Au": 0.373, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.281, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 77911.57, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp29_241004_Ag-0.5-Au-0.25-Pd-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Pd-0.25", "voltage_mean": 2.71, "voltage_std": 0, "xrf composition": "Ag-0.346-Au-0.373-Pd-0.281"}, {"Ag": 0.346, "Au": 0.373, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.281, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 77911.57, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 21.73, "fe_co_std": 0, "fe_gas_total_mean": 85.17, "fe_gas_total_std": 0, "fe_h2_mean": 63.43, "fe_h2_std": 0, "fe_liquid_mean": 14.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 58.54, "max_partial_current_gas_total_mean": 242.4, "max_partial_current_h2_mean": 216.87, "max_partial_current_liquid_mean": 57.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 10.86, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 31.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.5-Au-0.25-Pd-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Pd-0.25", "voltage_mean": 2.88, "voltage_std": 0, "xrf composition": "Ag-0.346-Au-0.373-Pd-0.281"}, {"Ag": 0.346, "Au": 0.373, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.281, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 77911.57, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 36.07, "fe_co_std": 0, "fe_gas_total_mean": 85.18, "fe_gas_total_std": 0, "fe_h2_mean": 49.1, "fe_h2_std": 0, "fe_liquid_mean": 14.82, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 58.54, "max_partial_current_gas_total_mean": 242.4, "max_partial_current_h2_mean": 216.87, "max_partial_current_liquid_mean": 57.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.01, "partial_current_ch4_std": 0, "partial_current_co_mean": 36.07, "partial_current_co_std": 0, "partial_current_gas_total_mean": 85.18, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 49.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.82, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.5-Au-0.25-Pd-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Pd-0.25", "voltage_mean": 3.29, "voltage_std": 0, "xrf composition": "Ag-0.346-Au-0.373-Pd-0.281"}, {"Ag": 0.346, "Au": 0.373, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.281, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 77911.57, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 39.03, "fe_co_std": 0, "fe_gas_total_mean": 84.93, "fe_gas_total_std": 0, "fe_h2_mean": 45.89, "fe_h2_std": 0, "fe_liquid_mean": 15.07, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 58.54, "max_partial_current_gas_total_mean": 242.4, "max_partial_current_h2_mean": 216.87, "max_partial_current_liquid_mean": 57.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 58.54, "partial_current_co_std": 0, "partial_current_gas_total_mean": 127.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 68.83, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.5-Au-0.25-Pd-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Pd-0.25", "voltage_mean": 3.43, "voltage_std": 0, "xrf composition": "Ag-0.346-Au-0.373-Pd-0.281"}, {"Ag": 0.346, "Au": 0.373, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.281, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 77911.57, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.01, "fe_ch4_std": 0, "fe_co_mean": 28.52, "fe_co_std": 0, "fe_gas_total_mean": 84.3, "fe_gas_total_std": 0, "fe_h2_mean": 55.76, "fe_h2_std": 0, "fe_liquid_mean": 15.7, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 58.54, "max_partial_current_gas_total_mean": 242.4, "max_partial_current_h2_mean": 216.87, "max_partial_current_liquid_mean": 57.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.02, "partial_current_ch4_std": 0, "partial_current_co_mean": 57.04, "partial_current_co_std": 0, "partial_current_gas_total_mean": 168.6, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 111.52, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.4, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.5-Au-0.25-Pd-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Pd-0.25", "voltage_mean": 3.61, "voltage_std": 0, "xrf composition": "Ag-0.346-Au-0.373-Pd-0.281"}, {"Ag": 0.346, "Au": 0.373, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0.281, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 241004, "batch number": 29, "cost_per_gram": 77911.57, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.02, "fe_ch4_std": 0, "fe_co_mean": 8.49, "fe_co_std": 0, "fe_gas_total_mean": 80.8, "fe_gas_total_std": 0, "fe_h2_mean": 72.29, "fe_h2_std": 0, "fe_liquid_mean": 19.2, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.06, "max_partial_current_co_mean": 58.54, "max_partial_current_gas_total_mean": 242.4, "max_partial_current_h2_mean": 216.87, "max_partial_current_liquid_mean": 57.6, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.06, "partial_current_ch4_std": 0, "partial_current_co_mean": 25.47, "partial_current_co_std": 0, "partial_current_gas_total_mean": 242.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 216.87, "partial_current_h2_std": 0, "partial_current_liquid_mean": 57.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp29_241004_Ag-0.5-Au-0.25-Pd-0.25_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Ag-0.5-Au-0.25-Pd-0.25", "voltage_mean": 3.82, "voltage_std": 0, "xrf composition": "Ag-0.346-Au-0.373-Pd-0.281"}, {"Ag": 0, "Au": 0.602, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.398, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 109076.86, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp30_250203_Au-0.64-Mn-0.36_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.64-Mn-0.36", "voltage_mean": 2.748282041, "voltage_std": 0, "xrf composition": "Au-0.602-Mn-0.398"}, {"Ag": 0, "Au": 0.602, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.398, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 109076.86, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.64, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.3, "fe_gas_total_std": 0, "fe_h2_mean": 86.63, "fe_h2_std": 0, "fe_liquid_mean": 12.7, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.97, "max_partial_current_h2_mean": 248.58, "max_partial_current_liquid_mean": 51.03, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.32, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.65, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.32, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.35, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.64-Mn-0.36_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.64-Mn-0.36", "voltage_mean": 2.971803262, "voltage_std": 0, "xrf composition": "Au-0.602-Mn-0.398"}, {"Ag": 0, "Au": 0.602, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.398, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 109076.86, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.37, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.14, "fe_gas_total_std": 0, "fe_h2_mean": 87.75, "fe_h2_std": 0, "fe_liquid_mean": 11.86, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.97, "max_partial_current_h2_mean": 248.58, "max_partial_current_liquid_mean": 51.03, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.37, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 88.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 87.75, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.64-Mn-0.36_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.64-Mn-0.36", "voltage_mean": 3.331112432, "voltage_std": 0, "xrf composition": "Au-0.602-Mn-0.398"}, {"Ag": 0, "Au": 0.602, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.398, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 109076.86, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.27, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.12, "fe_gas_total_std": 0, "fe_h2_mean": 86.84, "fe_h2_std": 0, "fe_liquid_mean": 12.88, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.97, "max_partial_current_h2_mean": 248.58, "max_partial_current_liquid_mean": 51.03, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.4, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 130.68, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 130.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.32, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.64-Mn-0.36_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.64-Mn-0.36", "voltage_mean": 3.435233704, "voltage_std": 0, "xrf composition": "Au-0.602-Mn-0.398"}, {"Ag": 0, "Au": 0.602, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.398, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 109076.86, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.2, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.34, "fe_gas_total_std": 0, "fe_h2_mean": 86.13, "fe_h2_std": 0, "fe_liquid_mean": 13.66, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.97, "max_partial_current_h2_mean": 248.58, "max_partial_current_liquid_mean": 51.03, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.4, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 172.68, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 172.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 27.32, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.64-Mn-0.36_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.64-Mn-0.36", "voltage_mean": 3.562348914, "voltage_std": 0, "xrf composition": "Au-0.602-Mn-0.398"}, {"Ag": 0, "Au": 0.602, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.398, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 109076.86, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 82.99, "fe_gas_total_std": 0, "fe_h2_mean": 82.86, "fe_h2_std": 0, "fe_liquid_mean": 17.01, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.97, "max_partial_current_h2_mean": 248.58, "max_partial_current_liquid_mean": 51.03, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.39, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 248.97, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 248.58, "partial_current_h2_std": 0, "partial_current_liquid_mean": 51.03, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.64-Mn-0.36_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.64-Mn-0.36", "voltage_mean": 3.712271435, "voltage_std": 0, "xrf composition": "Au-0.602-Mn-0.398"}, {"Ag": 0, "Au": 0.482, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.518, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 99396.97, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp30_250203_Au-0.65-Mn-0.35_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.65-Mn-0.35", "voltage_mean": 2.710497041, "voltage_std": 0, "xrf composition": "Au-0.482-Mn-0.518"}, {"Ag": 0, "Au": 0.482, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.518, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 99396.97, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.69, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.25, "fe_gas_total_std": 0, "fe_h2_mean": 87.54, "fe_h2_std": 0, "fe_liquid_mean": 11.75, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 185.07, "max_partial_current_h2_mean": 184.71, "max_partial_current_liquid_mean": 114.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.34, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.77, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.65-Mn-0.35_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.65-Mn-0.35", "voltage_mean": 2.956390718, "voltage_std": 0, "xrf composition": "Au-0.482-Mn-0.518"}, {"Ag": 0, "Au": 0.482, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.518, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 99396.97, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.36, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 89.47, "fe_gas_total_std": 0, "fe_h2_mean": 89.1, "fe_h2_std": 0, "fe_liquid_mean": 10.53, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 185.07, "max_partial_current_h2_mean": 184.71, "max_partial_current_liquid_mean": 114.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.47, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 89.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.53, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.65-Mn-0.35_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.65-Mn-0.35", "voltage_mean": 3.283803714, "voltage_std": 0, "xrf composition": "Au-0.482-Mn-0.518"}, {"Ag": 0, "Au": 0.482, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.518, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 99396.97, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.25, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.84, "fe_gas_total_std": 0, "fe_h2_mean": 87.58, "fe_h2_std": 0, "fe_liquid_mean": 12.16, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 185.07, "max_partial_current_h2_mean": 184.71, "max_partial_current_liquid_mean": 114.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 131.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 131.37, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.65-Mn-0.35_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.65-Mn-0.35", "voltage_mean": 3.393295429, "voltage_std": 0, "xrf composition": "Au-0.482-Mn-0.518"}, {"Ag": 0, "Au": 0.482, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.518, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 99396.97, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.19, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 85.82, "fe_gas_total_std": 0, "fe_h2_mean": 85.63, "fe_h2_std": 0, "fe_liquid_mean": 14.18, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 185.07, "max_partial_current_h2_mean": 184.71, "max_partial_current_liquid_mean": 114.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 171.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 171.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.65-Mn-0.35_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.65-Mn-0.35", "voltage_mean": 3.494856532, "voltage_std": 0, "xrf composition": "Au-0.482-Mn-0.518"}, {"Ag": 0, "Au": 0.482, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.518, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 99396.97, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.11, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 61.69, "fe_gas_total_std": 0, "fe_h2_mean": 61.57, "fe_h2_std": 0, "fe_liquid_mean": 38.31, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 185.07, "max_partial_current_h2_mean": 184.71, "max_partial_current_liquid_mean": 114.93, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.33, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 185.07, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 184.71, "partial_current_h2_std": 0, "partial_current_liquid_mean": 114.93, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.65-Mn-0.35_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.65-Mn-0.35", "voltage_mean": 3.66578592, "voltage_std": 0, "xrf composition": "Au-0.482-Mn-0.518"}, {"Ag": 0, "Au": 0.676, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.324, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 113956.52, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp30_250203_Au-0.67-Mn-0.33_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.67-Mn-0.33", "voltage_mean": 2.7721530495, "voltage_std": 0.07156765688922043, "xrf composition": "Au-0.676-Mn-0.324"}, {"Ag": 0, "Au": 0.676, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.324, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 113956.52, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.6, "fe_ch4_std": 0.04, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.62, "fe_gas_total_std": 1.31, "fe_h2_mean": 86, "fe_h2_std": 1.35, "fe_liquid_mean": 13.38, "fe_liquid_std": 1.31, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 247.98, "max_partial_current_h2_mean": 247.59, "max_partial_current_liquid_mean": 52.02, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.3, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.31, "partial_current_gas_total_std": 0.65, "partial_current_h2_mean": 43, "partial_current_h2_std": 0.68, "partial_current_liquid_mean": 6.69, "partial_current_liquid_std": 0.65, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.67-Mn-0.33_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.67-Mn-0.33", "voltage_mean": 2.927746395, "voltage_std": 0.022399977516014052, "xrf composition": "Au-0.676-Mn-0.324"}, {"Ag": 0, "Au": 0.676, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.324, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 113956.52, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.34, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.72, "fe_gas_total_std": 0.07, "fe_h2_mean": 87.37, "fe_h2_std": 0.07, "fe_liquid_mean": 12.28, "fe_liquid_std": 0.07, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 247.98, "max_partial_current_h2_mean": 247.59, "max_partial_current_liquid_mean": 52.02, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.34, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.72, "partial_current_gas_total_std": 0.07, "partial_current_h2_mean": 87.37, "partial_current_h2_std": 0.07, "partial_current_liquid_mean": 12.28, "partial_current_liquid_std": 0.07, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.67-Mn-0.33_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.67-Mn-0.33", "voltage_mean": 3.2808023985, "voltage_std": 0.04781618618232425, "xrf composition": "Au-0.676-Mn-0.324"}, {"Ag": 0, "Au": 0.676, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.324, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 113956.52, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.24, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.77, "fe_gas_total_std": 0.03, "fe_h2_mean": 86.52, "fe_h2_std": 0.04, "fe_liquid_mean": 13.23, "fe_liquid_std": 0.03, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 247.98, "max_partial_current_h2_mean": 247.59, "max_partial_current_liquid_mean": 52.02, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.37, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 130.16, "partial_current_gas_total_std": 0.04, "partial_current_h2_mean": 129.77, "partial_current_h2_std": 0.05, "partial_current_liquid_mean": 19.84, "partial_current_liquid_std": 0.04, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.67-Mn-0.33_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.67-Mn-0.33", "voltage_mean": 3.563828269, "voltage_std": 0.17520237437422684, "xrf composition": "Au-0.676-Mn-0.324"}, {"Ag": 0, "Au": 0.676, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.324, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 113956.52, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.2, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 85.88, "fe_gas_total_std": 0.47, "fe_h2_mean": 85.68, "fe_h2_std": 0.47, "fe_liquid_mean": 14.12, "fe_liquid_std": 0.47, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 247.98, "max_partial_current_h2_mean": 247.59, "max_partial_current_liquid_mean": 52.02, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.4, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 171.76, "partial_current_gas_total_std": 0.93, "partial_current_h2_mean": 171.35, "partial_current_h2_std": 0.95, "partial_current_liquid_mean": 28.24, "partial_current_liquid_std": 0.93, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.67-Mn-0.33_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.67-Mn-0.33", "voltage_mean": 3.5517047059999998, "voltage_std": 0.04459328044780998, "xrf composition": "Au-0.676-Mn-0.324"}, {"Ag": 0, "Au": 0.676, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.324, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 113956.52, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 82.66, "fe_gas_total_std": 1.15, "fe_h2_mean": 82.53, "fe_h2_std": 1.13, "fe_liquid_mean": 17.34, "fe_liquid_std": 1.15, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 247.98, "max_partial_current_h2_mean": 247.59, "max_partial_current_liquid_mean": 52.02, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 247.98, "partial_current_gas_total_std": 3.44, "partial_current_h2_mean": 247.59, "partial_current_h2_std": 3.39, "partial_current_liquid_mean": 52.02, "partial_current_liquid_std": 3.44, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.67-Mn-0.33_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.67-Mn-0.33", "voltage_mean": 3.71265346, "voltage_std": 0.042138557842707466, "xrf composition": "Au-0.676-Mn-0.324"}, {"Ag": 0, "Au": 0.586, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.414, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 107924.18, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp30_250203_Au-0.69-Mn-0.31_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.69-Mn-0.31", "voltage_mean": 2.764453612, "voltage_std": 0, "xrf composition": "Au-0.586-Mn-0.414"}, {"Ag": 0, "Au": 0.586, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.414, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 107924.18, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.85, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.06, "fe_gas_total_std": 0, "fe_h2_mean": 86.2, "fe_h2_std": 0, "fe_liquid_mean": 12.94, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.62, "max_partial_current_co_mean": 0.9, "max_partial_current_gas_total_mean": 250.59, "max_partial_current_h2_mean": 249.03, "max_partial_current_liquid_mean": 49.41, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.42, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.53, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.47, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.69-Mn-0.31_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.69-Mn-0.31", "voltage_mean": 2.961240654, "voltage_std": 0, "xrf composition": "Au-0.586-Mn-0.414"}, {"Ag": 0, "Au": 0.586, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.414, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 107924.18, "current density": 100, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.49, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.55, "fe_gas_total_std": 0, "fe_h2_mean": 87.01, "fe_h2_std": 0, "fe_liquid_mean": 12.45, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.62, "max_partial_current_co_mean": 0.9, "max_partial_current_gas_total_mean": 250.59, "max_partial_current_h2_mean": 249.03, "max_partial_current_liquid_mean": 49.41, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.49, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.55, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 87.01, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.45, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.69-Mn-0.31_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.69-Mn-0.31", "voltage_mean": 3.213909598, "voltage_std": 0, "xrf composition": "Au-0.586-Mn-0.414"}, {"Ag": 0, "Au": 0.586, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.414, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 107924.18, "current density": 150, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.37, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.33, "fe_gas_total_std": 0, "fe_h2_mean": 86.91, "fe_h2_std": 0, "fe_liquid_mean": 12.67, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.62, "max_partial_current_co_mean": 0.9, "max_partial_current_gas_total_mean": 250.59, "max_partial_current_h2_mean": 249.03, "max_partial_current_liquid_mean": 49.41, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.56, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 131, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 130.36, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.69-Mn-0.31_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.69-Mn-0.31", "voltage_mean": 3.379188771, "voltage_std": 0, "xrf composition": "Au-0.586-Mn-0.414"}, {"Ag": 0, "Au": 0.586, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.414, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 107924.18, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.31, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 85.44, "fe_gas_total_std": 0, "fe_h2_mean": 85.08, "fe_h2_std": 0, "fe_liquid_mean": 14.56, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.62, "max_partial_current_co_mean": 0.9, "max_partial_current_gas_total_mean": 250.59, "max_partial_current_h2_mean": 249.03, "max_partial_current_liquid_mean": 49.41, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.62, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 170.88, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 170.16, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.12, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.69-Mn-0.31_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.69-Mn-0.31", "voltage_mean": 3.515650027, "voltage_std": 0, "xrf composition": "Au-0.586-Mn-0.414"}, {"Ag": 0, "Au": 0.586, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.414, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 107924.18, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.2, "fe_ch4_std": 0, "fe_co_mean": 0.3, "fe_co_std": 0, "fe_gas_total_mean": 83.53, "fe_gas_total_std": 0, "fe_h2_mean": 83.01, "fe_h2_std": 0, "fe_liquid_mean": 16.47, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.62, "max_partial_current_co_mean": 0.9, "max_partial_current_gas_total_mean": 250.59, "max_partial_current_h2_mean": 249.03, "max_partial_current_liquid_mean": 49.41, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.6, "partial_current_ch4_std": 0, "partial_current_co_mean": 0.9, "partial_current_co_std": 0, "partial_current_gas_total_mean": 250.59, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 249.03, "partial_current_h2_std": 0, "partial_current_liquid_mean": 49.41, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.69-Mn-0.31_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.69-Mn-0.31", "voltage_mean": 3.667318066, "voltage_std": 0, "xrf composition": "Au-0.586-Mn-0.414"}, {"Ag": 0, "Au": 0.66, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.34, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 112959.92, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp30_250203_Au-0.69-Mn-0.31_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Au-0.69-Mn-0.31", "voltage_mean": 2.7599345082499998, "voltage_std": 0.01754083049802416, "xrf composition": "Au-0.66-Mn-0.34"}, {"Ag": 0, "Au": 0.66, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.34, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 112959.92, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.67, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.5, "fe_gas_total_std": 2.79, "fe_h2_mean": 86.8, "fe_h2_std": 2.78, "fe_liquid_mean": 12.5, "fe_liquid_std": 2.79, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.44, "max_partial_current_co_mean": 0.99, "max_partial_current_gas_total_mean": 251.57, "max_partial_current_h2_mean": 250.11, "max_partial_current_liquid_mean": 48.43, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.33, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.75, "partial_current_gas_total_std": 1.39, "partial_current_h2_mean": 43.4, "partial_current_h2_std": 1.39, "partial_current_liquid_mean": 6.25, "partial_current_liquid_std": 1.39, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.69-Mn-0.31_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Au-0.69-Mn-0.31", "voltage_mean": 2.9831346205, "voltage_std": 0.053838266457706015, "xrf composition": "Au-0.66-Mn-0.34"}, {"Ag": 0, "Au": 0.66, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.34, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 112959.92, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.36, "fe_ch4_std": 0.03, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 89.73, "fe_gas_total_std": 2.47, "fe_h2_mean": 89.34, "fe_h2_std": 2.47, "fe_liquid_mean": 10.27, "fe_liquid_std": 2.47, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.44, "max_partial_current_co_mean": 0.99, "max_partial_current_gas_total_mean": 251.57, "max_partial_current_h2_mean": 250.11, "max_partial_current_liquid_mean": 48.43, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.73, "partial_current_gas_total_std": 2.47, "partial_current_h2_mean": 89.34, "partial_current_h2_std": 2.47, "partial_current_liquid_mean": 10.27, "partial_current_liquid_std": 2.47, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.69-Mn-0.31_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Au-0.69-Mn-0.31", "voltage_mean": 3.34198173175, "voltage_std": 0.05770539393534336, "xrf composition": "Au-0.66-Mn-0.34"}, {"Ag": 0, "Au": 0.66, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.34, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 112959.92, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.26, "fe_ch4_std": 0.02, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.28, "fe_gas_total_std": 1.42, "fe_h2_mean": 88, "fe_h2_std": 1.41, "fe_liquid_mean": 11.72, "fe_liquid_std": 1.42, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.44, "max_partial_current_co_mean": 0.99, "max_partial_current_gas_total_mean": 251.57, "max_partial_current_h2_mean": 250.11, "max_partial_current_liquid_mean": 48.43, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.39, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 132.42, "partial_current_gas_total_std": 2.13, "partial_current_h2_mean": 132, "partial_current_h2_std": 2.11, "partial_current_liquid_mean": 17.58, "partial_current_liquid_std": 2.13, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.69-Mn-0.31_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Au-0.69-Mn-0.31", "voltage_mean": 3.448085141, "voltage_std": 0.04812757733298448, "xrf composition": "Au-0.66-Mn-0.34"}, {"Ag": 0, "Au": 0.66, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.34, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 112959.92, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.22, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.27, "fe_gas_total_std": 2.07, "fe_h2_mean": 87.04, "fe_h2_std": 2.06, "fe_liquid_mean": 12.73, "fe_liquid_std": 2.07, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.44, "max_partial_current_co_mean": 0.99, "max_partial_current_gas_total_mean": 251.57, "max_partial_current_h2_mean": 250.11, "max_partial_current_liquid_mean": 48.43, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.43, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 174.54, "partial_current_gas_total_std": 4.15, "partial_current_h2_mean": 174.07, "partial_current_h2_std": 4.12, "partial_current_liquid_mean": 25.46, "partial_current_liquid_std": 4.15, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.69-Mn-0.31_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Au-0.69-Mn-0.31", "voltage_mean": 3.653550705, "voltage_std": 0.16480965629799874, "xrf composition": "Au-0.66-Mn-0.34"}, {"Ag": 0, "Au": 0.66, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.34, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 112959.92, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.15, "fe_ch4_std": 0.01, "fe_co_mean": 0.33, "fe_co_std": 0.25, "fe_gas_total_mean": 83.86, "fe_gas_total_std": 2.27, "fe_h2_mean": 83.37, "fe_h2_std": 2.21, "fe_liquid_mean": 16.14, "fe_liquid_std": 2.27, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.44, "max_partial_current_co_mean": 0.99, "max_partial_current_gas_total_mean": 251.57, "max_partial_current_h2_mean": 250.11, "max_partial_current_liquid_mean": 48.43, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.44, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 0.99, "partial_current_co_std": 0.74, "partial_current_gas_total_mean": 251.57, "partial_current_gas_total_std": 6.82, "partial_current_h2_mean": 250.11, "partial_current_h2_std": 6.62, "partial_current_liquid_mean": 48.43, "partial_current_liquid_std": 6.82, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.69-Mn-0.31_pp0_rep2", "sample_count": 3, "source": "vsp", "target composition": "Au-0.69-Mn-0.31", "voltage_mean": 3.77403234875, "voltage_std": 0.06821996442446243, "xrf composition": "Au-0.66-Mn-0.34"}, {"Ag": 0, "Au": 0.555, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.445, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 105579.43, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp30_250203_Au-0.73-Mn-0.27_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.73-Mn-0.27", "voltage_mean": 2.7267915866666663, "voltage_std": 0.014111462306878583, "xrf composition": "Au-0.555-Mn-0.445"}, {"Ag": 0, "Au": 0.555, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.445, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 105579.43, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.69, "fe_ch4_std": 0.05, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.67, "fe_gas_total_std": 0.64, "fe_h2_mean": 85.95, "fe_h2_std": 0.65, "fe_liquid_mean": 13.33, "fe_liquid_std": 0.64, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.57, "max_partial_current_h2_mean": 248.16, "max_partial_current_liquid_mean": 51.43, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.34, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.34, "partial_current_gas_total_std": 0.32, "partial_current_h2_mean": 42.98, "partial_current_h2_std": 0.32, "partial_current_liquid_mean": 6.66, "partial_current_liquid_std": 0.32, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.73-Mn-0.27_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.73-Mn-0.27", "voltage_mean": 2.9599499923333332, "voltage_std": 0.025200017975408415, "xrf composition": "Au-0.555-Mn-0.445"}, {"Ag": 0, "Au": 0.555, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.445, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 105579.43, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.38, "fe_ch4_std": 0.04, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.21, "fe_gas_total_std": 0.93, "fe_h2_mean": 86.81, "fe_h2_std": 0.97, "fe_liquid_mean": 12.79, "fe_liquid_std": 0.93, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.57, "max_partial_current_h2_mean": 248.16, "max_partial_current_liquid_mean": 51.43, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.21, "partial_current_gas_total_std": 0.93, "partial_current_h2_mean": 86.81, "partial_current_h2_std": 0.97, "partial_current_liquid_mean": 12.79, "partial_current_liquid_std": 0.93, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.73-Mn-0.27_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.73-Mn-0.27", "voltage_mean": 3.2673038093333333, "voltage_std": 0.03901107640282937, "xrf composition": "Au-0.555-Mn-0.445"}, {"Ag": 0, "Au": 0.555, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.445, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 105579.43, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.26, "fe_ch4_std": 0.02, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.62, "fe_gas_total_std": 0.56, "fe_h2_mean": 86.35, "fe_h2_std": 0.56, "fe_liquid_mean": 13.38, "fe_liquid_std": 0.56, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.57, "max_partial_current_h2_mean": 248.16, "max_partial_current_liquid_mean": 51.43, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 129.93, "partial_current_gas_total_std": 0.84, "partial_current_h2_mean": 129.52, "partial_current_h2_std": 0.85, "partial_current_liquid_mean": 20.07, "partial_current_liquid_std": 0.84, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.73-Mn-0.27_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.73-Mn-0.27", "voltage_mean": 3.4025686623333335, "voltage_std": 0.00821896795091385, "xrf composition": "Au-0.555-Mn-0.445"}, {"Ag": 0, "Au": 0.555, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.445, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 105579.43, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.19, "fe_ch4_std": 0.02, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 85.33, "fe_gas_total_std": 0.8, "fe_h2_mean": 85.12, "fe_h2_std": 0.78, "fe_liquid_mean": 14.67, "fe_liquid_std": 0.8, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.57, "max_partial_current_h2_mean": 248.16, "max_partial_current_liquid_mean": 51.43, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.39, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 170.67, "partial_current_gas_total_std": 1.61, "partial_current_h2_mean": 170.25, "partial_current_h2_std": 1.55, "partial_current_liquid_mean": 29.33, "partial_current_liquid_std": 1.61, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.73-Mn-0.27_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.73-Mn-0.27", "voltage_mean": 3.5396262036666664, "voltage_std": 0.02272268581097817, "xrf composition": "Au-0.555-Mn-0.445"}, {"Ag": 0, "Au": 0.555, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.445, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 105579.43, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0.02, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 82.86, "fe_gas_total_std": 0.58, "fe_h2_mean": 82.72, "fe_h2_std": 0.56, "fe_liquid_mean": 17.14, "fe_liquid_std": 0.58, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.57, "max_partial_current_h2_mean": 248.16, "max_partial_current_liquid_mean": 51.43, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 248.57, "partial_current_gas_total_std": 1.73, "partial_current_h2_mean": 248.16, "partial_current_h2_std": 1.67, "partial_current_liquid_mean": 51.43, "partial_current_liquid_std": 1.73, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.73-Mn-0.27_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.73-Mn-0.27", "voltage_mean": 3.7314367453333332, "voltage_std": 0.020777446041778804, "xrf composition": "Au-0.555-Mn-0.445"}, {"Ag": 0, "Au": 0.706, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.294, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 115746.5, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp30_250203_Au-0.75-Mn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Mn-0.25", "voltage_mean": 2.68300586, "voltage_std": 0, "xrf composition": "Au-0.706-Mn-0.294"}, {"Ag": 0, "Au": 0.706, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.294, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 115746.5, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.64, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.23, "fe_gas_total_std": 0, "fe_h2_mean": 87.57, "fe_h2_std": 0, "fe_liquid_mean": 11.77, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.65, "max_partial_current_h2_mean": 250.26, "max_partial_current_liquid_mean": 49.35, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.32, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.12, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.78, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.88, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.75-Mn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Mn-0.25", "voltage_mean": 2.93944095, "voltage_std": 0, "xrf composition": "Au-0.706-Mn-0.294"}, {"Ag": 0, "Au": 0.706, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.294, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 115746.5, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.35, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 89.39, "fe_gas_total_std": 0, "fe_h2_mean": 89.03, "fe_h2_std": 0, "fe_liquid_mean": 10.61, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.65, "max_partial_current_h2_mean": 250.26, "max_partial_current_liquid_mean": 49.35, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.35, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.39, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 89.03, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.61, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.75-Mn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Mn-0.25", "voltage_mean": 3.199552688, "voltage_std": 0, "xrf composition": "Au-0.706-Mn-0.294"}, {"Ag": 0, "Au": 0.706, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.294, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 115746.5, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.24, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.94, "fe_gas_total_std": 0, "fe_h2_mean": 87.69, "fe_h2_std": 0, "fe_liquid_mean": 12.06, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.65, "max_partial_current_h2_mean": 250.26, "max_partial_current_liquid_mean": 49.35, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 131.91, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 131.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.09, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.75-Mn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Mn-0.25", "voltage_mean": 3.350577927, "voltage_std": 0, "xrf composition": "Au-0.706-Mn-0.294"}, {"Ag": 0, "Au": 0.706, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.294, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 115746.5, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.19, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.88, "fe_gas_total_std": 0, "fe_h2_mean": 86.67, "fe_h2_std": 0, "fe_liquid_mean": 13.12, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.65, "max_partial_current_h2_mean": 250.26, "max_partial_current_liquid_mean": 49.35, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 173.76, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 173.34, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.24, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.75-Mn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Mn-0.25", "voltage_mean": 3.474294053, "voltage_std": 0, "xrf composition": "Au-0.706-Mn-0.294"}, {"Ag": 0, "Au": 0.706, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.294, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 115746.5, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 83.55, "fe_gas_total_std": 0, "fe_h2_mean": 83.42, "fe_h2_std": 0, "fe_liquid_mean": 16.45, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.65, "max_partial_current_h2_mean": 250.26, "max_partial_current_liquid_mean": 49.35, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 250.65, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 250.26, "partial_current_h2_std": 0, "partial_current_liquid_mean": 49.35, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.75-Mn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.75-Mn-0.25", "voltage_mean": 3.619269518, "voltage_std": 0, "xrf composition": "Au-0.706-Mn-0.294"}, {"Ag": 0, "Au": 0.565, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.435, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 106352.49, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp30_250203_Au-0.79-Mn-0.21_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.79-Mn-0.21", "voltage_mean": 2.76403624, "voltage_std": 0, "xrf composition": "Au-0.565-Mn-0.435"}, {"Ag": 0, "Au": 0.565, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.435, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 106352.49, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.64, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.49, "fe_gas_total_std": 0, "fe_h2_mean": 86.82, "fe_h2_std": 0, "fe_liquid_mean": 12.51, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 249.21, "max_partial_current_h2_mean": 248.82, "max_partial_current_liquid_mean": 50.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.32, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.74, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.41, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.26, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.79-Mn-0.21_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.79-Mn-0.21", "voltage_mean": 2.956123718, "voltage_std": 0, "xrf composition": "Au-0.565-Mn-0.435"}, {"Ag": 0, "Au": 0.565, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.435, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 106352.49, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.34, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.9, "fe_gas_total_std": 0, "fe_h2_mean": 88.55, "fe_h2_std": 0, "fe_liquid_mean": 11.1, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 249.21, "max_partial_current_h2_mean": 248.82, "max_partial_current_liquid_mean": 50.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.34, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 88.9, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 88.55, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.1, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.79-Mn-0.21_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.79-Mn-0.21", "voltage_mean": 3.293032841, "voltage_std": 0, "xrf composition": "Au-0.565-Mn-0.435"}, {"Ag": 0, "Au": 0.565, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.435, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 106352.49, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.23, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.42, "fe_gas_total_std": 0, "fe_h2_mean": 87.18, "fe_h2_std": 0, "fe_liquid_mean": 12.58, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 249.21, "max_partial_current_h2_mean": 248.82, "max_partial_current_liquid_mean": 50.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.34, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 131.13, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 130.77, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.87, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.79-Mn-0.21_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.79-Mn-0.21", "voltage_mean": 3.412097186, "voltage_std": 0, "xrf composition": "Au-0.565-Mn-0.435"}, {"Ag": 0, "Au": 0.565, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.435, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 106352.49, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.18, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 85.4, "fe_gas_total_std": 0, "fe_h2_mean": 85.22, "fe_h2_std": 0, "fe_liquid_mean": 14.6, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 249.21, "max_partial_current_h2_mean": 248.82, "max_partial_current_liquid_mean": 50.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 170.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 170.44, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.79-Mn-0.21_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.79-Mn-0.21", "voltage_mean": 3.539554229, "voltage_std": 0, "xrf composition": "Au-0.565-Mn-0.435"}, {"Ag": 0, "Au": 0.565, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.435, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 106352.49, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 83.07, "fe_gas_total_std": 0, "fe_h2_mean": 82.94, "fe_h2_std": 0, "fe_liquid_mean": 16.93, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.36, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 249.21, "max_partial_current_h2_mean": 248.82, "max_partial_current_liquid_mean": 50.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 249.21, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 248.82, "partial_current_h2_std": 0, "partial_current_liquid_mean": 50.79, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.79-Mn-0.21_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.79-Mn-0.21", "voltage_mean": 3.69623405, "voltage_std": 0, "xrf composition": "Au-0.565-Mn-0.435"}, {"Ag": 0, "Au": 0.631, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.369, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 111073.7, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp30_250203_Au-0.8-Mn-0.2_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.8-Mn-0.2", "voltage_mean": 2.725253872, "voltage_std": 0.01876576685876721, "xrf composition": "Au-0.631-Mn-0.369"}, {"Ag": 0, "Au": 0.631, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.369, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 111073.7, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.62, "fe_ch4_std": 0.04, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 84.12, "fe_gas_total_std": 3.71, "fe_h2_mean": 83.46, "fe_h2_std": 3.67, "fe_liquid_mean": 15.89, "fe_liquid_std": 3.71, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 246.9, "max_partial_current_h2_mean": 246.48, "max_partial_current_liquid_mean": 53.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.31, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 42.06, "partial_current_gas_total_std": 1.86, "partial_current_h2_mean": 41.73, "partial_current_h2_std": 1.83, "partial_current_liquid_mean": 7.94, "partial_current_liquid_std": 1.86, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.8-Mn-0.2_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.8-Mn-0.2", "voltage_mean": 2.9096154215, "voltage_std": 0.0005984237618113903, "xrf composition": "Au-0.631-Mn-0.369"}, {"Ag": 0, "Au": 0.631, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.369, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 111073.7, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.37, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.69, "fe_gas_total_std": 0.99, "fe_h2_mean": 86.3, "fe_h2_std": 0.99, "fe_liquid_mean": 13.31, "fe_liquid_std": 0.99, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 246.9, "max_partial_current_h2_mean": 246.48, "max_partial_current_liquid_mean": 53.1, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.37, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 86.69, "partial_current_gas_total_std": 0.99, "partial_current_h2_mean": 86.3, "partial_current_h2_std": 0.99, "partial_current_liquid_mean": 13.31, "partial_current_liquid_std": 0.99, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.8-Mn-0.2_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.8-Mn-0.2", "voltage_mean": 3.2086339335, "voltage_std": 0.0488940007646157, "xrf composition": "Au-0.631-Mn-0.369"}, {"Ag": 0, "Au": 0.631, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.369, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 111073.7, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.26, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 85.9, "fe_gas_total_std": 0.26, "fe_h2_mean": 85.62, "fe_h2_std": 0.25, "fe_liquid_mean": 14.1, "fe_liquid_std": 0.26, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 246.9, "max_partial_current_h2_mean": 246.48, "max_partial_current_liquid_mean": 53.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 128.84, "partial_current_gas_total_std": 0.39, "partial_current_h2_mean": 128.44, "partial_current_h2_std": 0.37, "partial_current_liquid_mean": 21.16, "partial_current_liquid_std": 0.39, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.8-Mn-0.2_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.8-Mn-0.2", "voltage_mean": 3.361318731, "voltage_std": 0.04317302253667142, "xrf composition": "Au-0.631-Mn-0.369"}, {"Ag": 0, "Au": 0.631, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.369, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 111073.7, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.2, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 84.89, "fe_gas_total_std": 0.23, "fe_h2_mean": 84.68, "fe_h2_std": 0.24, "fe_liquid_mean": 15.11, "fe_liquid_std": 0.23, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 246.9, "max_partial_current_h2_mean": 246.48, "max_partial_current_liquid_mean": 53.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.4, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 169.78, "partial_current_gas_total_std": 0.45, "partial_current_h2_mean": 169.36, "partial_current_h2_std": 0.48, "partial_current_liquid_mean": 30.22, "partial_current_liquid_std": 0.45, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.8-Mn-0.2_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.8-Mn-0.2", "voltage_mean": 3.486199886, "voltage_std": 0.058949478507409725, "xrf composition": "Au-0.631-Mn-0.369"}, {"Ag": 0, "Au": 0.631, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.369, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 111073.7, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 82.3, "fe_gas_total_std": 0.23, "fe_h2_mean": 82.16, "fe_h2_std": 0.21, "fe_liquid_mean": 17.7, "fe_liquid_std": 0.23, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 246.9, "max_partial_current_h2_mean": 246.48, "max_partial_current_liquid_mean": 53.1, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.39, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 246.9, "partial_current_gas_total_std": 0.68, "partial_current_h2_mean": 246.48, "partial_current_h2_std": 0.64, "partial_current_liquid_mean": 53.1, "partial_current_liquid_std": 0.68, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.8-Mn-0.2_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.8-Mn-0.2", "voltage_mean": 3.6677590055, "voltage_std": 0.048683246174269175, "xrf composition": "Au-0.631-Mn-0.369"}, {"Ag": 0, "Au": 0.621, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.379, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 110398.12, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp30_250203_Au-0.82-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.82-Mn-0.18", "voltage_mean": 2.770824752, "voltage_std": 0, "xrf composition": "Au-0.621-Mn-0.379"}, {"Ag": 0, "Au": 0.621, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.379, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 110398.12, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.65, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.59, "fe_gas_total_std": 0, "fe_h2_mean": 85.92, "fe_h2_std": 0, "fe_liquid_mean": 13.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 242.43, "max_partial_current_h2_mean": 242.01, "max_partial_current_liquid_mean": 57.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.32, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 42.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.82-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.82-Mn-0.18", "voltage_mean": 2.950492485, "voltage_std": 0, "xrf composition": "Au-0.621-Mn-0.379"}, {"Ag": 0, "Au": 0.621, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.379, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 110398.12, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.36, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.71, "fe_gas_total_std": 0, "fe_h2_mean": 88.33, "fe_h2_std": 0, "fe_liquid_mean": 11.29, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 242.43, "max_partial_current_h2_mean": 242.01, "max_partial_current_liquid_mean": 57.57, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 88.71, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 88.33, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.29, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.82-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.82-Mn-0.18", "voltage_mean": 3.21412, "voltage_std": 0, "xrf composition": "Au-0.621-Mn-0.379"}, {"Ag": 0, "Au": 0.621, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.379, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 110398.12, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.25, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.97, "fe_gas_total_std": 0, "fe_h2_mean": 86.7, "fe_h2_std": 0, "fe_liquid_mean": 13.03, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 242.43, "max_partial_current_h2_mean": 242.01, "max_partial_current_liquid_mean": 57.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 130.46, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 130.05, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.55, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.82-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.82-Mn-0.18", "voltage_mean": 3.384378336, "voltage_std": 0, "xrf composition": "Au-0.621-Mn-0.379"}, {"Ag": 0, "Au": 0.621, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.379, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 110398.12, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.2, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 85.51, "fe_gas_total_std": 0, "fe_h2_mean": 85.29, "fe_h2_std": 0, "fe_liquid_mean": 14.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 242.43, "max_partial_current_h2_mean": 242.01, "max_partial_current_liquid_mean": 57.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.4, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 171.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 170.58, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.82-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.82-Mn-0.18", "voltage_mean": 3.51358487, "voltage_std": 0, "xrf composition": "Au-0.621-Mn-0.379"}, {"Ag": 0, "Au": 0.621, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.379, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 110398.12, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 80.81, "fe_gas_total_std": 0, "fe_h2_mean": 80.67, "fe_h2_std": 0, "fe_liquid_mean": 19.19, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.01, "max_partial_current_ch4_mean": 0.4, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 242.43, "max_partial_current_h2_mean": 242.01, "max_partial_current_liquid_mean": 57.57, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.39, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 242.43, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 242.01, "partial_current_h2_std": 0, "partial_current_liquid_mean": 57.57, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.82-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.82-Mn-0.18", "voltage_mean": 3.650931934, "voltage_std": 0, "xrf composition": "Au-0.621-Mn-0.379"}, {"Ag": 0, "Au": 0.818, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.182, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 121641.47, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp30_250203_Au-0.82-Mn-0.18_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.82-Mn-0.18", "voltage_mean": 2.802764248, "voltage_std": 0, "xrf composition": "Au-0.818-Mn-0.182"}, {"Ag": 0, "Au": 0.818, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.182, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 121641.47, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.61, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.33, "fe_gas_total_std": 0, "fe_h2_mean": 86.7, "fe_h2_std": 0, "fe_liquid_mean": 12.67, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 244.92, "max_partial_current_h2_mean": 244.5, "max_partial_current_liquid_mean": 55.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.3, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.66, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.35, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.34, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.82-Mn-0.18_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.82-Mn-0.18", "voltage_mean": 3.013359575, "voltage_std": 0, "xrf composition": "Au-0.818-Mn-0.182"}, {"Ag": 0, "Au": 0.818, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.182, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 121641.47, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.33, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.27, "fe_gas_total_std": 0, "fe_h2_mean": 87.92, "fe_h2_std": 0, "fe_liquid_mean": 11.73, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 244.92, "max_partial_current_h2_mean": 244.5, "max_partial_current_liquid_mean": 55.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.33, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 88.27, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 87.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.73, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.82-Mn-0.18_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.82-Mn-0.18", "voltage_mean": 3.275411262, "voltage_std": 0, "xrf composition": "Au-0.818-Mn-0.182"}, {"Ag": 0, "Au": 0.818, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.182, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 121641.47, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.24, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.18, "fe_gas_total_std": 0, "fe_h2_mean": 85.94, "fe_h2_std": 0, "fe_liquid_mean": 13.82, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 244.92, "max_partial_current_h2_mean": 244.5, "max_partial_current_liquid_mean": 55.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 129.27, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 128.91, "partial_current_h2_std": 0, "partial_current_liquid_mean": 20.73, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.82-Mn-0.18_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.82-Mn-0.18", "voltage_mean": 3.453059189, "voltage_std": 0, "xrf composition": "Au-0.818-Mn-0.182"}, {"Ag": 0, "Au": 0.818, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.182, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 121641.47, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.19, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 84.31, "fe_gas_total_std": 0, "fe_h2_mean": 84.11, "fe_h2_std": 0, "fe_liquid_mean": 15.69, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 244.92, "max_partial_current_h2_mean": 244.5, "max_partial_current_liquid_mean": 55.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 168.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 168.22, "partial_current_h2_std": 0, "partial_current_liquid_mean": 31.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.82-Mn-0.18_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.82-Mn-0.18", "voltage_mean": 3.584425488, "voltage_std": 0, "xrf composition": "Au-0.818-Mn-0.182"}, {"Ag": 0, "Au": 0.818, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.182, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 121641.47, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 81.64, "fe_gas_total_std": 0, "fe_h2_mean": 81.5, "fe_h2_std": 0, "fe_liquid_mean": 18.36, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 244.92, "max_partial_current_h2_mean": 244.5, "max_partial_current_liquid_mean": 55.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.39, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 244.92, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 244.5, "partial_current_h2_std": 0, "partial_current_liquid_mean": 55.08, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.82-Mn-0.18_pp0_rep3", "sample_count": 1, "source": "vsp", "target composition": "Au-0.82-Mn-0.18", "voltage_mean": 3.751232791, "voltage_std": 0, "xrf composition": "Au-0.818-Mn-0.182"}, {"Ag": 0, "Au": 0.842, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.158, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 122764.87, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp30_250203_Au-0.84-Mn-0.16_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.84-Mn-0.16", "voltage_mean": 2.785522785, "voltage_std": 0, "xrf composition": "Au-0.842-Mn-0.158"}, {"Ag": 0, "Au": 0.842, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.158, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 122764.87, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.61, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 83.59, "fe_gas_total_std": 0, "fe_h2_mean": 82.97, "fe_h2_std": 0, "fe_liquid_mean": 16.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 246.33, "max_partial_current_h2_mean": 245.94, "max_partial_current_liquid_mean": 53.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.3, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 41.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 41.48, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.84-Mn-0.16_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.84-Mn-0.16", "voltage_mean": 3.004000684, "voltage_std": 0, "xrf composition": "Au-0.842-Mn-0.158"}, {"Ag": 0, "Au": 0.842, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.158, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 122764.87, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.34, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.02, "fe_gas_total_std": 0, "fe_h2_mean": 86.66, "fe_h2_std": 0, "fe_liquid_mean": 12.98, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 246.33, "max_partial_current_h2_mean": 245.94, "max_partial_current_liquid_mean": 53.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.34, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 86.66, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.84-Mn-0.16_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.84-Mn-0.16", "voltage_mean": 3.282735837, "voltage_std": 0, "xrf composition": "Au-0.842-Mn-0.158"}, {"Ag": 0, "Au": 0.842, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.158, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 122764.87, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.24, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.18, "fe_gas_total_std": 0, "fe_h2_mean": 86.92, "fe_h2_std": 0, "fe_liquid_mean": 12.82, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 246.33, "max_partial_current_h2_mean": 245.94, "max_partial_current_liquid_mean": 53.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 130.77, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 130.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.23, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.84-Mn-0.16_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.84-Mn-0.16", "voltage_mean": 3.445846532, "voltage_std": 0, "xrf composition": "Au-0.842-Mn-0.158"}, {"Ag": 0, "Au": 0.842, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.158, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 122764.87, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.19, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 85.74, "fe_gas_total_std": 0, "fe_h2_mean": 85.53, "fe_h2_std": 0, "fe_liquid_mean": 14.26, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 246.33, "max_partial_current_h2_mean": 245.94, "max_partial_current_liquid_mean": 53.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 171.48, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 171.06, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.52, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.84-Mn-0.16_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.84-Mn-0.16", "voltage_mean": 3.569432701, "voltage_std": 0, "xrf composition": "Au-0.842-Mn-0.158"}, {"Ag": 0, "Au": 0.842, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.158, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 122764.87, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.13, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 82.11, "fe_gas_total_std": 0, "fe_h2_mean": 81.98, "fe_h2_std": 0, "fe_liquid_mean": 17.89, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.39, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 246.33, "max_partial_current_h2_mean": 245.94, "max_partial_current_liquid_mean": 53.67, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.39, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 246.33, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 245.94, "partial_current_h2_std": 0, "partial_current_liquid_mean": 53.67, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.84-Mn-0.16_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Au-0.84-Mn-0.16", "voltage_mean": 3.743215608, "voltage_std": 0, "xrf composition": "Au-0.842-Mn-0.158"}, {"Ag": 0, "Au": 0.72, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.28, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 116548.61, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp30_250203_Au-0.85-Mn-0.15_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.85-Mn-0.15", "voltage_mean": 2.767995545, "voltage_std": 0, "xrf composition": "Au-0.72-Mn-0.28"}, {"Ag": 0, "Au": 0.72, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.28, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 116548.61, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.75, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.66, "fe_gas_total_std": 0, "fe_h2_mean": 86.85, "fe_h2_std": 0, "fe_liquid_mean": 12.34, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 241.14, "max_partial_current_h2_mean": 240.63, "max_partial_current_liquid_mean": 58.86, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.83, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.17, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.85-Mn-0.15_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.85-Mn-0.15", "voltage_mean": 2.947351904, "voltage_std": 0, "xrf composition": "Au-0.72-Mn-0.28"}, {"Ag": 0, "Au": 0.72, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.28, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 116548.61, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.41, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 89.19, "fe_gas_total_std": 0, "fe_h2_mean": 88.75, "fe_h2_std": 0, "fe_liquid_mean": 10.81, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 241.14, "max_partial_current_h2_mean": 240.63, "max_partial_current_liquid_mean": 58.86, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.41, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.19, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 88.75, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.81, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.85-Mn-0.15_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.85-Mn-0.15", "voltage_mean": 3.301925076, "voltage_std": 0, "xrf composition": "Au-0.72-Mn-0.28"}, {"Ag": 0, "Au": 0.72, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.28, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 116548.61, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.3, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88, "fe_gas_total_std": 0, "fe_h2_mean": 87.68, "fe_h2_std": 0, "fe_liquid_mean": 12, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 241.14, "max_partial_current_h2_mean": 240.63, "max_partial_current_liquid_mean": 58.86, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.45, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 132, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 131.52, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.85-Mn-0.15_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.85-Mn-0.15", "voltage_mean": 3.431015003, "voltage_std": 0, "xrf composition": "Au-0.72-Mn-0.28"}, {"Ag": 0, "Au": 0.72, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.28, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 116548.61, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.24, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 85.85, "fe_gas_total_std": 0, "fe_h2_mean": 85.58, "fe_h2_std": 0, "fe_liquid_mean": 14.15, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 241.14, "max_partial_current_h2_mean": 240.63, "max_partial_current_liquid_mean": 58.86, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.48, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 171.7, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 171.16, "partial_current_h2_std": 0, "partial_current_liquid_mean": 28.3, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.85-Mn-0.15_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.85-Mn-0.15", "voltage_mean": 3.578312236, "voltage_std": 0, "xrf composition": "Au-0.72-Mn-0.28"}, {"Ag": 0, "Au": 0.72, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.28, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250203, "batch number": 30, "cost_per_gram": 116548.61, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.16, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 80.38, "fe_gas_total_std": 0, "fe_h2_mean": 80.21, "fe_h2_std": 0, "fe_liquid_mean": 19.62, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 241.14, "max_partial_current_h2_mean": 240.63, "max_partial_current_liquid_mean": 58.86, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.48, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 241.14, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 240.63, "partial_current_h2_std": 0, "partial_current_liquid_mean": 58.86, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp30_250203_Au-0.85-Mn-0.15_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.85-Mn-0.15", "voltage_mean": 3.737887282, "voltage_std": 0, "xrf composition": "Au-0.72-Mn-0.28"}, {"Ag": 0, "Au": 0.429, "Cd": 0, "Cu": 0.113, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.459, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 93387.3, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp31_250204_Au-0.47-Cu-0.26-Mn-0.26_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.47-Cu-0.26-Mn-0.26", "voltage_mean": 2.788986405, "voltage_std": 0, "xrf composition": "Au-0.429-Cu-0.113-Mn-0.459"}, {"Ag": 0, "Au": 0.429, "Cd": 0, "Cu": 0.113, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.459, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 93387.3, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.64, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.28, "fe_gas_total_std": 0, "fe_h2_mean": 86.62, "fe_h2_std": 0, "fe_liquid_mean": 12.72, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.25, "max_partial_current_h2_mean": 247.71, "max_partial_current_liquid_mean": 51.75, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.32, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.31, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.47-Cu-0.26-Mn-0.26_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.47-Cu-0.26-Mn-0.26", "voltage_mean": 3.02476513, "voltage_std": 0, "xrf composition": "Au-0.429-Cu-0.113-Mn-0.459"}, {"Ag": 0, "Au": 0.429, "Cd": 0, "Cu": 0.113, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.459, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 93387.3, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.36, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.17, "fe_gas_total_std": 0, "fe_h2_mean": 87.8, "fe_h2_std": 0, "fe_liquid_mean": 11.83, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.25, "max_partial_current_h2_mean": 247.71, "max_partial_current_liquid_mean": 51.75, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 88.17, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 87.8, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.83, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.47-Cu-0.26-Mn-0.26_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.47-Cu-0.26-Mn-0.26", "voltage_mean": 3.276317618, "voltage_std": 0, "xrf composition": "Au-0.429-Cu-0.113-Mn-0.459"}, {"Ag": 0, "Au": 0.429, "Cd": 0, "Cu": 0.113, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.459, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 93387.3, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.27, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.87, "fe_gas_total_std": 0, "fe_h2_mean": 87.59, "fe_h2_std": 0, "fe_liquid_mean": 12.13, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.25, "max_partial_current_h2_mean": 247.71, "max_partial_current_liquid_mean": 51.75, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.4, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 131.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 131.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.47-Cu-0.26-Mn-0.26_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.47-Cu-0.26-Mn-0.26", "voltage_mean": 3.451765189, "voltage_std": 0, "xrf composition": "Au-0.429-Cu-0.113-Mn-0.459"}, {"Ag": 0, "Au": 0.429, "Cd": 0, "Cu": 0.113, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.459, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 93387.3, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.23, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.22, "fe_gas_total_std": 0, "fe_h2_mean": 85.98, "fe_h2_std": 0, "fe_liquid_mean": 13.78, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.25, "max_partial_current_h2_mean": 247.71, "max_partial_current_liquid_mean": 51.75, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.46, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 172.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 171.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 27.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.47-Cu-0.26-Mn-0.26_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.47-Cu-0.26-Mn-0.26", "voltage_mean": 3.586894169, "voltage_std": 0, "xrf composition": "Au-0.429-Cu-0.113-Mn-0.459"}, {"Ag": 0, "Au": 0.429, "Cd": 0, "Cu": 0.113, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.459, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 93387.3, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.16, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 82.75, "fe_gas_total_std": 0, "fe_h2_mean": 82.57, "fe_h2_std": 0, "fe_liquid_mean": 17.25, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.25, "max_partial_current_h2_mean": 247.71, "max_partial_current_liquid_mean": 51.75, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.48, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 248.25, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 247.71, "partial_current_h2_std": 0, "partial_current_liquid_mean": 51.75, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.47-Cu-0.26-Mn-0.26_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.47-Cu-0.26-Mn-0.26", "voltage_mean": 3.748562233, "voltage_std": 0, "xrf composition": "Au-0.429-Cu-0.113-Mn-0.459"}, {"Ag": 0, "Au": 0.366, "Cd": 0, "Cu": 0.097, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.537, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 86431.8, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp31_250204_Au-0.49-Cu-0.25-Mn-0.27_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.49-Cu-0.25-Mn-0.27", "voltage_mean": 2.902094818, "voltage_std": 0, "xrf composition": "Au-0.366-Cu-0.097-Mn-0.537"}, {"Ag": 0, "Au": 0.366, "Cd": 0, "Cu": 0.097, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.537, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 86431.8, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.62, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.92, "fe_gas_total_std": 0, "fe_h2_mean": 86.28, "fe_h2_std": 0, "fe_liquid_mean": 13.08, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 245.52, "max_partial_current_h2_mean": 245.07, "max_partial_current_liquid_mean": 54.48, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.31, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.46, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.14, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.54, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.49-Cu-0.25-Mn-0.27_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.49-Cu-0.25-Mn-0.27", "voltage_mean": 2.984091365, "voltage_std": 0, "xrf composition": "Au-0.366-Cu-0.097-Mn-0.537"}, {"Ag": 0, "Au": 0.366, "Cd": 0, "Cu": 0.097, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.537, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 86431.8, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.34, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.31, "fe_gas_total_std": 0, "fe_h2_mean": 86.96, "fe_h2_std": 0, "fe_liquid_mean": 12.69, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 245.52, "max_partial_current_h2_mean": 245.07, "max_partial_current_liquid_mean": 54.48, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.34, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.31, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 86.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.69, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.49-Cu-0.25-Mn-0.27_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.49-Cu-0.25-Mn-0.27", "voltage_mean": 3.292626043, "voltage_std": 0, "xrf composition": "Au-0.366-Cu-0.097-Mn-0.537"}, {"Ag": 0, "Au": 0.366, "Cd": 0, "Cu": 0.097, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.537, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 86431.8, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.26, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 84.99, "fe_gas_total_std": 0, "fe_h2_mean": 84.72, "fe_h2_std": 0, "fe_liquid_mean": 15.01, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 245.52, "max_partial_current_h2_mean": 245.07, "max_partial_current_liquid_mean": 54.48, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.39, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 127.48, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 127.08, "partial_current_h2_std": 0, "partial_current_liquid_mean": 22.52, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.49-Cu-0.25-Mn-0.27_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.49-Cu-0.25-Mn-0.27", "voltage_mean": 3.425868143, "voltage_std": 0, "xrf composition": "Au-0.366-Cu-0.097-Mn-0.537"}, {"Ag": 0, "Au": 0.366, "Cd": 0, "Cu": 0.097, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.537, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 86431.8, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.22, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 85.5, "fe_gas_total_std": 0, "fe_h2_mean": 85.27, "fe_h2_std": 0, "fe_liquid_mean": 14.5, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 245.52, "max_partial_current_h2_mean": 245.07, "max_partial_current_liquid_mean": 54.48, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.44, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 171, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 170.54, "partial_current_h2_std": 0, "partial_current_liquid_mean": 29, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.49-Cu-0.25-Mn-0.27_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.49-Cu-0.25-Mn-0.27", "voltage_mean": 3.560004757, "voltage_std": 0, "xrf composition": "Au-0.366-Cu-0.097-Mn-0.537"}, {"Ag": 0, "Au": 0.366, "Cd": 0, "Cu": 0.097, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.537, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 86431.8, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.15, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 81.84, "fe_gas_total_std": 0, "fe_h2_mean": 81.69, "fe_h2_std": 0, "fe_liquid_mean": 18.16, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 245.52, "max_partial_current_h2_mean": 245.07, "max_partial_current_liquid_mean": 54.48, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.45, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 245.52, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 245.07, "partial_current_h2_std": 0, "partial_current_liquid_mean": 54.48, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.49-Cu-0.25-Mn-0.27_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.49-Cu-0.25-Mn-0.27", "voltage_mean": 3.686699113, "voltage_std": 0, "xrf composition": "Au-0.366-Cu-0.097-Mn-0.537"}, {"Ag": 0, "Au": 0.403, "Cd": 0, "Cu": 0.108, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.489, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 90667.8, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp31_250204_Au-0.49-Cu-0.27-Mn-0.24_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.49-Cu-0.27-Mn-0.24", "voltage_mean": 2.953664562, "voltage_std": 0, "xrf composition": "Au-0.403-Cu-0.108-Mn-0.489"}, {"Ag": 0, "Au": 0.403, "Cd": 0, "Cu": 0.108, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.489, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 90667.8, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.61, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 90.71, "fe_gas_total_std": 0, "fe_h2_mean": 90.09, "fe_h2_std": 0, "fe_liquid_mean": 9.29, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 256.47, "max_partial_current_h2_mean": 255.99, "max_partial_current_liquid_mean": 43.53, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.3, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 45.36, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 45.04, "partial_current_h2_std": 0, "partial_current_liquid_mean": 4.64, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.49-Cu-0.27-Mn-0.24_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.49-Cu-0.27-Mn-0.24", "voltage_mean": 3.096924668, "voltage_std": 0, "xrf composition": "Au-0.403-Cu-0.108-Mn-0.489"}, {"Ag": 0, "Au": 0.403, "Cd": 0, "Cu": 0.108, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.489, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 90667.8, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.34, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 91.39, "fe_gas_total_std": 0, "fe_h2_mean": 91.04, "fe_h2_std": 0, "fe_liquid_mean": 8.61, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 256.47, "max_partial_current_h2_mean": 255.99, "max_partial_current_liquid_mean": 43.53, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.34, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 91.39, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 91.04, "partial_current_h2_std": 0, "partial_current_liquid_mean": 8.61, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.49-Cu-0.27-Mn-0.24_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.49-Cu-0.27-Mn-0.24", "voltage_mean": 3.41770386, "voltage_std": 0, "xrf composition": "Au-0.403-Cu-0.108-Mn-0.489"}, {"Ag": 0, "Au": 0.403, "Cd": 0, "Cu": 0.108, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.489, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 90667.8, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.25, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 90.04, "fe_gas_total_std": 0, "fe_h2_mean": 89.78, "fe_h2_std": 0, "fe_liquid_mean": 9.96, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 256.47, "max_partial_current_h2_mean": 255.99, "max_partial_current_liquid_mean": 43.53, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 135.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 134.67, "partial_current_h2_std": 0, "partial_current_liquid_mean": 14.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.49-Cu-0.27-Mn-0.24_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.49-Cu-0.27-Mn-0.24", "voltage_mean": 3.508691432, "voltage_std": 0, "xrf composition": "Au-0.403-Cu-0.108-Mn-0.489"}, {"Ag": 0, "Au": 0.403, "Cd": 0, "Cu": 0.108, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.489, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 90667.8, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.2, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.31, "fe_gas_total_std": 0, "fe_h2_mean": 88.1, "fe_h2_std": 0, "fe_liquid_mean": 11.69, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 256.47, "max_partial_current_h2_mean": 255.99, "max_partial_current_liquid_mean": 43.53, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.4, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 176.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 176.2, "partial_current_h2_std": 0, "partial_current_liquid_mean": 23.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.49-Cu-0.27-Mn-0.24_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.49-Cu-0.27-Mn-0.24", "voltage_mean": 3.634357944, "voltage_std": 0, "xrf composition": "Au-0.403-Cu-0.108-Mn-0.489"}, {"Ag": 0, "Au": 0.403, "Cd": 0, "Cu": 0.108, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.489, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 90667.8, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.15, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 85.49, "fe_gas_total_std": 0, "fe_h2_mean": 85.33, "fe_h2_std": 0, "fe_liquid_mean": 14.51, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 256.47, "max_partial_current_h2_mean": 255.99, "max_partial_current_liquid_mean": 43.53, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.45, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 256.47, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 255.99, "partial_current_h2_std": 0, "partial_current_liquid_mean": 43.53, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.49-Cu-0.27-Mn-0.24_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.49-Cu-0.27-Mn-0.24", "voltage_mean": 3.801295439, "voltage_std": 0, "xrf composition": "Au-0.403-Cu-0.108-Mn-0.489"}, {"Ag": 0, "Au": 0.43, "Cd": 0, "Cu": 0.102, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.468, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 93611.01, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp31_250204_Au-0.5-Cu-0.25-Mn-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Mn-0.25", "voltage_mean": 2.9080243594999997, "voltage_std": 0.005816058634169781, "xrf composition": "Au-0.43-Cu-0.102-Mn-0.468"}, {"Ag": 0, "Au": 0.43, "Cd": 0, "Cu": 0.102, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.468, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 93611.01, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.62, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.21, "fe_gas_total_std": 0.78, "fe_h2_mean": 87.58, "fe_h2_std": 0.78, "fe_liquid_mean": 11.79, "fe_liquid_std": 0.78, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.31, "max_partial_current_h2_mean": 247.92, "max_partial_current_liquid_mean": 51.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.31, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.1, "partial_current_gas_total_std": 0.39, "partial_current_h2_mean": 43.79, "partial_current_h2_std": 0.39, "partial_current_liquid_mean": 5.9, "partial_current_liquid_std": 0.39, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.5-Cu-0.25-Mn-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Mn-0.25", "voltage_mean": 3.0039852524999997, "voltage_std": 0.0011096365087649401, "xrf composition": "Au-0.43-Cu-0.102-Mn-0.468"}, {"Ag": 0, "Au": 0.43, "Cd": 0, "Cu": 0.102, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.468, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 93611.01, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.34, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.79, "fe_gas_total_std": 0.37, "fe_h2_mean": 88.45, "fe_h2_std": 0.38, "fe_liquid_mean": 11.21, "fe_liquid_std": 0.37, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.31, "max_partial_current_h2_mean": 247.92, "max_partial_current_liquid_mean": 51.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.34, "partial_current_ch4_std": 0.01, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 88.79, "partial_current_gas_total_std": 0.37, "partial_current_h2_mean": 88.45, "partial_current_h2_std": 0.38, "partial_current_liquid_mean": 11.21, "partial_current_liquid_std": 0.37, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.5-Cu-0.25-Mn-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Mn-0.25", "voltage_mean": 3.3102691259999997, "voltage_std": 0.05754939152431124, "xrf composition": "Au-0.43-Cu-0.102-Mn-0.468"}, {"Ag": 0, "Au": 0.43, "Cd": 0, "Cu": 0.102, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.468, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 93611.01, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.24, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.47, "fe_gas_total_std": 1.19, "fe_h2_mean": 87.22, "fe_h2_std": 1.2, "fe_liquid_mean": 12.53, "fe_liquid_std": 1.19, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.31, "max_partial_current_h2_mean": 247.92, "max_partial_current_liquid_mean": 51.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 131.21, "partial_current_gas_total_std": 1.78, "partial_current_h2_mean": 130.82, "partial_current_h2_std": 1.79, "partial_current_liquid_mean": 18.8, "partial_current_liquid_std": 1.78, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.5-Cu-0.25-Mn-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Mn-0.25", "voltage_mean": 3.4501525135, "voltage_std": 0.010523630515200343, "xrf composition": "Au-0.43-Cu-0.102-Mn-0.468"}, {"Ag": 0, "Au": 0.43, "Cd": 0, "Cu": 0.102, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.468, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 93611.01, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.19, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.34, "fe_gas_total_std": 0.62, "fe_h2_mean": 86.14, "fe_h2_std": 0.63, "fe_liquid_mean": 13.66, "fe_liquid_std": 0.62, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.31, "max_partial_current_h2_mean": 247.92, "max_partial_current_liquid_mean": 51.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 172.67, "partial_current_gas_total_std": 1.23, "partial_current_h2_mean": 172.27, "partial_current_h2_std": 1.26, "partial_current_liquid_mean": 27.33, "partial_current_liquid_std": 1.23, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.5-Cu-0.25-Mn-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Mn-0.25", "voltage_mean": 3.5799139369999997, "voltage_std": 0.020471633684108627, "xrf composition": "Au-0.43-Cu-0.102-Mn-0.468"}, {"Ag": 0, "Au": 0.43, "Cd": 0, "Cu": 0.102, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.468, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 93611.01, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0.01, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 82.77, "fe_gas_total_std": 0.42, "fe_h2_mean": 82.64, "fe_h2_std": 0.42, "fe_liquid_mean": 17.23, "fe_liquid_std": 0.42, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.38, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 248.31, "max_partial_current_h2_mean": 247.92, "max_partial_current_liquid_mean": 51.69, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0.02, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 248.31, "partial_current_gas_total_std": 1.27, "partial_current_h2_mean": 247.92, "partial_current_h2_std": 1.27, "partial_current_liquid_mean": 51.69, "partial_current_liquid_std": 1.27, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.5-Cu-0.25-Mn-0.25_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Au-0.5-Cu-0.25-Mn-0.25", "voltage_mean": 3.7080787525, "voltage_std": 0.030972124837001277, "xrf composition": "Au-0.43-Cu-0.102-Mn-0.468"}, {"Ag": 0, "Au": 0.468, "Cd": 0, "Cu": 0.036, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.496, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 97841.03, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp31_250204_Au-0.51-Cu-0.23-Mn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.51-Cu-0.23-Mn-0.25", "voltage_mean": 2.736943876, "voltage_std": 0, "xrf composition": "Au-0.468-Cu-0.036-Mn-0.496"}, {"Ag": 0, "Au": 0.468, "Cd": 0, "Cu": 0.036, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.496, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 97841.03, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.71, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.98, "fe_gas_total_std": 0, "fe_h2_mean": 87.24, "fe_h2_std": 0, "fe_liquid_mean": 12.02, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 251.64, "max_partial_current_h2_mean": 251.07, "max_partial_current_liquid_mean": 48.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.99, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.62, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.01, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.51-Cu-0.23-Mn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.51-Cu-0.23-Mn-0.25", "voltage_mean": 2.906503047, "voltage_std": 0, "xrf composition": "Au-0.468-Cu-0.036-Mn-0.496"}, {"Ag": 0, "Au": 0.468, "Cd": 0, "Cu": 0.036, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.496, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 97841.03, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.38, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.62, "fe_gas_total_std": 0, "fe_h2_mean": 88.22, "fe_h2_std": 0, "fe_liquid_mean": 11.38, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 251.64, "max_partial_current_h2_mean": 251.07, "max_partial_current_liquid_mean": 48.36, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 88.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 88.22, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.51-Cu-0.23-Mn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.51-Cu-0.23-Mn-0.25", "voltage_mean": 3.180970488, "voltage_std": 0, "xrf composition": "Au-0.468-Cu-0.036-Mn-0.496"}, {"Ag": 0, "Au": 0.468, "Cd": 0, "Cu": 0.036, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.496, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 97841.03, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.28, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.91, "fe_gas_total_std": 0, "fe_h2_mean": 87.62, "fe_h2_std": 0, "fe_liquid_mean": 12.09, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 251.64, "max_partial_current_h2_mean": 251.07, "max_partial_current_liquid_mean": 48.36, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.42, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 131.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 131.43, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.51-Cu-0.23-Mn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.51-Cu-0.23-Mn-0.25", "voltage_mean": 3.343410751, "voltage_std": 0, "xrf composition": "Au-0.468-Cu-0.036-Mn-0.496"}, {"Ag": 0, "Au": 0.468, "Cd": 0, "Cu": 0.036, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.496, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 97841.03, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.23, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.72, "fe_gas_total_std": 0, "fe_h2_mean": 86.48, "fe_h2_std": 0, "fe_liquid_mean": 13.28, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 251.64, "max_partial_current_h2_mean": 251.07, "max_partial_current_liquid_mean": 48.36, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.46, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 173.44, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 172.96, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.56, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.51-Cu-0.23-Mn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.51-Cu-0.23-Mn-0.25", "voltage_mean": 3.470880053, "voltage_std": 0, "xrf composition": "Au-0.468-Cu-0.036-Mn-0.496"}, {"Ag": 0, "Au": 0.468, "Cd": 0, "Cu": 0.036, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.496, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 97841.03, "current density": 300, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.17, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 83.88, "fe_gas_total_std": 0, "fe_h2_mean": 83.69, "fe_h2_std": 0, "fe_liquid_mean": 16.12, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.03, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 251.64, "max_partial_current_h2_mean": 251.07, "max_partial_current_liquid_mean": 48.36, "partial_current_c2h4_mean": 0.03, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.51, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 251.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 251.07, "partial_current_h2_std": 0, "partial_current_liquid_mean": 48.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.51-Cu-0.23-Mn-0.25_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.51-Cu-0.23-Mn-0.25", "voltage_mean": 3.637499399, "voltage_std": 0, "xrf composition": "Au-0.468-Cu-0.036-Mn-0.496"}, {"Ag": 0, "Au": 0.445, "Cd": 0, "Cu": 0.103, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.452, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 95135.46, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp31_250204_Au-0.51-Cu-0.26-Mn-0.23_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.51-Cu-0.26-Mn-0.23", "voltage_mean": 2.7595780936666667, "voltage_std": 0.03695765819860215, "xrf composition": "Au-0.445-Cu-0.103-Mn-0.452"}, {"Ag": 0, "Au": 0.445, "Cd": 0, "Cu": 0.103, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.452, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 95135.46, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.8, "fe_ch4_std": 0.09, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 90.65, "fe_gas_total_std": 5.08, "fe_h2_mean": 89.79, "fe_h2_std": 4.99, "fe_liquid_mean": 9.35, "fe_liquid_std": 5.08, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.56, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 249.76, "max_partial_current_h2_mean": 249.24, "max_partial_current_liquid_mean": 50.24, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.4, "partial_current_ch4_std": 0.04, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 45.32, "partial_current_gas_total_std": 2.54, "partial_current_h2_mean": 44.9, "partial_current_h2_std": 2.5, "partial_current_liquid_mean": 4.68, "partial_current_liquid_std": 2.54, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.51-Cu-0.26-Mn-0.23_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.51-Cu-0.26-Mn-0.23", "voltage_mean": 2.953069847333333, "voltage_std": 0.032081329810998475, "xrf composition": "Au-0.445-Cu-0.103-Mn-0.452"}, {"Ag": 0, "Au": 0.445, "Cd": 0, "Cu": 0.103, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.452, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 95135.46, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.47, "fe_ch4_std": 0.03, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.06, "fe_gas_total_std": 1.1, "fe_h2_mean": 86.54, "fe_h2_std": 1.14, "fe_liquid_mean": 12.94, "fe_liquid_std": 1.1, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.56, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 249.76, "max_partial_current_h2_mean": 249.24, "max_partial_current_liquid_mean": 50.24, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.47, "partial_current_ch4_std": 0.03, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.06, "partial_current_gas_total_std": 1.1, "partial_current_h2_mean": 86.54, "partial_current_h2_std": 1.14, "partial_current_liquid_mean": 12.94, "partial_current_liquid_std": 1.1, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.51-Cu-0.26-Mn-0.23_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.51-Cu-0.26-Mn-0.23", "voltage_mean": 3.2553522879999996, "voltage_std": 0.0435639094669113, "xrf composition": "Au-0.445-Cu-0.103-Mn-0.452"}, {"Ag": 0, "Au": 0.445, "Cd": 0, "Cu": 0.103, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.452, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 95135.46, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.36, "fe_ch4_std": 0.03, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.08, "fe_gas_total_std": 0.21, "fe_h2_mean": 86.68, "fe_h2_std": 0.19, "fe_liquid_mean": 12.92, "fe_liquid_std": 0.21, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.56, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 249.76, "max_partial_current_h2_mean": 249.24, "max_partial_current_liquid_mean": 50.24, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0.01, "partial_current_ch4_mean": 0.54, "partial_current_ch4_std": 0.05, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 130.62, "partial_current_gas_total_std": 0.32, "partial_current_h2_mean": 130.02, "partial_current_h2_std": 0.29, "partial_current_liquid_mean": 19.38, "partial_current_liquid_std": 0.32, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.51-Cu-0.26-Mn-0.23_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.51-Cu-0.26-Mn-0.23", "voltage_mean": 3.4032588550000002, "voltage_std": 0.0338500637174577, "xrf composition": "Au-0.445-Cu-0.103-Mn-0.452"}, {"Ag": 0, "Au": 0.445, "Cd": 0, "Cu": 0.103, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.452, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 95135.46, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.28, "fe_ch4_std": 0.03, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 85.98, "fe_gas_total_std": 0.36, "fe_h2_mean": 85.66, "fe_h2_std": 0.36, "fe_liquid_mean": 14.02, "fe_liquid_std": 0.36, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.56, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 249.76, "max_partial_current_h2_mean": 249.24, "max_partial_current_liquid_mean": 50.24, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.56, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 171.95, "partial_current_gas_total_std": 0.71, "partial_current_h2_mean": 171.32, "partial_current_h2_std": 0.71, "partial_current_liquid_mean": 28.05, "partial_current_liquid_std": 0.71, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.51-Cu-0.26-Mn-0.23_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.51-Cu-0.26-Mn-0.23", "voltage_mean": 3.5287952116666665, "voltage_std": 0.032378594409358585, "xrf composition": "Au-0.445-Cu-0.103-Mn-0.452"}, {"Ag": 0, "Au": 0.445, "Cd": 0, "Cu": 0.103, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.452, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 95135.46, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0.01, "fe_ch4_mean": 0.16, "fe_ch4_std": 0.02, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 83.25, "fe_gas_total_std": 0.43, "fe_h2_mean": 83.08, "fe_h2_std": 0.46, "fe_liquid_mean": 16.75, "fe_liquid_std": 0.43, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.56, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 249.76, "max_partial_current_h2_mean": 249.24, "max_partial_current_liquid_mean": 50.24, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0.02, "partial_current_ch4_mean": 0.47, "partial_current_ch4_std": 0.06, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 249.76, "partial_current_gas_total_std": 1.28, "partial_current_h2_mean": 249.24, "partial_current_h2_std": 1.37, "partial_current_liquid_mean": 50.24, "partial_current_liquid_std": 1.28, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.51-Cu-0.26-Mn-0.23_pp0_rep1", "sample_count": 3, "source": "vsp", "target composition": "Au-0.51-Cu-0.26-Mn-0.23", "voltage_mean": 3.68153405, "voltage_std": 0.03650273087099977, "xrf composition": "Au-0.445-Cu-0.103-Mn-0.452"}, {"Ag": 0, "Au": 0.415, "Cd": 0, "Cu": 0.097, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.489, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 92013.27, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp31_250204_Au-0.64-Cu-0.18-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.64-Cu-0.18-Mn-0.18", "voltage_mean": 2.720790702, "voltage_std": 0, "xrf composition": "Au-0.415-Cu-0.097-Mn-0.489"}, {"Ag": 0, "Au": 0.415, "Cd": 0, "Cu": 0.097, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.489, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 92013.27, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.66, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.71, "fe_gas_total_std": 0, "fe_h2_mean": 86.02, "fe_h2_std": 0, "fe_liquid_mean": 13.29, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 252.09, "max_partial_current_h2_mean": 251.61, "max_partial_current_liquid_mean": 47.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.33, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.36, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.01, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.64, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.64-Cu-0.18-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.64-Cu-0.18-Mn-0.18", "voltage_mean": 2.919115402, "voltage_std": 0, "xrf composition": "Au-0.415-Cu-0.097-Mn-0.489"}, {"Ag": 0, "Au": 0.415, "Cd": 0, "Cu": 0.097, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.489, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 92013.27, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.36, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.75, "fe_gas_total_std": 0, "fe_h2_mean": 87.38, "fe_h2_std": 0, "fe_liquid_mean": 12.25, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 252.09, "max_partial_current_h2_mean": 251.61, "max_partial_current_liquid_mean": 47.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 87.75, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 87.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.25, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.64-Cu-0.18-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.64-Cu-0.18-Mn-0.18", "voltage_mean": 3.22553912, "voltage_std": 0, "xrf composition": "Au-0.415-Cu-0.097-Mn-0.489"}, {"Ag": 0, "Au": 0.415, "Cd": 0, "Cu": 0.097, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.489, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 92013.27, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.26, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 85.7, "fe_gas_total_std": 0, "fe_h2_mean": 85.43, "fe_h2_std": 0, "fe_liquid_mean": 14.3, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 252.09, "max_partial_current_h2_mean": 251.61, "max_partial_current_liquid_mean": 47.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.39, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 128.55, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 128.15, "partial_current_h2_std": 0, "partial_current_liquid_mean": 21.45, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.64-Cu-0.18-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.64-Cu-0.18-Mn-0.18", "voltage_mean": 3.365957296, "voltage_std": 0, "xrf composition": "Au-0.415-Cu-0.097-Mn-0.489"}, {"Ag": 0, "Au": 0.415, "Cd": 0, "Cu": 0.097, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.489, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 92013.27, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.21, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.15, "fe_gas_total_std": 0, "fe_h2_mean": 85.92, "fe_h2_std": 0, "fe_liquid_mean": 13.85, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 252.09, "max_partial_current_h2_mean": 251.61, "max_partial_current_liquid_mean": 47.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.42, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 172.3, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 171.84, "partial_current_h2_std": 0, "partial_current_liquid_mean": 27.7, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.64-Cu-0.18-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.64-Cu-0.18-Mn-0.18", "voltage_mean": 3.498002508, "voltage_std": 0, "xrf composition": "Au-0.415-Cu-0.097-Mn-0.489"}, {"Ag": 0, "Au": 0.415, "Cd": 0, "Cu": 0.097, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.489, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 92013.27, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.15, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 84.03, "fe_gas_total_std": 0, "fe_h2_mean": 83.87, "fe_h2_std": 0, "fe_liquid_mean": 15.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.45, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 252.09, "max_partial_current_h2_mean": 251.61, "max_partial_current_liquid_mean": 47.91, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.45, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 252.09, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 251.61, "partial_current_h2_std": 0, "partial_current_liquid_mean": 47.91, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.64-Cu-0.18-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.64-Cu-0.18-Mn-0.18", "voltage_mean": 3.678237502, "voltage_std": 0, "xrf composition": "Au-0.415-Cu-0.097-Mn-0.489"}, {"Ag": 0, "Au": 0.502, "Cd": 0, "Cu": 0.157, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.341, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 100120.54, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp31_250204_Au-0.66-Cu-0.16-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.66-Cu-0.16-Mn-0.18", "voltage_mean": 2.677067818, "voltage_std": 0, "xrf composition": "Au-0.502-Cu-0.157-Mn-0.341"}, {"Ag": 0, "Au": 0.502, "Cd": 0, "Cu": 0.157, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.341, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 100120.54, "current density": 50, "fe_c2h4_mean": 0.02, "fe_c2h4_std": 0, "fe_ch4_mean": 0.74, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.63, "fe_gas_total_std": 0, "fe_h2_mean": 87.83, "fe_h2_std": 0, "fe_liquid_mean": 11.37, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.44, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.77, "max_partial_current_h2_mean": 250.38, "max_partial_current_liquid_mean": 49.23, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.37, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.32, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.92, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.68, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.66-Cu-0.16-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.66-Cu-0.16-Mn-0.18", "voltage_mean": 2.905780983, "voltage_std": 0, "xrf composition": "Au-0.502-Cu-0.157-Mn-0.341"}, {"Ag": 0, "Au": 0.502, "Cd": 0, "Cu": 0.157, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.341, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 100120.54, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.4, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 89.15, "fe_gas_total_std": 0, "fe_h2_mean": 88.73, "fe_h2_std": 0, "fe_liquid_mean": 10.85, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.44, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.77, "max_partial_current_h2_mean": 250.38, "max_partial_current_liquid_mean": 49.23, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.4, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.15, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 88.73, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.85, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.66-Cu-0.16-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.66-Cu-0.16-Mn-0.18", "voltage_mean": 3.245345983, "voltage_std": 0, "xrf composition": "Au-0.502-Cu-0.157-Mn-0.341"}, {"Ag": 0, "Au": 0.502, "Cd": 0, "Cu": 0.157, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.341, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 100120.54, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.28, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.99, "fe_gas_total_std": 0, "fe_h2_mean": 88.69, "fe_h2_std": 0, "fe_liquid_mean": 11.01, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.44, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.77, "max_partial_current_h2_mean": 250.38, "max_partial_current_liquid_mean": 49.23, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.42, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 133.49, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 133.04, "partial_current_h2_std": 0, "partial_current_liquid_mean": 16.52, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.66-Cu-0.16-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.66-Cu-0.16-Mn-0.18", "voltage_mean": 3.341462385, "voltage_std": 0, "xrf composition": "Au-0.502-Cu-0.157-Mn-0.341"}, {"Ag": 0, "Au": 0.502, "Cd": 0, "Cu": 0.157, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.341, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 100120.54, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.22, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.82, "fe_gas_total_std": 0, "fe_h2_mean": 87.58, "fe_h2_std": 0, "fe_liquid_mean": 12.18, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.44, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.77, "max_partial_current_h2_mean": 250.38, "max_partial_current_liquid_mean": 49.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.44, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 175.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 175.16, "partial_current_h2_std": 0, "partial_current_liquid_mean": 24.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.66-Cu-0.16-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.66-Cu-0.16-Mn-0.18", "voltage_mean": 3.472648771, "voltage_std": 0, "xrf composition": "Au-0.502-Cu-0.157-Mn-0.341"}, {"Ag": 0, "Au": 0.502, "Cd": 0, "Cu": 0.157, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.341, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 100120.54, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.12, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 83.59, "fe_gas_total_std": 0, "fe_h2_mean": 83.46, "fe_h2_std": 0, "fe_liquid_mean": 16.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.44, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.77, "max_partial_current_h2_mean": 250.38, "max_partial_current_liquid_mean": 49.23, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 250.77, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 250.38, "partial_current_h2_std": 0, "partial_current_liquid_mean": 49.23, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.66-Cu-0.16-Mn-0.18_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.66-Cu-0.16-Mn-0.18", "voltage_mean": 3.641507462, "voltage_std": 0, "xrf composition": "Au-0.502-Cu-0.157-Mn-0.341"}, {"Ag": 0, "Au": 0.486, "Cd": 0, "Cu": 0.183, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.331, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 98511.41, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp31_250204_Au-0.66-Cu-0.18-Mn-0.16_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.66-Cu-0.18-Mn-0.16", "voltage_mean": 2.755681727, "voltage_std": 0, "xrf composition": "Au-0.486-Cu-0.183-Mn-0.331"}, {"Ag": 0, "Au": 0.486, "Cd": 0, "Cu": 0.183, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.331, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 98511.41, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.75, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.66, "fe_gas_total_std": 0, "fe_h2_mean": 86.85, "fe_h2_std": 0, "fe_liquid_mean": 12.34, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 252.21, "max_partial_current_h2_mean": 251.67, "max_partial_current_liquid_mean": 47.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 43.83, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 43.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 6.17, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.66-Cu-0.18-Mn-0.16_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.66-Cu-0.18-Mn-0.16", "voltage_mean": 2.932052409, "voltage_std": 0, "xrf composition": "Au-0.486-Cu-0.183-Mn-0.331"}, {"Ag": 0, "Au": 0.486, "Cd": 0, "Cu": 0.183, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.331, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 98511.41, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.37, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.62, "fe_gas_total_std": 0, "fe_h2_mean": 88.24, "fe_h2_std": 0, "fe_liquid_mean": 11.38, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 252.21, "max_partial_current_h2_mean": 251.67, "max_partial_current_liquid_mean": 47.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.37, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 88.62, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 88.24, "partial_current_h2_std": 0, "partial_current_liquid_mean": 11.38, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.66-Cu-0.18-Mn-0.16_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.66-Cu-0.18-Mn-0.16", "voltage_mean": 3.300741349, "voltage_std": 0, "xrf composition": "Au-0.486-Cu-0.183-Mn-0.331"}, {"Ag": 0, "Au": 0.486, "Cd": 0, "Cu": 0.183, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.331, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 98511.41, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.27, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.72, "fe_gas_total_std": 0, "fe_h2_mean": 87.44, "fe_h2_std": 0, "fe_liquid_mean": 12.28, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 252.21, "max_partial_current_h2_mean": 251.67, "max_partial_current_liquid_mean": 47.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.4, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 131.58, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 131.16, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.42, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.66-Cu-0.18-Mn-0.16_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.66-Cu-0.18-Mn-0.16", "voltage_mean": 3.399230176, "voltage_std": 0, "xrf composition": "Au-0.486-Cu-0.183-Mn-0.331"}, {"Ag": 0, "Au": 0.486, "Cd": 0, "Cu": 0.183, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.331, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 98511.41, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.22, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.51, "fe_gas_total_std": 0, "fe_h2_mean": 86.28, "fe_h2_std": 0, "fe_liquid_mean": 13.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 252.21, "max_partial_current_h2_mean": 251.67, "max_partial_current_liquid_mean": 47.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.44, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 173.02, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 172.56, "partial_current_h2_std": 0, "partial_current_liquid_mean": 26.98, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.66-Cu-0.18-Mn-0.16_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.66-Cu-0.18-Mn-0.16", "voltage_mean": 3.53604406, "voltage_std": 0, "xrf composition": "Au-0.486-Cu-0.183-Mn-0.331"}, {"Ag": 0, "Au": 0.486, "Cd": 0, "Cu": 0.183, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.331, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 98511.41, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.17, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 84.07, "fe_gas_total_std": 0, "fe_h2_mean": 83.89, "fe_h2_std": 0, "fe_liquid_mean": 15.93, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.51, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 252.21, "max_partial_current_h2_mean": 251.67, "max_partial_current_liquid_mean": 47.79, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.51, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 252.21, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 251.67, "partial_current_h2_std": 0, "partial_current_liquid_mean": 47.79, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.66-Cu-0.18-Mn-0.16_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.66-Cu-0.18-Mn-0.16", "voltage_mean": 3.724678684, "voltage_std": 0, "xrf composition": "Au-0.486-Cu-0.183-Mn-0.331"}, {"Ag": 0, "Au": 0.516, "Cd": 0, "Cu": 0.09, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.394, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 101786.23, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp31_250204_Au-0.67-Cu-0.17-Mn-0.17_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.67-Cu-0.17-Mn-0.17", "voltage_mean": 2.721376405, "voltage_std": 0, "xrf composition": "Au-0.516-Cu-0.09-Mn-0.394"}, {"Ag": 0, "Au": 0.516, "Cd": 0, "Cu": 0.09, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.394, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 101786.23, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.65, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 91.59, "fe_gas_total_std": 0, "fe_h2_mean": 90.91, "fe_h2_std": 0, "fe_liquid_mean": 8.41, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 259.53, "max_partial_current_h2_mean": 259.02, "max_partial_current_liquid_mean": 40.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.32, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 45.8, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 45.46, "partial_current_h2_std": 0, "partial_current_liquid_mean": 4.2, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.67-Cu-0.17-Mn-0.17_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.67-Cu-0.17-Mn-0.17", "voltage_mean": 3.018330728, "voltage_std": 0, "xrf composition": "Au-0.516-Cu-0.09-Mn-0.394"}, {"Ag": 0, "Au": 0.516, "Cd": 0, "Cu": 0.09, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.394, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 101786.23, "current density": 100, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.36, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 92.68, "fe_gas_total_std": 0, "fe_h2_mean": 92.3, "fe_h2_std": 0, "fe_liquid_mean": 7.32, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 259.53, "max_partial_current_h2_mean": 259.02, "max_partial_current_liquid_mean": 40.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 92.68, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 92.3, "partial_current_h2_std": 0, "partial_current_liquid_mean": 7.32, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.67-Cu-0.17-Mn-0.17_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.67-Cu-0.17-Mn-0.17", "voltage_mean": 3.358424864, "voltage_std": 0, "xrf composition": "Au-0.516-Cu-0.09-Mn-0.394"}, {"Ag": 0, "Au": 0.516, "Cd": 0, "Cu": 0.09, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.394, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 101786.23, "current density": 150, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.27, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 91.44, "fe_gas_total_std": 0, "fe_h2_mean": 91.15, "fe_h2_std": 0, "fe_liquid_mean": 8.56, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 259.53, "max_partial_current_h2_mean": 259.02, "max_partial_current_liquid_mean": 40.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.4, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 137.16, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 136.72, "partial_current_h2_std": 0, "partial_current_liquid_mean": 12.84, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.67-Cu-0.17-Mn-0.17_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.67-Cu-0.17-Mn-0.17", "voltage_mean": 3.46554098, "voltage_std": 0, "xrf composition": "Au-0.516-Cu-0.09-Mn-0.394"}, {"Ag": 0, "Au": 0.516, "Cd": 0, "Cu": 0.09, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.394, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 101786.23, "current density": 200, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.22, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 90.03, "fe_gas_total_std": 0, "fe_h2_mean": 89.8, "fe_h2_std": 0, "fe_liquid_mean": 9.97, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 259.53, "max_partial_current_h2_mean": 259.02, "max_partial_current_liquid_mean": 40.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.44, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 180.06, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 179.6, "partial_current_h2_std": 0, "partial_current_liquid_mean": 19.94, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.67-Cu-0.17-Mn-0.17_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.67-Cu-0.17-Mn-0.17", "voltage_mean": 3.596141129, "voltage_std": 0, "xrf composition": "Au-0.516-Cu-0.09-Mn-0.394"}, {"Ag": 0, "Au": 0.516, "Cd": 0, "Cu": 0.09, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.394, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 101786.23, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.16, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 86.51, "fe_gas_total_std": 0, "fe_h2_mean": 86.34, "fe_h2_std": 0, "fe_liquid_mean": 13.49, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0.48, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 259.53, "max_partial_current_h2_mean": 259.02, "max_partial_current_liquid_mean": 40.47, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.48, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 259.53, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 259.02, "partial_current_h2_std": 0, "partial_current_liquid_mean": 40.47, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.67-Cu-0.17-Mn-0.17_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.67-Cu-0.17-Mn-0.17", "voltage_mean": 3.760112913, "voltage_std": 0, "xrf composition": "Au-0.516-Cu-0.09-Mn-0.394"}, {"Ag": 0, "Au": 0.523, "Cd": 0, "Cu": 0.136, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.341, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 102067.26, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp31_250204_Au-0.69-Cu-0.16-Mn-0.15_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.69-Cu-0.16-Mn-0.15", "voltage_mean": 2.741159041, "voltage_std": 0, "xrf composition": "Au-0.523-Cu-0.136-Mn-0.341"}, {"Ag": 0, "Au": 0.523, "Cd": 0, "Cu": 0.136, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.341, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 102067.26, "current density": 50, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.71, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 88.81, "fe_gas_total_std": 0, "fe_h2_mean": 88.07, "fe_h2_std": 0, "fe_liquid_mean": 11.19, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.46, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.92, "max_partial_current_h2_mean": 250.41, "max_partial_current_liquid_mean": 49.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.36, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 44.4, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 44.04, "partial_current_h2_std": 0, "partial_current_liquid_mean": 5.6, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.69-Cu-0.16-Mn-0.15_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.69-Cu-0.16-Mn-0.15", "voltage_mean": 2.95491502, "voltage_std": 0, "xrf composition": "Au-0.523-Cu-0.136-Mn-0.341"}, {"Ag": 0, "Au": 0.523, "Cd": 0, "Cu": 0.136, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.341, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 102067.26, "current density": 100, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.38, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 89.5, "fe_gas_total_std": 0, "fe_h2_mean": 89.1, "fe_h2_std": 0, "fe_liquid_mean": 10.5, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.46, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.92, "max_partial_current_h2_mean": 250.41, "max_partial_current_liquid_mean": 49.08, "partial_current_c2h4_mean": 0.01, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.38, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 89.5, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 89.1, "partial_current_h2_std": 0, "partial_current_liquid_mean": 10.5, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.69-Cu-0.16-Mn-0.15_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.69-Cu-0.16-Mn-0.15", "voltage_mean": 3.275736405, "voltage_std": 0, "xrf composition": "Au-0.523-Cu-0.136-Mn-0.341"}, {"Ag": 0, "Au": 0.523, "Cd": 0, "Cu": 0.136, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.341, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 102067.26, "current density": 150, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.29, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 87.91, "fe_gas_total_std": 0, "fe_h2_mean": 87.61, "fe_h2_std": 0, "fe_liquid_mean": 12.09, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.46, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.92, "max_partial_current_h2_mean": 250.41, "max_partial_current_liquid_mean": 49.08, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.44, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 131.86, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 131.42, "partial_current_h2_std": 0, "partial_current_liquid_mean": 18.14, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.69-Cu-0.16-Mn-0.15_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.69-Cu-0.16-Mn-0.15", "voltage_mean": 3.396738282, "voltage_std": 0, "xrf composition": "Au-0.523-Cu-0.136-Mn-0.341"}, {"Ag": 0, "Au": 0.523, "Cd": 0, "Cu": 0.136, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.341, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 102067.26, "current density": 200, "fe_c2h4_mean": 0.01, "fe_c2h4_std": 0, "fe_ch4_mean": 0.23, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 81.32, "fe_gas_total_std": 0, "fe_h2_mean": 81.08, "fe_h2_std": 0, "fe_liquid_mean": 18.68, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.46, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.92, "max_partial_current_h2_mean": 250.41, "max_partial_current_liquid_mean": 49.08, "partial_current_c2h4_mean": 0.02, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.46, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 162.64, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 162.16, "partial_current_h2_std": 0, "partial_current_liquid_mean": 37.36, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.69-Cu-0.16-Mn-0.15_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.69-Cu-0.16-Mn-0.15", "voltage_mean": 3.517578927, "voltage_std": 0, "xrf composition": "Au-0.523-Cu-0.136-Mn-0.341"}, {"Ag": 0, "Au": 0.523, "Cd": 0, "Cu": 0.136, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0.341, "Mo": 0, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0, "Zn": 0, "batch date": 250204, "batch number": 31, "cost_per_gram": 102067.26, "current density": 300, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0.15, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 83.64, "fe_gas_total_std": 0, "fe_h2_mean": 83.47, "fe_h2_std": 0, "fe_liquid_mean": 16.36, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0.02, "max_partial_current_ch4_mean": 0.46, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 250.92, "max_partial_current_h2_mean": 250.41, "max_partial_current_liquid_mean": 49.08, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0.45, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 250.92, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 250.41, "partial_current_h2_std": 0, "partial_current_liquid_mean": 49.08, "partial_current_liquid_std": 0, "reaction": "CO2R", "sample id": "vsp31_250204_Au-0.69-Cu-0.16-Mn-0.15_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Au-0.69-Cu-0.16-Mn-0.15", "voltage_mean": 3.681942423, "voltage_std": 0, "xrf composition": "Au-0.523-Cu-0.136-Mn-0.341"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0.465, "Nb": 0.103, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0.433, "Zn": 0, "batch date": 250213, "batch number": 32, "cost_per_gram": 43.33, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp32_250213_Mo-0.23-Nb-0.26-W-0.51_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Mo-0.23-Nb-0.26-W-0.51", "voltage_mean": 2.743234545, "voltage_std": 0, "xrf composition": "Mo-0.465-Nb-0.103-W-0.433"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0.576, "Nb": 0.092, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0.332, "Zn": 0, "batch date": 250213, "batch number": 32, "cost_per_gram": 41.15, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp32_250213_Mo-0.24-Nb-0.27-W-0.49_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Mo-0.24-Nb-0.27-W-0.49", "voltage_mean": 2.755391058, "voltage_std": 0, "xrf composition": "Mo-0.576-Nb-0.092-W-0.332"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0.513, "Nb": 0.093, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0.394, "Zn": 0, "batch date": 250213, "batch number": 32, "cost_per_gram": 42.44, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp32_250213_Mo-0.25-Nb-0.25-W-0.5_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Mo-0.25-Nb-0.25-W-0.5", "voltage_mean": 2.61133262, "voltage_std": 0, "xrf composition": "Mo-0.513-Nb-0.093-W-0.394"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0.492, "Nb": 0.115, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0.393, "Zn": 0, "batch date": 250213, "batch number": 32, "cost_per_gram": 42.74, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp32_250213_Mo-0.26-Nb-0.23-W-0.51_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Mo-0.26-Nb-0.23-W-0.51", "voltage_mean": 2.706971116, "voltage_std": 0, "xrf composition": "Mo-0.492-Nb-0.115-W-0.393"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0.477, "Nb": 0.131, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0.392, "Zn": 0, "batch date": 250213, "batch number": 32, "cost_per_gram": 42.96, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp32_250213_Mo-0.26-Nb-0.26-W-0.47_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Mo-0.26-Nb-0.26-W-0.47", "voltage_mean": 2.783940851, "voltage_std": 0, "xrf composition": "Mo-0.477-Nb-0.131-W-0.392"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0.567, "Nb": 0.08, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0.354, "Zn": 0, "batch date": 250213, "batch number": 32, "cost_per_gram": 41.43, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp32_250213_Mo-0.27-Nb-0.24-W-0.49_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Mo-0.27-Nb-0.24-W-0.49", "voltage_mean": 2.687534587, "voltage_std": 0, "xrf composition": "Mo-0.567-Nb-0.08-W-0.354"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0.506, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0.494, "Zn": 0, "batch date": 250214, "batch number": 33, "cost_per_gram": 43.03, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp33_250214_Mo-0.23-W-0.77_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Mo-0.23-W-0.77", "voltage_mean": 2.770520273, "voltage_std": 0, "xrf composition": "Mo-0.506-W-0.494"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0.339, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0.661, "Zn": 0, "batch date": 250214, "batch number": 33, "cost_per_gram": 45.78, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp33_250214_Mo-0.23-W-0.77_pp0_rep2", "sample_count": 1, "source": "vsp", "target composition": "Mo-0.23-W-0.77", "voltage_mean": 2.743499661, "voltage_std": 0, "xrf composition": "Mo-0.339-W-0.661"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0.368, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0.632, "Zn": 0, "batch date": 250214, "batch number": 33, "cost_per_gram": 45.34, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp33_250214_Mo-0.25-W-0.75_pp0_rep1", "sample_count": 2, "source": "vsp", "target composition": "Mo-0.25-W-0.75", "voltage_mean": 2.7218548389999997, "voltage_std": 0.022144334372985148, "xrf composition": "Mo-0.368-W-0.632"}, {"Ag": 0, "Au": 0, "Cd": 0, "Cu": 0, "Ga": 0, "Hg": 0, "In": 0, "Mn": 0, "Mo": 0.54, "Nb": 0, "Ni": 0, "Pd": 0, "Pt": 0, "Rh": 0, "Sn": 0, "Tl": 0, "W": 0.46, "Zn": 0, "batch date": 250214, "batch number": 33, "cost_per_gram": 42.4, "current density": 50, "fe_c2h4_mean": 0, "fe_c2h4_std": 0, "fe_ch4_mean": 0, "fe_ch4_std": 0, "fe_co_mean": 0, "fe_co_std": 0, "fe_gas_total_mean": 0, "fe_gas_total_std": 0, "fe_h2_mean": 0, "fe_h2_std": 0, "fe_liquid_mean": 0, "fe_liquid_std": 0, "max_partial_current_c2h4_mean": 0, "max_partial_current_ch4_mean": 0, "max_partial_current_co_mean": 0, "max_partial_current_gas_total_mean": 0, "max_partial_current_h2_mean": 0, "max_partial_current_liquid_mean": 0, "partial_current_c2h4_mean": 0, "partial_current_c2h4_std": 0, "partial_current_ch4_mean": 0, "partial_current_ch4_std": 0, "partial_current_co_mean": 0, "partial_current_co_std": 0, "partial_current_gas_total_mean": 0, "partial_current_gas_total_std": 0, "partial_current_h2_mean": 0, "partial_current_h2_std": 0, "partial_current_liquid_mean": 0, "partial_current_liquid_std": 0, "reaction": "HER", "sample id": "vsp33_250214_Mo-0.27-W-0.73_pp0_rep1", "sample_count": 1, "source": "vsp", "target composition": "Mo-0.27-W-0.73", "voltage_mean": 2.684061992, "voltage_std": 0, "xrf composition": "Mo-0.54-W-0.46"}], "columns": ["sample id", "source", "batch number", "batch date", "target composition", "xrf composition", "reaction", "current density", "Ag", "Au", "Cd", "Cu", "Ga", "Hg", "In", "Mn", "Mo", "Nb", "Ni", "Pd", "Pt", "Rh", "Sn", "Tl", "W", "Zn", "cost_per_gram", "fe_c2h4_mean", "fe_c2h4_std", "fe_ch4_mean", "fe_ch4_std", "fe_co_mean", "fe_co_std", "fe_gas_total_mean", "fe_gas_total_std", "fe_h2_mean", "fe_h2_std", "fe_liquid_mean", "fe_liquid_std", "max_partial_current_c2h4_mean", "max_partial_current_ch4_mean", "max_partial_current_co_mean", "max_partial_current_gas_total_mean", "max_partial_current_h2_mean", "max_partial_current_liquid_mean", "partial_current_c2h4_mean", "partial_current_c2h4_std", "partial_current_ch4_mean", "partial_current_ch4_std", "partial_current_co_mean", "partial_current_co_std", "partial_current_gas_total_mean", "partial_current_gas_total_std", "partial_current_h2_mean", "partial_current_h2_std", "partial_current_liquid_mean", "partial_current_liquid_std", "sample_count", "voltage_mean", "voltage_std"]}