Datasets:
Regenerated captions: re-upload code only (percentile emotion gate + GEND/BKGN polarity)
e88fd67 verified | { | |
| "source": "traj2/stats/globalhist.npz (130,785,282 rows, 8 datasets) + vprof_vc fitted here", | |
| "n_global": 130785282, | |
| "n_vprof": 2048444, | |
| "n_total": 132833726, | |
| "estimator": "tie-aware mid-rank ECDF, 4096 bins (NormHist 'ecdfm')", | |
| "scope": "POOLED across datasets and languages", | |
| "vprof_merge_shift": { | |
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| "max": 0.00501, | |
| "n": 8126120 | |
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| "per_dataset": { | |
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| "mean_pct": 0.5494, | |
| "frac_any_above_85": 0.9895 | |
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| "mean_pct": 0.5824, | |
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| "mean_pct": 0.5888, | |
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| "mean_pct": 0.5555, | |
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| }, | |
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| "mean_pct": 0.4911, | |
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| } | |
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| "mean": 0.211 | |
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| "mean": 0.2723 | |
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| "p90": 1.9671, | |
| "mean": 1.3833 | |
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| "mean": 0.1609 | |
| }, | |
| "emo_Contemplation": { | |
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| "mean": 0.6585 | |
| }, | |
| "emo_Contempt": { | |
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| "p90": 0.8985, | |
| "mean": 0.2305 | |
| }, | |
| "emo_Contentment": { | |
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| "zeros_pct": 9.73, | |
| "p90": 0.8995, | |
| "mean": 0.4074 | |
| }, | |
| "emo_Disappointment": { | |
| "median": 0.0, | |
| "zeros_pct": 68.25, | |
| "p90": 1.0544, | |
| "mean": 0.283 | |
| }, | |
| "emo_Disgust": { | |
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| "zeros_pct": 1.74, | |
| "p90": 0.7521, | |
| "mean": 0.1775 | |
| }, | |
| "emo_Distress": { | |
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| "zeros_pct": 81.54, | |
| "p90": 0.5832, | |
| "mean": 0.1327 | |
| }, | |
| "emo_Doubt": { | |
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| "zeros_pct": 0.34, | |
| "p90": 0.768, | |
| "mean": 0.1841 | |
| }, | |
| "emo_Elation": { | |
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| "zeros_pct": 0.02, | |
| "p90": 1.0164, | |
| "mean": 0.2767 | |
| }, | |
| "emo_Embarrassment": { | |
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| "zeros_pct": 57.69, | |
| "p90": 0.5662, | |
| "mean": 0.1307 | |
| }, | |
| "emo_Emotional_Numbness": { | |
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| "zeros_pct": 37.75, | |
| "p90": 0.9607, | |
| "mean": 0.2741 | |
| }, | |
| "emo_Fatigue_Exhaustion": { | |
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| "zeros_pct": 5.24, | |
| "p90": 0.0445, | |
| "mean": 0.0727 | |
| }, | |
| "emo_Fear": { | |
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| "zeros_pct": 74.74, | |
| "p90": 0.3629, | |
| "mean": 0.0852 | |
| }, | |
| "emo_Helplessness": { | |
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| "zeros_pct": 79.65, | |
| "p90": 0.4355, | |
| "mean": 0.1012 | |
| }, | |
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| "zeros_pct": 33.98, | |
| "p90": 1.5109, | |
| "mean": 0.5566 | |
| }, | |
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| "p90": 1.3076, | |
| "mean": 0.4117 | |
| }, | |
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| "p90": 0.0191, | |
| "mean": 0.0327 | |
| }, | |
| "emo_Interest": { | |
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| "zeros_pct": 0.0, | |
| "p90": 2.5406, | |
| "mean": 1.9912 | |
| }, | |
| "emo_Intoxication_Altered_States_of_Consciousness": { | |
| "median": -0.0296, | |
| "zeros_pct": 85.69, | |
| "p90": 0.0771, | |
| "mean": 0.0325 | |
| }, | |
| "emo_Longing": { | |
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| "zeros_pct": 56.14, | |
| "p90": 0.71, | |
| "mean": 0.1743 | |
| }, | |
| "emo_Malevolence_Malice": { | |
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| "zeros_pct": 0.13, | |
| "p90": 0.7962, | |
| "mean": 0.2051 | |
| }, | |
| "emo_Pain": { | |
| "median": -0.0038, | |
| "zeros_pct": 84.6, | |
| "p90": 0.0041, | |
| "mean": 0.0256 | |
| }, | |
| "emo_Pleasure_Ecstasy": { | |
| "median": -0.0019, | |
| "zeros_pct": 65.69, | |
| "p90": 0.8374, | |
| "mean": 0.1811 | |
| }, | |
| "emo_Pride": { | |
| "median": 0.0018, | |
| "zeros_pct": 1.17, | |
| "p90": 1.0069, | |
| "mean": 0.2883 | |
| }, | |
| "emo_Relief": { | |
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| "zeros_pct": 3.07, | |
| "p90": 0.823, | |
| "mean": 0.1931 | |
| }, | |
| "emo_Sadness": { | |
| "median": 0.0, | |
| "zeros_pct": 77.23, | |
| "p90": 0.7059, | |
| "mean": 0.1583 | |
| }, | |
| "emo_Sexual_Lust": { | |
| "median": -0.021, | |
| "zeros_pct": 69.46, | |
| "p90": 0.2827, | |
| "mean": 0.0679 | |
| }, | |
| "emo_Shame": { | |
| "median": 0.0103, | |
| "zeros_pct": 4.16, | |
| "p90": 0.241, | |
| "mean": 0.0878 | |
| }, | |
| "emo_Sourness": { | |
| "median": -0.0061, | |
| "zeros_pct": 61.89, | |
| "p90": 0.8764, | |
| "mean": 0.212 | |
| }, | |
| "emo_Teasing": { | |
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| "zeros_pct": 65.67, | |
| "p90": 0.9464, | |
| "mean": 0.2356 | |
| }, | |
| "emo_Thankfulness_Gratitude": { | |
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| "zeros_pct": 0.16, | |
| "p90": 1.1127, | |
| "mean": 0.3019 | |
| }, | |
| "emo_Triumph": { | |
| "median": -0.0083, | |
| "zeros_pct": 69.86, | |
| "p90": 0.6054, | |
| "mean": 0.1365 | |
| }, | |
| "emo_Jealousy_and_Envy": { | |
| "median": 0.0511, | |
| "zeros_pct": 0.36, | |
| "p90": 0.1938, | |
| "mean": 0.115 | |
| } | |
| }, | |
| "gate_tuning": { | |
| "0.80": { | |
| "none_pct": 3.46, | |
| "mean_named": 2.739, | |
| "interest_pct": 20.48 | |
| }, | |
| "0.85": { | |
| "none_pct": 6.75, | |
| "mean_named": 2.564, | |
| "interest_pct": 14.93 | |
| }, | |
| "0.90": { | |
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| "mean_named": 2.246, | |
| "interest_pct": 9.72 | |
| }, | |
| "0.93": { | |
| "none_pct": 20.89, | |
| "mean_named": 1.927, | |
| "interest_pct": 6.71 | |
| } | |
| }, | |
| "sample_rows": { | |
| "emolia": 2210306, | |
| "eurospeech": 1856931, | |
| "evasnippets": 500007, | |
| "mls": 432177, | |
| "podcast": 2002944, | |
| "snippets": 1919446, | |
| "vprof_vc": 2048444 | |
| } | |
| } |