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[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "01400500", "exp_dir": "conus_batch_test_exp_001_01400500_2018_202603041456_base", "n_rounds": 2, "best_nse": 0.6231, "weight": 0.8115 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "01403060", "exp_dir": "conus_batch_test_exp_001_01403060_2018_202603041500_base", "n_rounds": 10, "best_nse": 0.6336, "weight": 0.8168 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02294781", "exp_dir": "conus_batch_test_exp_001_02294781_2018_202603041500_base", "n_rounds": 1, "best_nse": 0.5542, "weight": 0.7771 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02312000", "exp_dir": "conus_batch_test_exp_001_02312000_2018_202603041500_base", "n_rounds": 3, "best_nse": 0.632, "weight": 0.816 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02312600", "exp_dir": "conus_batch_test_exp_001_02312600_2018_202603041500_base", "n_rounds": 4, "best_nse": 0.5065, "weight": 0.7532 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "05529000", "exp_dir": "conus_batch_test_exp_001_05529000_2018_202603041456_base", "n_rounds": 2, "best_nse": 0.647, "weight": 0.8235 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "06279500", "exp_dir": "conus_batch_test_exp_001_06279500_2018_202603041043_base", "n_rounds": 1, "best_nse": 0.5919, "weight": 0.7959 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "07144100", "exp_dir": "conus_batch_test_exp_001_07144100_2018_202603041456_base", "n_rounds": 7, "best_nse": 0.5817, "weight": 0.7909 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "07144200", "exp_dir": "conus_batch_test_exp_001_07144200_2018_202603041043_base", "n_rounds": 6, "best_nse": -0.0828, "weight": 0.4586 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "07195430", "exp_dir": "conus_batch_test_exp_001_07195430_2018_202603041456_base", "n_rounds": 4, "best_nse": 0.5858, "weight": 0.7929 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "09394500", "exp_dir": "conus_batch_test_exp_001_09394500_2018_202603041043_base", "n_rounds": 10, "best_nse": -0.6308, "weight": 0.1846 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "10251300", "exp_dir": "conus_batch_test_exp_001_10251300_2018_202603041043_base", "n_rounds": 4, "best_nse": -32.2585, "weight": 0.1 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "10311700", "exp_dir": "conus_batch_test_exp_001_10311700_2018_202603041043_base", "n_rounds": 1, "best_nse": 0.4532, "weight": 0.7266 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "11043000", "exp_dir": "conus_batch_test_exp_001_11043000_2018_202603041043_base", "n_rounds": 6, "best_nse": 0.8562, "weight": 0.9281 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "11152000", "exp_dir": "conus_batch_test_exp_001_11152000_2018_202603041043_base", "n_rounds": 5, "best_nse": 0.6357, "weight": 0.8178 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "11179000", "exp_dir": "conus_batch_test_exp_001_11179000_2018_202603032351_base", "n_rounds": 20, "best_nse": 0.4896, "weight": 0.7448 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "11376000", "exp_dir": "conus_batch_test_exp_001_11376000_2018_202603032351_base", "n_rounds": 8, "best_nse": 0.6136, "weight": 0.8068 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "11383500", "exp_dir": "conus_batch_test_exp_001_11383500_2018_202603032351_base", "n_rounds": 4, "best_nse": 0.4531, "weight": 0.7266 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "11523000", "exp_dir": "conus_batch_test_exp_001_11523000_2018_202603032351_base", "n_rounds": 3, "best_nse": 0.0235, "weight": 0.5118 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "14197900", "exp_dir": "conus_batch_test_exp_001_14197900_2018_202603031425_base", "n_rounds": 3, "best_nse": 0.1591, "weight": 0.5796 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "14207500", "exp_dir": "conus_batch_test_exp_001_14207500_2018_202603031425_base", "n_rounds": 2, "best_nse": 0.5826, "weight": 0.7913 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "14301000", "exp_dir": "conus_batch_test_exp_001_14301000_2018_202603031425_base", "n_rounds": 4, "best_nse": 0.6417, "weight": 0.8209 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "14312000", "exp_dir": "conus_batch_test_exp_001_14312000_2018_202603031425_base", "n_rounds": 6, "best_nse": 0.3963, "weight": 0.6982 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "01400500", "exp_dir": "conus_batch_test_exp_002_01400500_2018_202603041731_base", "n_rounds": 2, "best_nse": 0.6345, "weight": 0.8173 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "01403060", "exp_dir": "conus_batch_test_exp_002_01403060_2018_202603042025_base", "n_rounds": 8, "best_nse": 0.6491, "weight": 0.8246 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02294781", "exp_dir": "conus_batch_test_exp_002_02294781_2018_202603041716_base", "n_rounds": 2, "best_nse": 0.6927, "weight": 0.8463 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02312000", "exp_dir": "conus_batch_test_exp_002_02312000_2018_202603042011_base", "n_rounds": 3, "best_nse": 0.6041, "weight": 0.802 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02312600", "exp_dir": "conus_batch_test_exp_002_02312600_2018_202603042010_base", "n_rounds": 3, "best_nse": 0.1266, "weight": 0.5633 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "05529000", "exp_dir": "conus_batch_test_exp_002_05529000_2018_202603041801_base", "n_rounds": 2, "best_nse": 0.6426, "weight": 0.8213 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "06279500", "exp_dir": "conus_batch_test_exp_002_06279500_2018_202603041338_base", "n_rounds": 1, "best_nse": 0.5869, "weight": 0.7934 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "07144100", "exp_dir": "conus_batch_test_exp_002_07144100_2018_202603042021_base", "n_rounds": 4, "best_nse": 0.5819, "weight": 0.791 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "07144200", "exp_dir": "conus_batch_test_exp_002_07144200_2018_202603041555_base", "n_rounds": 2, "best_nse": 0.111, "weight": 0.5555 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "07195430", "exp_dir": "conus_batch_test_exp_002_07195430_2018_202603041929_base", "n_rounds": 9, "best_nse": 0.592, "weight": 0.796 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "09394500", "exp_dir": "conus_batch_test_exp_002_09394500_2018_202603041922_base", "n_rounds": 3, "best_nse": -0.2795, "weight": 0.3602 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "10251300", "exp_dir": "conus_batch_test_exp_002_10251300_2018_202603041409_base", "n_rounds": 7, "best_nse": -0.7965, "weight": 0.1018 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "10311700", "exp_dir": "conus_batch_test_exp_002_10311700_2018_202603041306_base", "n_rounds": 1, "best_nse": 0.1425, "weight": 0.5713 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "11043000", "exp_dir": "conus_batch_test_exp_002_11043000_2018_202603041445_base", "n_rounds": 12, "best_nse": 0.8574, "weight": 0.9287 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "11152000", "exp_dir": "conus_batch_test_exp_002_11152000_2018_202603041457_base", "n_rounds": 4, "best_nse": 0.6628, "weight": 0.8314 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "11179000", "exp_dir": "conus_batch_test_exp_002_11179000_2018_202603041024_base", "n_rounds": 10, "best_nse": 0.8492, "weight": 0.9246 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "11376000", "exp_dir": "conus_batch_test_exp_002_11376000_2018_202603040603_base", "n_rounds": 6, "best_nse": 0.4846, "weight": 0.7423 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "11383500", "exp_dir": "conus_batch_test_exp_002_11383500_2018_202603040320_base", "n_rounds": 2, "best_nse": 0.4766, "weight": 0.7383 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "11523000", "exp_dir": "conus_batch_test_exp_002_11523000_2018_202603040311_base", "n_rounds": 2, "best_nse": 0.1529, "weight": 0.5765 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "14197900", "exp_dir": "conus_batch_test_exp_002_14197900_2018_202603031740_base", "n_rounds": 3, "best_nse": 0.3332, "weight": 0.6666 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "14207500", "exp_dir": "conus_batch_test_exp_002_14207500_2018_202603031653_base", "n_rounds": 2, "best_nse": 0.5134, "weight": 0.7567 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "14301000", "exp_dir": "conus_batch_test_exp_002_14301000_2018_202603031802_base", "n_rounds": 1, "best_nse": 0.7053, "weight": 0.8527 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "14312000", "exp_dir": "conus_batch_test_exp_002_14312000_2018_202603032001_base", "n_rounds": 5, "best_nse": 0.383, "weight": 0.6915 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "03076500", "exp_dir": "debug_03076500_2018_202601191245_base", "n_rounds": 9, "best_nse": 0.4295, "weight": 0.7147 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02338660", "exp_dir": "exp_001_02338660_2018_202601191452_base", "n_rounds": 6, "best_nse": 0.7283, "weight": 0.8641 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02472000", "exp_dir": "exp_001_02472000_2018_202601191452_base", "n_rounds": 5, "best_nse": 0.6475, "weight": 0.8237 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02338660", "exp_dir": "exp_002_02338660_2018_202601192229_base", "n_rounds": 3, "best_nse": 0.7494, "weight": 0.8747 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02472000", "exp_dir": "exp_002_02472000_2018_202601192226_base", "n_rounds": 4, "best_nse": 0.6367, "weight": 0.8184 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "03076500", "exp_dir": "exp_002_03076500_2018_202601192226_base", "n_rounds": 2, "best_nse": 0.4518, "weight": 0.7259 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02338660", "exp_dir": "exp_003_02338660_2018_202601200125_base", "n_rounds": 2, "best_nse": 0.7423, "weight": 0.8711 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02472000", "exp_dir": "exp_003_02472000_2018_202601200125_base", "n_rounds": 5, "best_nse": 0.625, "weight": 0.8125 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "03076500", "exp_dir": "exp_003_03076500_2018_202601200125_base", "n_rounds": 6, "best_nse": 0.3308, "weight": 0.6654 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02338660", "exp_dir": "exp_004_02338660_2018_202601201154_base", "n_rounds": 2, "best_nse": 0.7241, "weight": 0.862 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02472000", "exp_dir": "exp_004_02472000_2018_202601201154_base", "n_rounds": 3, "best_nse": 0.6299, "weight": 0.815 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "03076500", "exp_dir": "exp_004_03076500_2018_202601201154_base", "n_rounds": 1, "best_nse": 0.4097, "weight": 0.7048 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02338660", "exp_dir": "exp_005_02338660_2018_202601201422_base", "n_rounds": 1, "best_nse": 0.7195, "weight": 0.8598 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02472000", "exp_dir": "exp_005_02472000_2018_202601201428_base", "n_rounds": 11, "best_nse": 0.5961, "weight": 0.798 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "03076500", "exp_dir": "exp_005_03076500_2018_202601201430_base", "n_rounds": 14, "best_nse": 0.6334, "weight": 0.8167 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02338660", "exp_dir": "exp_006_02338660_2018_202601270241_base", "n_rounds": 9, "best_nse": 0.7247, "weight": 0.8623 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02338660", "exp_dir": "exp_007_02338660_2018_202601270553_base", "n_rounds": 3, "best_nse": 0.7486, "weight": 0.8743 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02338660", "exp_dir": "exp_008_02338660_2018_202601270746_base", "n_rounds": 2, "best_nse": 0.7613, "weight": 0.8806 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02338660", "exp_dir": "exp_009_02338660_2018_202601271547_base", "n_rounds": 5, "best_nse": 0.7359, "weight": 0.8679 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02338660", "exp_dir": "exp_010_02338660_2018_202601271547_base", "n_rounds": 3, "best_nse": 0.7332, "weight": 0.8666 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "02338660", "exp_dir": "exp_011_02338660_2018_202601271551_base", "n_rounds": 4, "best_nse": 0.6202, "weight": 0.8101 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "08069000", "exp_dir": "exp_100_08069000_2018_202601280212_base", "n_rounds": 1, "best_nse": -0.489, "weight": 0.2555 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "05541710", "exp_dir": "exp_101_05541710_2018_202601280212_base", "n_rounds": 3, "best_nse": 0.5095, "weight": 0.7548 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "08069000", "exp_dir": "exp_102_08069000_2018_202601281528_base", "n_rounds": 2, "best_nse": -0.1573, "weight": 0.4214 }
[ { "role": "system", "content": "You are an expert hydrologic model calibration scientist. You calibrate the EF5/CREST distributed hydrologic model by calling tools — never by narrating, never by inventing numbers, never by writing tables of \"hypothetical\" results.\n\nYou have three tools: `set_parameters`...
{ "gage_id": "08069000", "exp_dir": "exp_103_08069000_2018_202601281552_base", "n_rounds": 6, "best_nse": 0.7778, "weight": 0.8889 }