{"id":"W2580690269","doi":"10.14796/jwmm.c417","title":"The Performance Analysis of Two Relatively Small Capacity Urban Retrofit Stormwater Controls","year":2017,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Environmental Protection Agency","keywords":"Stormwater; Stormwater management; Environmental science; Surface runoff","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001980908,0.000210226,0.0004119526,0.0002506185,0.0009836078,0.0002067711,0.001296314,0.00004127339,0.0001374004],"category_scores_gemma":[0.00001864761,0.0001209075,0.0003416231,0.0001494145,0.000255474,0.000909892,0.0007160096,0.0002577447,0.00004888467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703847,"about_ca_system_score_gemma":0.000003247915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001905448,"about_ca_topic_score_gemma":0.0001262113,"domain_scores_codex":[0.9976765,0.0000910456,0.0008554353,0.0002472252,0.0006696924,0.0004601086],"domain_scores_gemma":[0.9982143,0.00002532062,0.0007630512,0.0008342817,0.00006935014,0.00009367266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001561383,0.0001114314,0.2695725,0.00003112678,0.003559192,0.00002219331,0.00181682,0.7189865,0.002852646,0.0007279913,0.0007516792,0.001411774],"study_design_scores_gemma":[0.001945084,0.0001791371,0.1207474,0.0000712749,0.003973729,0.000004236661,0.0002256104,0.8636543,0.00176926,0.001248239,0.005782466,0.0003992784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545356,0.00002684082,0.03689887,0.0005488315,0.0002545639,0.0002269352,0.000002911116,0.0000114914,0.007493949],"genre_scores_gemma":[0.993874,0.00007588181,0.002784468,0.0000580538,0.00006029808,0.000007488692,0.000002049007,0.00001679992,0.003120944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488251,"threshold_uncertainty_score":0.7565216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746655896183381,"score_gpt":0.2370142907161333,"score_spread":0.1995477317542995,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}