{"id":"W1916782059","doi":"10.14796/jwmm.r223-23","title":"Sources of Pollutants in Urban Areas (Part 1) - Older Monitoring Projects","year":2005,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollutant; Environmental planning; Environmental science; Business; Environmental resource management; Geography; Ecology","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":[0.000700518,0.0001748845,0.0002532448,0.0003570107,0.00008054431,0.00004138164,0.0004233837,0.00004049442,0.0002177677],"category_scores_gemma":[0.000005121985,0.0001326908,0.0001070597,0.0002126251,0.00004531942,0.0007910876,0.0003740376,0.0001665113,0.00005886939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003021668,"about_ca_system_score_gemma":0.00000378905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004914855,"about_ca_topic_score_gemma":0.00001648002,"domain_scores_codex":[0.997911,0.00004781301,0.000791627,0.0002173462,0.0006132927,0.0004189731],"domain_scores_gemma":[0.9994466,0.00000681813,0.0002231574,0.0002339811,0.00001778989,0.00007160367],"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":[0.00007509342,0.0004423066,0.1711286,0.00008278215,0.0001688965,0.00009733935,0.006427421,0.809757,0.002865926,0.00004815312,0.001186129,0.007720285],"study_design_scores_gemma":[0.01416759,0.0008611957,0.1791884,0.003730175,0.001420921,0.000177586,0.0130162,0.663624,0.07640105,0.003486957,0.0406435,0.003282341],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887496,0.0001029088,0.005563605,0.0003868567,0.000232043,0.000245148,0.000001107398,0.00001651334,0.004702267],"genre_scores_gemma":[0.9931746,0.00006034228,0.005110449,0.00004358071,0.0001975553,0.000005830619,5.18667e-7,0.00002099813,0.001386098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.146133,"threshold_uncertainty_score":0.5410976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448438691363111,"score_gpt":0.2276427993256975,"score_spread":0.2031584124120664,"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."}}