{"id":"W2061342346","doi":"10.1016/j.scitotenv.2003.11.015","title":"Pollution loads in urban runoff and sanitary wastewater","year":2004,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":193,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"University of Isfahan; Isfahan University of Technology; U.S. Environmental Protection Agency","keywords":"Surface runoff; Environmental science; Stormwater; Pollution; Pollutant; Urban runoff; Wastewater; Environmental engineering; Nonpoint source pollution; Water quality; Urban area; Water pollution; Water resource management; Environmental chemistry; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002974209,0.0002417762,0.0002779886,0.0008793854,0.0005197233,0.001107723,0.0001831763,0.000550231,0.002183817],"category_scores_gemma":[0.0005090803,0.0002433463,0.0002425555,0.000813577,0.0003017696,0.0004395642,0.0003886381,0.0003256431,0.0004952892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007578073,"about_ca_system_score_gemma":0.0004252118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007045278,"about_ca_topic_score_gemma":0.007443062,"domain_scores_codex":[0.9996475,0.00007305607,0.00001812846,0.00005270595,0.0001422362,0.00006631885],"domain_scores_gemma":[0.9998007,0.00006004186,0.00002932092,0.000006472577,0.00007754463,0.00002580982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005162986,0.0009082913,0.3577183,0.0005129891,0.000285822,0.001824165,0.001794487,0.02813222,0.5252623,0.003214313,0.003684169,0.07149994],"study_design_scores_gemma":[0.0001053968,0.001740787,0.6693123,0.00005101424,0.0001829553,0.0007414473,0.003734172,0.04162124,0.2679502,0.00517015,0.009325291,0.00006499865],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965144,0.0002236502,0.0004500856,0.00009001329,0.00001330711,0.000007017209,0.0002008073,0.00001454348,0.002486267],"genre_scores_gemma":[0.9961571,0.000257094,0.0001476919,0.00003431135,0.00001784795,0.000007020998,0.0002935716,0.0000101312,0.003075271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007045278,"threshold_uncertainty_score":0.01400852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006546489207961395,"score_gpt":0.176037000232796,"score_spread":0.1694905110248346,"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."}}