{"id":"W2921227791","doi":"10.2166/wqrj.2000.028","title":"Urban Stormwater Management Strategy for the Severn Sound Remedial Action Plan","year":2000,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Stormwater; Environmental science; Surface runoff; Water quality; Hydrology (agriculture); First flush; Pollution; Urban area; Pollutant; Environmental engineering; Water resource management; Ecology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006544407,0.0001861821,0.0001550957,0.0001076797,0.001880379,0.000507032,0.000847641,0.00007623884,0.01222159],"category_scores_gemma":[0.00001909973,0.0001062612,0.0001760176,0.0001884244,0.0004611328,0.000653972,0.0002911943,0.0006854804,0.00270206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007123734,"about_ca_system_score_gemma":0.00001253175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003984458,"about_ca_topic_score_gemma":0.0007275678,"domain_scores_codex":[0.9957582,0.0006742724,0.000469067,0.0003866487,0.001570925,0.001140873],"domain_scores_gemma":[0.9990267,0.0001393154,0.00005638748,0.000496184,0.0000424287,0.0002389722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001597858,0.0006459379,0.03874562,0.00009416263,0.0007262801,0.00009897977,0.008017742,0.005579677,0.00496455,0.001009682,0.8557825,0.08273698],"study_design_scores_gemma":[0.001498899,0.0002968646,0.08302753,0.00001501044,0.00006812741,0.00005802391,0.001668098,0.0005902417,0.0007816353,0.01317309,0.8984553,0.0003671324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543852,0.00005223841,0.005183125,0.007469021,0.0007073198,0.001955711,0.00002814398,0.00009840924,0.03012079],"genre_scores_gemma":[0.9248273,0.0001134047,0.0002940464,0.0001758166,0.0006668973,0.0001201169,0.00002491262,0.0000282395,0.0737493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08236985,"threshold_uncertainty_score":0.999419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2762172974425862,"score_gpt":0.4105061863902352,"score_spread":0.1342888889476491,"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."}}