{"id":"W2406028618","doi":"10.2175/106143007x22096","title":"Treatment of Combined Sewer Overflow Using Retention Treatment Basin Assisted with Polymer Chemical Coagulation","year":2008,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Stantec (Canada)","funders":"","keywords":"Combined sewer; Effluent; Flushing; Environmental science; Settling; Chemical oxygen demand; Suspended solids; Coagulation; Total suspended solids; Water quality; Environmental engineering; Water treatment; Biochemical oxygen demand; Sewage treatment; Waste management; Wastewater; Stormwater; Engineering; Surface runoff","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001899156,0.0003132847,0.0005438318,0.0002569239,0.0004220832,0.0005037337,0.0002319795,0.0003642862,0.0007318011],"category_scores_gemma":[0.0002247155,0.0001658302,0.0002966,0.000299037,0.0002032242,0.0001931487,0.0003890386,0.0002428989,0.0001561008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004819434,"about_ca_system_score_gemma":0.0009045696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009369087,"about_ca_topic_score_gemma":0.02007538,"domain_scores_codex":[0.9998109,0.00002936653,0.00001074649,0.00003428727,0.00007132899,0.00004350339],"domain_scores_gemma":[0.999904,0.00001364005,0.00002762138,0.000005084031,0.00002189737,0.00002767412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002684025,0.0001461396,0.00339374,0.0001670906,0.00001423741,0.0001422714,0.00009101834,0.0009492573,0.9855032,0.0000300652,0.00006788019,0.009226716],"study_design_scores_gemma":[0.0001605202,0.00291015,0.03611773,0.00002276516,0.00006992315,0.0002597623,0.0002138602,0.006599462,0.9508597,0.00004054467,0.002717236,0.00002834275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984745,0.00008300758,0.000980719,0.0000142619,0.000002712367,0.00004458611,0.00003061662,0.00002570668,0.0003437738],"genre_scores_gemma":[0.9946695,0.0001752612,0.004009557,0.00001928069,0.000003002762,0.00003490053,0.00007685666,0.000007625895,0.001004142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009369087,"threshold_uncertainty_score":0.01862907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001882584817434,"score_gpt":0.2850480826016353,"score_spread":0.184859824119892,"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."}}