{"id":"W2081177293","doi":"10.1139/l02-008","title":"Effectiveness of dry ponds for stormwater total suspended solids removal","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrofitting; Total suspended solids; Stormwater; Environmental science; Detention basin; Suspended solids; Environmental engineering; Hydrology (agriculture); Wastewater; Surface runoff; Engineering; Ecology; Chemical oxygen demand; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004787137,0.0002809011,0.0003468306,0.000417458,0.0004576663,0.0007098913,0.0003166391,0.0002638637,0.002424766],"category_scores_gemma":[0.001009773,0.0001418208,0.000335475,0.0002303378,0.0003192736,0.0005804202,0.0006278905,0.0002879111,0.0004647229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732937,"about_ca_system_score_gemma":0.000418052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010737,"about_ca_topic_score_gemma":0.003804836,"domain_scores_codex":[0.9995539,0.00007037341,0.00002979695,0.00004702638,0.0002613991,0.00003745753],"domain_scores_gemma":[0.9994617,0.0001343113,0.0001446079,0.00005619554,0.0001233309,0.00007983264],"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":[0.0011101,0.0006516686,0.0174432,0.0009676195,0.00007738464,0.000404362,0.0002435068,0.01189026,0.7725739,0.0008070705,0.001220549,0.1926104],"study_design_scores_gemma":[0.0002179323,0.006361927,0.08907561,0.0001371142,0.0001920342,0.001431551,0.0006579124,0.01885034,0.8318749,0.001168776,0.04995963,0.00007230803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654477,0.001095153,0.02601312,0.0001585193,0.00004869491,0.0001653483,0.0001589231,0.0003734023,0.006539186],"genre_scores_gemma":[0.9757008,0.0005633333,0.01832812,0.00007089834,0.00001833812,0.00006245424,0.0002514922,0.00005016956,0.004954322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002424766,"threshold_uncertainty_score":0.008111715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0093292476533102,"score_gpt":0.1785010541888359,"score_spread":0.1691718065355257,"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."}}