{"id":"W2255911325","doi":"10.2166/wqrj.2010.039","title":"Compost Biofilters For Highway Stormwater Runoff Treatment","year":2010,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto and Region Conservation Authority; University of Guelph","funders":"","keywords":"Stormwater; Surface runoff; Environmental science; Pollutant; First flush; Water quality; Compost; Biofilter; Environmental engineering; Ditch; Total suspended solids; Bioretention; Suspended solids; Urban runoff; Hydrology (agriculture); Waste management; Wastewater; Chemical oxygen demand; Engineering; Ecology","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":[0.0001174524,0.000229064,0.0002460444,0.0002939569,0.0004640215,0.0004293149,0.0002456935,0.000159666,0.00201981],"category_scores_gemma":[0.0001596246,0.0001042883,0.0002510407,0.0002839426,0.00009076872,0.0001487668,0.0001870517,0.0002430282,0.0003308475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008428857,"about_ca_system_score_gemma":0.0005768008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02267235,"about_ca_topic_score_gemma":0.05934748,"domain_scores_codex":[0.9998499,0.00001179027,0.000009087752,0.0000228378,0.00008034876,0.00002601755],"domain_scores_gemma":[0.9999019,0.00001213569,0.00002197349,0.000005991811,0.00004160188,0.00001645963],"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":[0.0005249554,0.0004705477,0.005079844,0.0003799797,0.0000398711,0.000124364,0.00007559029,0.001794573,0.9221611,0.0001060375,0.001619507,0.0676237],"study_design_scores_gemma":[0.0001279081,0.001533312,0.03412138,0.00005212464,0.000124592,0.0002259868,0.0002035733,0.0105502,0.937293,0.0000914617,0.01565172,0.00002485057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888684,0.00165325,0.005883327,0.0001133652,0.00006441134,0.0001162729,0.0004531623,0.0002949407,0.002552892],"genre_scores_gemma":[0.989979,0.001124427,0.00503527,0.00003743258,0.00001351454,0.0000443934,0.0003820334,0.00001470804,0.003369093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02267235,"threshold_uncertainty_score":0.04508078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1523840478619895,"score_gpt":0.4085331489797651,"score_spread":0.2561491011177757,"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."}}