{"id":"W4251084733","doi":"10.2134/jeq2003.0613","title":"Phosphorus Removal in Vegetated Filter Strips","year":2003,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Surface runoff; Environmental science; Infiltration (HVAC); Filter (signal processing); Sediment; Phosphorus; Buffer strip; Hydrology (agriculture); Environmental engineering; Soil science; Chemistry; Geology; Ecology; Materials science; Geotechnical engineering; Geomorphology","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":[0.0001640022,0.0002572048,0.0002917564,0.0002340349,0.0001830705,0.0004866834,0.000272409,0.0002510207,0.0004434794],"category_scores_gemma":[0.0003326014,0.0001525257,0.0002773717,0.0002861043,0.0001754964,0.0001917144,0.0002339462,0.0001727787,0.00009850886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003646754,"about_ca_system_score_gemma":0.0002811854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007570639,"about_ca_topic_score_gemma":0.007907198,"domain_scores_codex":[0.9998229,0.00002358022,0.00001113704,0.00005650588,0.0000479948,0.00003786634],"domain_scores_gemma":[0.9998164,0.00003621184,0.00005621515,0.00001587912,0.00003879735,0.00003647588],"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":[0.0002913362,0.0000431077,0.003012031,0.0000772489,0.0000334886,0.00006826489,0.00004110138,0.0006982912,0.9922241,0.00002440575,0.00004339395,0.003443236],"study_design_scores_gemma":[0.000097501,0.00436955,0.1541809,0.00003271005,0.0001241879,0.0004381716,0.0001918537,0.00773845,0.8287125,0.0001253683,0.003955187,0.0000337067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989974,0.0001555042,0.0005333996,0.000005652239,0.000003339003,0.000006348514,0.00006287402,0.000008012922,0.000227407],"genre_scores_gemma":[0.9961011,0.0002092842,0.002160103,0.00003784344,0.000003562038,0.00001237534,0.0004164025,0.00001107933,0.001048176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007570639,"threshold_uncertainty_score":0.01505309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997526468898135,"score_gpt":0.2360857591216993,"score_spread":0.206110494432718,"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."}}