{"id":"W162014739","doi":"10.2166/wqrj.2003.004","title":"Sources and Persistence of Fecal Coliform Bacteria in a Rural Watershed","year":2003,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Agriculture; University of Guelph","funders":"Agri-Futures Nova Scotia Association; Department of Agriculture, Nova Scotia","keywords":"Watershed; Environmental science; Fecal coliform; Hydrology (agriculture); Water quality; Drainage basin; STREAMS; Indicator bacteria; Ecology; Geography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001718276,0.0001709028,0.0001557862,0.0005103027,0.0005128622,0.0004751581,0.0001440528,0.0001779235,0.0006415616],"category_scores_gemma":[0.0004540107,0.0001321453,0.00005471405,0.0005414163,0.0003268762,0.0001758324,0.0002709629,0.0001269522,0.0001313774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005544112,"about_ca_system_score_gemma":0.0004903837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02181451,"about_ca_topic_score_gemma":0.0345668,"domain_scores_codex":[0.999854,0.0000305571,0.000006584425,0.00004183446,0.00003940695,0.0000276012],"domain_scores_gemma":[0.9997184,0.00004392943,0.0000923543,0.0000111227,0.00007753359,0.00005660643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002403858,0.0002054223,0.9549184,0.00001979257,0.00001470014,0.0006759593,0.0009395386,0.0001811515,0.03650177,0.00004264139,0.0001058368,0.006154363],"study_design_scores_gemma":[0.00001118434,0.0004293027,0.9919913,0.000005931881,0.00001159801,0.0004284411,0.001496381,0.0005878521,0.004492433,0.00003872439,0.0005010964,0.000005756421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998158,0.000009701941,0.00004243377,0.000003152725,1.84933e-7,0.000002714488,0.00003196691,9.932361e-7,0.00009305753],"genre_scores_gemma":[0.9992853,0.00004070113,0.0002023553,0.0000050248,0.000001199061,0.000006061614,0.0001480726,0.000001008592,0.0003103366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02181451,"threshold_uncertainty_score":0.04337502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108721107579236,"score_gpt":0.3581759327623379,"score_spread":0.2473038220044143,"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."}}