{"id":"W2072157892","doi":"10.1139/s04-001","title":"Persistence of enteric bacteria in alluvial streams","year":2004,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"TRACER; STREAMS; Hydrology (agriculture); Bacteria; Environmental science; Urban stream; Water quality; Environmental chemistry; Chemistry; Ecology; Geology; Biology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0002303878,0.0004564555,0.0004991447,0.000745204,0.0009044432,0.001407889,0.0003537816,0.0003510771,0.0004222953],"category_scores_gemma":[0.0004783782,0.0002214257,0.0002004338,0.0009375513,0.0003843001,0.0002861966,0.0004585456,0.0002596856,0.00008841878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002112072,"about_ca_system_score_gemma":0.001763645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.147854,"about_ca_topic_score_gemma":0.2376476,"domain_scores_codex":[0.9995725,0.00003333587,0.00002911402,0.0001314946,0.0001461137,0.0000875769],"domain_scores_gemma":[0.9995906,0.00002773164,0.0001112067,0.00001122907,0.0001726944,0.00008668903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003741868,0.0001035826,0.6148953,0.0001303123,0.00004769115,0.0002904669,0.001642448,0.0002350753,0.3727278,0.00008115935,0.0001243504,0.009347739],"study_design_scores_gemma":[0.00001942331,0.0007312451,0.9677743,0.00002197442,0.00004437567,0.0001912394,0.001043606,0.0003991115,0.02815987,0.00002488215,0.00156411,0.00002582271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994112,0.0001586735,0.00007682228,0.00000500884,0.000001419744,0.00001193171,0.0001525721,0.000005606302,0.0001767948],"genre_scores_gemma":[0.9981349,0.0002373052,0.000513386,0.00001391509,0.000002154269,0.00002071358,0.0005800279,0.000003067141,0.0004946099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.147854,"threshold_uncertainty_score":0.2939869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008271586323243114,"score_gpt":0.188563482159221,"score_spread":0.1802918958359779,"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."}}