{"id":"W2888213194","doi":"10.2134/jeq2018.04.0139","title":"Antimicrobial‐Resistant <i>E. coli</i> from Surface Waters in Southwest Ontario Dairy Farms","year":2018,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Guelph; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Escherichia coli; Antimicrobial; Biology; Antibiotic resistance; Cephalosporin; Microbiology; Plasmid; Multiple drug resistance; Serotype; Bacteria; Biotechnology; Veterinary medicine; Antibiotics; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001711059,0.0002580915,0.0003287867,0.0007626931,0.001734665,0.001173653,0.0003690881,0.0003354152,0.000937095],"category_scores_gemma":[0.0005194425,0.0003003442,0.0002135464,0.001752695,0.0006183555,0.0002565452,0.0004603566,0.0002442775,0.0001839495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004965137,"about_ca_system_score_gemma":0.005647479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8041939,"about_ca_topic_score_gemma":0.9202549,"domain_scores_codex":[0.9995012,0.00001921058,0.00004240492,0.0001105735,0.0002129418,0.0001136164],"domain_scores_gemma":[0.9995599,0.00003071258,0.0001442352,0.00001631673,0.0001818285,0.00006701082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000149816,0.0000577542,0.942032,0.0001426355,0.00003690225,0.001390497,0.004537302,0.0001689299,0.04229888,0.00005491365,0.000475881,0.008654444],"study_design_scores_gemma":[0.000004209635,0.00003830788,0.9926867,0.00001844918,0.00001295378,0.0001843892,0.00397571,0.00009470899,0.00163253,0.00001299841,0.001331255,0.000007703829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984215,0.0001050983,0.00006710509,0.00004933672,0.000002133157,0.00002072639,0.0004750998,0.000003519346,0.0008553554],"genre_scores_gemma":[0.9963608,0.000413619,0.0004107094,0.0001222827,0.000003547045,0.00001889818,0.000919194,0.000004690726,0.001746261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1958061,"threshold_uncertainty_score":0.3939184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188771103891404,"score_gpt":0.2436311270659309,"score_spread":0.2317434160270169,"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."}}