{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004584704,0.0001680249,0.0002750508,0.00002310268,0.00005609488,0.00002692713,0.0002573034,0.0001398412,0.0001945688],"category_scores_gemma":[0.00001814402,0.0001483954,0.000130052,0.00003011065,0.000297864,0.00001376497,0.0001029484,0.0001645321,0.00002644629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002047578,"about_ca_system_score_gemma":0.00007479715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002538998,"about_ca_topic_score_gemma":0.006451281,"domain_scores_codex":[0.9985013,0.0001575647,0.0006562208,0.0002482161,0.0002068641,0.0002298589],"domain_scores_gemma":[0.9991938,0.00001697549,0.0003939496,0.000285815,0.00001519956,0.00009427517],"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":[0.0005592305,0.000147579,0.3263351,0.000003689921,0.00003577268,0.00001342866,0.0002663129,0.00001067845,0.6722534,0.000001338333,0.0003333338,0.00004015442],"study_design_scores_gemma":[0.0008398364,0.0002086608,0.7698498,0.00003432905,0.00001582367,0.00001027345,0.0003344052,2.514693e-7,0.2205615,0.00003141728,0.00794516,0.0001685178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989591,0.00009027964,0.0001565426,0.00008756774,0.000345128,0.00008403402,0.0001237717,0.000001916285,0.0001516827],"genre_scores_gemma":[0.9974294,0.00008620722,0.001583091,0.0002959144,0.0002211931,1.987852e-7,0.00005092908,0.00001769115,0.0003153218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4516919,"threshold_uncertainty_score":0.605139,"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."}}