{"id":"W2065635166","doi":"10.3168/jds.s0022-0302(05)73131-3","title":"Ecology of Escherichia coli O157:H7 in Commercial Dairies in Southern Alberta","year":2005,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Agriculture Food and Rural Development","funders":"Agriculture and Agri-Food Canada","keywords":"Feces; Biology; Escherichia coli; Herd; Veterinary medicine; Restriction enzyme; Animal science; Immunomagnetic separation; Microbiology; DNA; 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":[0.001241618,0.00009855375,0.0002452878,0.0001973156,0.00005966138,0.00001586744,0.0005862584,0.00007316946,0.00001538114],"category_scores_gemma":[0.001021585,0.00008334413,0.00005925662,0.0005017526,0.0007843099,0.00002506569,0.0002507881,0.0002296695,0.000003429011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005687216,"about_ca_system_score_gemma":0.0006037696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000206059,"about_ca_topic_score_gemma":0.009799444,"domain_scores_codex":[0.9986422,0.0001001796,0.0004451639,0.0001721202,0.000316596,0.00032376],"domain_scores_gemma":[0.9992352,0.00006760465,0.0002382307,0.0001734897,0.0002006587,0.00008486254],"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":[0.0003142293,0.0002833838,0.3217374,0.00001539641,0.00001923102,0.00001109173,0.002009609,0.0005983434,0.672062,0.00006921063,0.000608035,0.002272078],"study_design_scores_gemma":[0.002676106,0.001505296,0.8980212,0.00008954605,0.00001218286,0.00003938375,0.003365929,0.000558002,0.08103992,0.0001392972,0.01224243,0.0003107786],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969285,0.0003842307,0.00002302983,0.00119229,0.0001044318,0.00007939226,0.000003064118,7.882266e-7,0.001284293],"genre_scores_gemma":[0.997837,0.0001016373,0.00142236,0.0002056369,0.0001279947,0.000002758175,4.994536e-7,0.000005974317,0.0002961025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.591022,"threshold_uncertainty_score":0.546832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412923305891823,"score_gpt":0.2942756259931373,"score_spread":0.2801463929342191,"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."}}