{"id":"W2122923807","doi":"10.1128/aem.69.5.2794-2799.2003","title":"Origin of Contamination and Genetic Diversity of <i>Escherichia coli</i> in Beef Cattle","year":2003,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Beef cattle; RAPD; Genetic diversity; Feces; Feedlot; Restriction fragment length polymorphism; Escherichia coli; Population; Veterinary medicine; Pasture; Genetic marker; Genotype; Animal science; Microbiology; Genetics; Gene; Agronomy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005339638,0.0002433697,0.0002963205,0.0009359251,0.0003639511,0.0007174617,0.0002041058,0.0003862596,0.0003003061],"category_scores_gemma":[0.0009273081,0.0002411206,0.0002000755,0.0006472234,0.0004800697,0.0002041432,0.0002206821,0.0002576893,0.0001154192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005856979,"about_ca_system_score_gemma":0.0002038816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007806062,"about_ca_topic_score_gemma":0.007546734,"domain_scores_codex":[0.9992868,0.0001428022,0.0000534328,0.0001893667,0.0001506072,0.0001769951],"domain_scores_gemma":[0.999424,0.0001207189,0.0002073392,0.00002130633,0.0001098456,0.0001169172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005154521,0.00007414886,0.8700836,0.00005667348,0.00007603302,0.0001986384,0.0006921734,0.0001999871,0.1218933,0.00002865025,0.00004082166,0.006140588],"study_design_scores_gemma":[0.00000276789,0.0002008064,0.9968435,0.000007579205,0.00001931197,0.0002499233,0.0002419661,0.0001552754,0.002153832,0.00001038389,0.0001100442,0.000004715916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998052,0.0000434246,0.00006612512,0.000003831551,5.694234e-7,0.000001223468,0.00003471305,9.547605e-7,0.00004396871],"genre_scores_gemma":[0.9993787,0.00006596166,0.0002253851,0.0000122585,0.000002970434,0.000002934069,0.0002284256,0.000001741734,0.00008157964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007806062,"threshold_uncertainty_score":0.01552123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006013450485802784,"score_gpt":0.2001748795617297,"score_spread":0.1941614290759269,"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."}}