{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006807431,0.00007623898,0.0001356672,0.00002112697,0.00003540315,9.946407e-7,0.0000447278,0.0000771916,0.00000621232],"category_scores_gemma":[0.000007122735,0.00007568056,0.00001347659,0.00002707854,0.0003423886,0.000001240189,0.0001905862,0.0000431304,4.602722e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009577171,"about_ca_system_score_gemma":0.000008311653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002820113,"about_ca_topic_score_gemma":0.00003066212,"domain_scores_codex":[0.9995396,0.00003847465,0.000111693,0.0001726571,0.00002186397,0.000115685],"domain_scores_gemma":[0.9998394,0.00001402014,0.00004606766,0.00007454687,0.000003027694,0.00002296015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002490463,0.00005160896,0.1504792,0.00001620505,0.0000186889,3.613725e-7,0.00007980427,0.00000338767,0.8490171,0.00008552091,0.00001657317,0.0002066927],"study_design_scores_gemma":[0.001004441,0.0002181591,0.4294412,0.000003651254,0.00001229063,0.00000711117,0.0003795365,0.000001969243,0.566019,0.00005523947,0.002747109,0.0001102443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984021,0.0009747687,0.00003782209,0.000008683406,0.00001207996,0.0001373172,0.00002730843,8.93014e-7,0.0003990412],"genre_scores_gemma":[0.9983154,0.001171843,0.0003845797,0.0000385821,0.000004393053,0.000007701057,0.00003096374,0.000004559891,0.00004200387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2829981,"threshold_uncertainty_score":0.3086164,"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."}}