{"id":"W2410351184","doi":"10.4315/0362-028x.jfp-15-014","title":"Determination of Sources of Escherichia coli on Beef by Multiple-Locus Variable-Number Tandem Repeat Analysis","year":2015,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"U.S. Department of Agriculture","keywords":"Escherichia coli; Biology; Locus (genetics); Genetics; Gene","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":[0.0006031609,0.000618408,0.0003664231,0.001748467,0.0004662328,0.0005974039,0.0004373309,0.0004490041,0.0008428977],"category_scores_gemma":[0.001205825,0.0003111731,0.0003177874,0.0009972379,0.0002742389,0.0002821094,0.0003123212,0.0004672305,0.0003345687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003571089,"about_ca_system_score_gemma":0.0002984136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008667132,"about_ca_topic_score_gemma":0.009642965,"domain_scores_codex":[0.9991518,0.0001412843,0.00005076761,0.0001846473,0.000325708,0.0001457602],"domain_scores_gemma":[0.9986784,0.0004034136,0.0002825916,0.0000416203,0.0004598346,0.00013412],"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":[0.001752555,0.0002481841,0.2578382,0.0001274949,0.00009174671,0.00023628,0.0003836481,0.0002196322,0.7277032,0.00008257083,0.0001201628,0.01119638],"study_design_scores_gemma":[0.00001520384,0.001512251,0.8172398,0.00005089914,0.0001990465,0.0005959189,0.0008692078,0.001122534,0.1774144,0.00006165167,0.0009022352,0.0000168084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997701,0.0001445978,0.001111746,0.00002301469,0.000007835641,0.00001659278,0.0005311813,0.000009389059,0.0004545365],"genre_scores_gemma":[0.9946001,0.0002300043,0.003113379,0.00003084049,0.000009952721,0.00001281697,0.001207065,0.00001141186,0.000784584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008667132,"threshold_uncertainty_score":0.01723337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785436212297171,"score_gpt":0.2485419042243915,"score_spread":0.2106875421014197,"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."}}