{"id":"W3094231201","doi":"10.4236/aim.2020.1010039","title":"<i>Campylobacter, Salmonella</i> and <i>Escherichia coli</i> Food Contamination Risk in Free-Range Poultry Production System","year":2020,"lang":"en","type":"article","venue":"Advances in Microbiology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Campylobacter; Salmonella; Food safety; Escherichia coli; Livestock; Poultry farming; Poultry meat; Biology; Production (economics); Food science; Biotechnology; Bacteria; Ecology; Economics; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003246165,0.00215653,0.003311949,0.0004186281,0.0008987222,0.0002759161,0.002206331,0.002333778,0.0008909838],"category_scores_gemma":[0.003662187,0.001429998,0.0007130534,0.002815448,0.00153146,0.001308471,0.001027263,0.002110678,0.001500744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007660143,"about_ca_system_score_gemma":0.0001357078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006354291,"about_ca_topic_score_gemma":0.05368206,"domain_scores_codex":[0.9844168,0.004054971,0.003472556,0.004282326,0.0006166782,0.003156687],"domain_scores_gemma":[0.9922216,0.002460894,0.002278914,0.001470396,0.0006970158,0.0008711985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001362603,0.0007895302,0.1103343,0.0004767025,0.0003056152,0.00001623101,0.001857975,0.0003146799,0.8521587,0.0005161581,0.01386435,0.01800318],"study_design_scores_gemma":[0.002772094,0.0007299585,0.05836832,0.0005861636,0.0003316974,0.0005508902,0.0004416916,0.00001170255,0.0007753485,0.001120819,0.931778,0.002533279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946758,0.03743634,0.001069494,0.004631816,0.004004357,0.002723173,0.001700926,0.0007039753,0.0009719324],"genre_scores_gemma":[0.9606695,0.01318948,0.01002185,0.002069314,0.003012627,0.0005855645,0.007140665,0.0001026753,0.003208364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9179137,"threshold_uncertainty_score":0.9992767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340004389617201,"score_gpt":0.2407272559373292,"score_spread":0.2173272120411572,"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."}}