{"id":"W2470229616","doi":"10.1111/zph.12281","title":"Distribution of <i>Salmonella</i> in Humans, Production Animal Operations and a Watershed in a FoodNet Canada Sentinel Site","year":2016,"lang":"en","type":"article","venue":"Zoonoses and Public Health","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"Public Health Agency of Canada","keywords":"Salmonella; Biology; Veterinary medicine; Broiler; Manure; Agriculture; Livestock; Pig farming; Biosecurity; Biotechnology; Animal production; Animal science; Bacteria; Agronomy; Ecology; Medicine","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":[0.0004563457,0.00007476316,0.00018458,0.00001326556,0.00006203543,0.00001442269,0.00004002612,0.00004599282,0.00001560182],"category_scores_gemma":[0.00008702691,0.00002814065,0.00001128415,0.0001617667,0.00004506136,0.0001064053,0.00002849572,0.00005051738,3.822371e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004452765,"about_ca_system_score_gemma":0.00007113416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4646113,"about_ca_topic_score_gemma":0.8158459,"domain_scores_codex":[0.9989951,0.0001667871,0.0002821917,0.0002302286,0.00005908997,0.0002666301],"domain_scores_gemma":[0.9997085,0.0000746981,0.00005364812,0.00003349475,0.00002783631,0.0001017667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002123524,0.00005049555,0.9728714,0.00001588442,0.000002232152,8.955413e-7,0.0001105414,7.22718e-7,0.01181658,0.0003260359,0.0006609162,0.01412308],"study_design_scores_gemma":[0.0001592279,0.0001252914,0.9916565,0.00001963221,6.709683e-7,0.000004420991,0.0001917349,0.00002110904,0.0000723575,0.00005184923,0.007633129,0.00006408494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580758,0.000269486,0.000002297376,0.04138546,0.00003486018,0.0001396476,0.00006747797,0.000006911862,0.0000180456],"genre_scores_gemma":[0.9988368,0.0005214049,0.000005330003,0.000417566,0.00005837826,0.000007530416,0.0001271789,5.195672e-7,0.00002527492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3512346,"threshold_uncertainty_score":0.5389539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128540461522657,"score_gpt":0.2401321841853338,"score_spread":0.2088467795701072,"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."}}