{"id":"W2033723899","doi":"10.1016/j.prevetmed.2011.03.001","title":"Culling decisions of dairy farmers during a 3-year Salmonella control study","year":2011,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Culling; Herd; Salmonella enterica; Livestock; Salmonella; Ice calving; Dairy cattle; Veterinary medicine; Population; Biology; Serotype; Animal science; Medicine; Demography; Environmental health; Immunology; Lactation; Pregnancy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005267998,0.0001382131,0.0003362347,0.0000303421,0.0001072067,0.000002095897,0.0002301796,0.00003690496,0.001629747],"category_scores_gemma":[0.0002060815,0.00005336299,0.00009279935,0.0001943925,0.0001281248,0.00006334067,0.0001314411,0.00007744082,0.00002231355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000010108,"about_ca_system_score_gemma":0.000002038994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002049942,"about_ca_topic_score_gemma":0.00001342013,"domain_scores_codex":[0.9986838,0.0003073381,0.0003547185,0.0002840016,0.0001417736,0.0002283588],"domain_scores_gemma":[0.9993537,0.0002797612,0.0001479558,0.00007166291,0.00004796291,0.00009896506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002806172,0.001189882,0.7631411,0.00004007334,0.0003485892,0.0002216973,0.002081685,0.000003118388,0.214927,0.0002597469,0.0003394348,0.01464149],"study_design_scores_gemma":[0.0008122965,0.00396309,0.9885347,0.00008141038,0.00009748587,0.000004458847,0.005769857,0.00002282397,0.00004317508,0.000370785,0.0001939188,0.0001059714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967348,0.0002099247,0.00006862336,0.0001196389,0.0001063996,0.000447832,0.00001265699,0.00003490894,0.002265197],"genre_scores_gemma":[0.9994528,0.00008671365,0.00006507493,0.00005662326,0.0001208741,0.00002630837,0.000008226409,0.000001359877,0.000182041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2253937,"threshold_uncertainty_score":0.9992829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123055194138969,"score_gpt":0.29893899422801,"score_spread":0.1866334748141131,"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."}}