{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001146423,0.0002675961,0.0002935925,0.0004933247,0.00113931,0.000822167,0.0003599512,0.0009215306,0.0005179859],"category_scores_gemma":[0.002730692,0.0002567982,0.0003083545,0.0004014732,0.0004510375,0.0004339537,0.0003804604,0.0005179686,0.0001393852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112195,"about_ca_system_score_gemma":0.0008772405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06485862,"about_ca_topic_score_gemma":0.09291606,"domain_scores_codex":[0.9993581,0.0002133578,0.00004486628,0.00008367979,0.00006816056,0.0002318426],"domain_scores_gemma":[0.9983571,0.0004275007,0.0005167589,0.00005382671,0.0002471461,0.0003976387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008480761,0.000697215,0.9927818,0.00000556837,0.00002411436,0.000521253,0.002504334,0.0001078032,0.0007610817,0.00001280013,0.0001211687,0.001614769],"study_design_scores_gemma":[0.00001375535,0.000516763,0.99417,0.000004107861,0.00001448634,0.00009875005,0.004672661,0.0002322277,0.0001235511,0.00001020644,0.0001364742,0.000007050993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998901,0.00001170504,0.000004595762,0.00001421963,0.000001006916,0.000003291577,0.00001414708,2.380339e-7,0.00006073436],"genre_scores_gemma":[0.9997466,0.00001769879,0.00001626849,0.00001968217,0.000001228488,0.000004444501,0.00003853516,2.739446e-7,0.0001552926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06485862,"threshold_uncertainty_score":0.1289622,"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."}}