{"id":"W2099293663","doi":"10.3168/jds.2014-8812","title":"Variability in Risk Assessment and Management Plan (RAMP) scores completed as part of the Ontario Johne’s Education and Management Assistance Program(2010–2013)","year":2015,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"","keywords":"Herd; Mycobacterium avium subsp. paratuberculosis; Medicine; Paratuberculosis; Veterinary medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002239564,0.0001698846,0.0001629477,0.0006647346,0.0003602458,0.0004043849,0.0003587229,0.0001373818,0.0009971091],"category_scores_gemma":[0.007051455,0.0001493508,0.0001917636,0.0006485994,0.0002190445,0.0001718615,0.0005089297,0.000291424,0.0001124226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002480231,"about_ca_system_score_gemma":0.002607178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2779457,"about_ca_topic_score_gemma":0.5332953,"domain_scores_codex":[0.9984722,0.0004158908,0.0001333323,0.0001476131,0.0006236339,0.000207475],"domain_scores_gemma":[0.9952584,0.0009075226,0.002232264,0.0002113232,0.0009708267,0.0004196642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001368764,0.0000667503,0.9874195,0.00001327337,0.00003067079,0.00002730644,0.0005335187,0.0002161134,0.0003554845,0.00001947681,0.0006331515,0.01054782],"study_design_scores_gemma":[0.000003152132,0.00005798298,0.9993123,0.000002180915,0.000002809981,0.000008760902,0.000135625,0.0001946296,0.00006533398,0.000004254359,0.0002109884,0.000002130546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971718,0.00003184821,0.0003830693,0.00005510488,0.000003950006,0.0001003956,0.001103334,0.00001408982,0.001136465],"genre_scores_gemma":[0.9966267,0.00003984448,0.0008787636,0.00001367579,0.000004330238,0.00008386836,0.001577987,0.000002666055,0.0007722198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7220544,"threshold_uncertainty_score":0.5526557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04558729041699223,"score_gpt":0.3459645243042286,"score_spread":0.3003772338872364,"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."}}