{"id":"W2802407044","doi":"10.11575/prism/31813","title":"Disease Control on Dairy Farms with a Focus on Johne's Disease and Veterinary Communication","year":2018,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Veterinary medicine; Paratuberculosis; Disease control; Medicine; Biotechnology; Biology; Environmental health; Pathology; Mycobacterium; Tuberculosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001034887,0.0002288644,0.0003841028,0.0002722329,0.000194447,0.00001678974,0.0002082444,0.0001328756,0.0002281736],"category_scores_gemma":[0.0001009456,0.0002195305,0.0001173849,0.00009536807,0.0002003443,0.0001050135,0.00004992135,0.0003347861,0.00003993667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008104988,"about_ca_system_score_gemma":0.0002703773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004347845,"about_ca_topic_score_gemma":0.00003074404,"domain_scores_codex":[0.9987217,0.0001164697,0.0001123903,0.0003642478,0.0004643972,0.0002207924],"domain_scores_gemma":[0.9981793,0.000154351,0.0001601346,0.0006518802,0.0001599924,0.000694372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.461069,0.005306827,0.06101572,0.006615079,0.002225228,0.005814603,0.005147727,6.326179e-7,0.001429299,0.00230163,0.03472545,0.4143488],"study_design_scores_gemma":[0.006196171,0.004142515,0.9773018,0.002216478,0.001007156,0.000003573004,0.0002155034,0.0009038905,0.00004899545,0.0003297061,0.007276449,0.0003577684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868808,0.0007131413,0.000378299,0.001487981,0.00004411707,0.0009376885,0.00002399828,0.0000500807,0.00948392],"genre_scores_gemma":[0.9922494,0.001546071,0.0009157822,0.0001764256,0.00003250722,0.000008849941,0.001254612,0.00003546568,0.003780918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9162861,"threshold_uncertainty_score":0.8952193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247801275577962,"score_gpt":0.2453045825680938,"score_spread":0.2328265698123142,"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."}}