{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003098833,0.0002102059,0.0002482706,0.0006491393,0.00279337,0.0032566,0.0006153065,0.001126283,0.005837484],"category_scores_gemma":[0.006019637,0.0001368387,0.0001776591,0.0006637394,0.001472949,0.001154659,0.001740582,0.0008677511,0.0003601292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0046159,"about_ca_system_score_gemma":0.01254993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06713191,"about_ca_topic_score_gemma":0.1505763,"domain_scores_codex":[0.9969705,0.00127052,0.00008661101,0.0001400706,0.0008751462,0.0006569539],"domain_scores_gemma":[0.9943921,0.002788667,0.001110241,0.00009109636,0.0006981501,0.0009197055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002179016,0.0008082526,0.1493483,0.004473565,0.0001157397,0.00304634,0.1280074,0.0005704745,0.01046003,0.008475794,0.03753963,0.6569366],"study_design_scores_gemma":[0.00006140691,0.0008535443,0.4670951,0.00588977,0.0001491665,0.001471559,0.2243967,0.0006083768,0.002004542,0.005311387,0.2920394,0.0001189761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7921205,0.02769085,0.001868696,0.06824309,0.0008082397,0.0002120618,0.0001359669,0.00007562315,0.1088449],"genre_scores_gemma":[0.9672794,0.01647413,0.002427305,0.004803872,0.0002840566,0.00009047214,0.00007216108,0.000009055392,0.008559634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06713191,"threshold_uncertainty_score":0.1334823,"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."}}