{"id":"W2899994340","doi":"10.1111/tbed.13066","title":"The spread of bovine tuberculosis in Canadian shared pastures: Data, model, and simulations","year":2018,"lang":"en","type":"article","venue":"Transboundary and Emerging Diseases","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"Canadian Food Inspection Agency","keywords":"Herd; Bovine tuberculosis; Outbreak; Wildlife; Mycobacterium bovis; Transmission (telecommunications); Pasture; Geography; Livestock; Disease control; Veterinary medicine; Environmental health; Tuberculosis; Biology; Ecology; Medicine; Virology; Mycobacterium tuberculosis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001240287,0.0000849077,0.0001142902,0.00001721173,0.0004704345,0.00004249508,0.0001681244,0.00002803908,0.0001050855],"category_scores_gemma":[0.00005305415,0.00003403212,0.00002224313,0.0001276991,0.0002867931,0.0001649565,0.00004848822,0.00003700488,0.00000114896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006019073,"about_ca_system_score_gemma":0.00001977292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04749562,"about_ca_topic_score_gemma":0.5572661,"domain_scores_codex":[0.9992878,0.00004796883,0.0001533558,0.0002141064,0.00005964927,0.000237049],"domain_scores_gemma":[0.9995701,0.0001568363,0.00002344011,0.00007369492,0.00001919167,0.0001566916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003664745,0.00009046631,0.9353253,0.00005997274,0.00007516965,0.000004613311,0.000407464,0.0002546395,0.0009380058,0.003547756,0.003905891,0.05502431],"study_design_scores_gemma":[0.0001108122,0.00009163578,0.9318783,0.00002155862,0.00005591121,2.600637e-7,0.0001758145,0.04842095,0.000001442676,0.002394242,0.0167453,0.0001038082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926618,0.002193938,0.000004693775,0.003838679,0.00002383577,0.0001117719,0.0008836883,0.00001333064,0.0002682767],"genre_scores_gemma":[0.9988681,0.0004770745,0.00001450294,0.0002678517,0.00006821946,0.000003798288,0.0002662411,7.947147e-7,0.00003338399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5097705,"threshold_uncertainty_score":0.9588472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03206462916716389,"score_gpt":0.2716410070091386,"score_spread":0.2395763778419747,"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."}}