{"id":"W2026707063","doi":"10.1016/j.prevetmed.2005.09.002","title":"A heterogeneous population model for contagious bovine pleuropneumonia transmission and control in pastoral communities of East Africa","year":2005,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Contagious bovine pleuropneumonia; Vaccination; Livestock; Transmission (telecommunications); Pleuropneumonia; Herd; Pastoralism; Mass vaccination; Herd immunity; Population; Geography; Socioeconomics; Medicine; Environmental health; Veterinary medicine; Immunology; Virology","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":[0.004984204,0.001667791,0.003876735,0.002209299,0.002245433,0.004466972,0.006212112,0.00604625,0.01294268],"category_scores_gemma":[0.01213907,0.001626389,0.001877833,0.002297623,0.00348,0.004189184,0.003195484,0.003238864,0.00161357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003138274,"about_ca_system_score_gemma":0.00196193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08798489,"about_ca_topic_score_gemma":0.04197973,"domain_scores_codex":[0.9980431,0.000967968,0.00005966626,0.0003420986,0.0000838415,0.0005033124],"domain_scores_gemma":[0.9935389,0.004235878,0.0008504479,0.000199333,0.0004644171,0.0007111225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004397612,0.0003581449,0.01785035,0.0002097282,0.0005054693,0.00269149,0.001715903,0.8344419,0.00127128,0.129538,0.003630422,0.007347528],"study_design_scores_gemma":[0.0002242889,0.0001265106,0.002286253,0.00003308498,0.0001264828,0.0002962638,0.000723167,0.9789519,0.00004760276,0.01651875,0.0006171024,0.00004876799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.831117,0.002048283,0.1417184,0.007760074,0.0002844069,0.0004177498,0.002306447,0.0002660162,0.01408163],"genre_scores_gemma":[0.9629831,0.001541844,0.00768156,0.000478027,0.0001782414,0.0002903027,0.0005185145,0.00006898253,0.02625943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08798489,"threshold_uncertainty_score":0.1749455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04732937572928742,"score_gpt":0.3092735594774509,"score_spread":0.2619441837481635,"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."}}