{"id":"W1968447597","doi":"10.1111/j.1744-7976.2002.tb00335.x","title":"The Economics of Controlling Infectious Diseases on Dairy Farms","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; University of Guelph","funders":"","keywords":"Agricultural science; Limiting; Disease control; Herd; Disease prevention; Profitability index; Livestock; Vaccination; Biology; Business; Biotechnology; Medicine; Veterinary medicine; Geography; Environmental health; Forestry; Engineering; Virology; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003041062,0.0003046681,0.0008216627,0.0003422644,0.0003299176,0.0001662829,0.0004187835,0.0001327177,0.0004490661],"category_scores_gemma":[0.0004562608,0.000208983,0.00051276,0.0001135214,0.0002333273,0.0003197233,0.00001901644,0.0004108623,0.00006223546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001817704,"about_ca_system_score_gemma":0.0006629364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00870729,"about_ca_topic_score_gemma":0.3738279,"domain_scores_codex":[0.9977114,0.00005130385,0.001055814,0.000287372,0.00002175847,0.0008723924],"domain_scores_gemma":[0.9955283,0.0005339195,0.0007469149,0.0003553308,0.0003020376,0.002533498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00259226,0.000778203,0.5965293,0.0007686337,0.007644953,0.001288852,0.005318798,0.03780715,0.0007575405,0.1122355,0.1181023,0.1161765],"study_design_scores_gemma":[0.01239758,0.008436842,0.7857401,0.0007271204,0.0008950655,0.004021324,0.003968646,0.001954759,0.0008736403,0.004037819,0.1753027,0.001644349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862094,0.001288347,8.12052e-7,0.007405451,0.001131047,0.0003601029,0.0002661959,0.000007792127,0.003330865],"genre_scores_gemma":[0.9956914,0.001929762,0.000017871,0.0006131603,0.001042534,0.00001630017,0.00002447393,0.0000277571,0.000636699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3651206,"threshold_uncertainty_score":0.9978938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173280681296508,"score_gpt":0.1831733986779798,"score_spread":0.1614405918650147,"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."}}