{"id":"W3136070881","doi":"10.21423/bovine-vol50no1p58-63","title":"Survey to describe beef producer opinions on antibiotic use and consumer perceptions of antibiotics in the beef industry","year":2016,"lang":"en","type":"article","venue":"The Bovine Practitioner","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beef cattle; Beef industry; Business; Agricultural science; Marketing; Medicine; Biotechnology; Animal science; Biology","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":[0.0008876392,0.0001153901,0.0001457353,0.0001482471,0.0002593588,0.00003701791,0.0001471957,0.0001654498,0.0005503012],"category_scores_gemma":[0.001087962,0.00005699292,0.00003897573,0.0002976511,0.0003800547,0.0001760113,0.00008907118,0.0004003712,0.0003411117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002796689,"about_ca_system_score_gemma":0.0000885581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061681,"about_ca_topic_score_gemma":0.0005424694,"domain_scores_codex":[0.9985366,0.0007391262,0.0002138297,0.0002229646,0.00005203561,0.0002354593],"domain_scores_gemma":[0.9982998,0.001024514,0.00006797982,0.0004274163,0.0001502612,0.00003003581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004755664,0.001405573,0.230558,0.00002530591,0.0001660928,0.000004003241,0.0005919796,0.00001160044,0.694324,0.004353279,0.06559426,0.002490361],"study_design_scores_gemma":[0.0006662635,0.0002524097,0.9744723,0.000109983,0.00003834107,0.00005828345,0.0003278197,7.82268e-7,0.01338582,0.00004004382,0.01051254,0.0001353704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906496,0.0001049519,0.00008095656,0.007727108,0.000139139,0.0004722885,0.0005435479,0.00001500477,0.0002674173],"genre_scores_gemma":[0.9981454,0.0001729302,0.00002302222,0.0004231602,0.00002871822,0.000003062748,0.0000872297,0.00001113401,0.001105369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7439143,"threshold_uncertainty_score":0.6025411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05859025167636887,"score_gpt":0.3233588191286918,"score_spread":0.2647685674523229,"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."}}