{"id":"W3105880525","doi":"10.1002/vms3.390","title":"Antibiotic use in pig farming and its associated factors in L County in Yunnan, China","year":2020,"lang":"en","type":"article","venue":"Veterinary Medicine and Science","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kunming Medical University; International Development Research Centre","keywords":"Antibiotics; Agriculture; Purchasing; Livestock; Pig farming; China; Environmental health; Agricultural science; Medicine; Geography; Veterinary medicine; Biotechnology; Business; Animal production; Biology; Animal science; Marketing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004920888,0.0001382036,0.0002083281,0.00008756837,0.00006724539,0.00002225914,0.0001540261,0.00003949996,0.00007486796],"category_scores_gemma":[0.0003859223,0.0001050725,0.000008341846,0.0007768724,0.0007180435,0.0006492127,0.0002821301,0.0001975263,0.000005931229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081586,"about_ca_system_score_gemma":0.000008619805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007125921,"about_ca_topic_score_gemma":0.00008406468,"domain_scores_codex":[0.9986421,0.0000543096,0.000219674,0.0004082047,0.0002971216,0.0003785911],"domain_scores_gemma":[0.9995553,0.00007341069,0.00003986996,0.00006296764,0.000001275393,0.0002671827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001444795,0.00005373797,0.7104633,0.00001275797,4.908172e-7,0.0001635296,0.001519149,0.00003635721,0.2870958,0.000006280054,0.000007434801,0.0006266952],"study_design_scores_gemma":[0.0006315819,0.0003936633,0.9860595,0.0001395189,0.000002336963,0.00001585763,0.0003051311,0.01058436,0.00162419,0.00001730634,0.00009647581,0.0001300782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980698,0.000114967,0.0000017906,0.001121634,0.00004252345,0.0001386979,0.000003706288,0.000009352046,0.0004974959],"genre_scores_gemma":[0.998798,0.0003054521,0.00002130404,0.0008429854,0.000007297119,3.601419e-7,0.000001262739,0.000004932475,0.00001836723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2854717,"threshold_uncertainty_score":0.4284731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082529302653475,"score_gpt":0.3217166004293474,"score_spread":0.2134636701639999,"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."}}