{"id":"W4224303901","doi":"10.3390/antibiotics11050550","title":"Values and Risk Perception Shape Canadian Dairy Farmers’ Attitudes toward Prudent Use of Antimicrobials","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Logistic regression; Promotion (chess); Antimicrobial stewardship; Barn; Risk perception; Business; Perception; Environmental health; Marketing; Psychology; Medicine; Antibiotic resistance; Geography; Political science; Biology; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002496756,0.0001557966,0.0001831693,0.00005362199,0.0003263918,0.00003959062,0.0001770018,0.00004725427,0.003182045],"category_scores_gemma":[0.00003368347,0.0001507155,0.00005918181,0.0001484791,0.0003982924,0.0002198217,0.0004318219,0.0002016205,0.00008967797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094284,"about_ca_system_score_gemma":0.00001693143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02701522,"about_ca_topic_score_gemma":0.00137036,"domain_scores_codex":[0.9986967,0.0001167292,0.0002276667,0.0003061228,0.0002921029,0.0003607059],"domain_scores_gemma":[0.9994075,0.00004488967,0.0000976487,0.0001729292,0.000003211902,0.0002738658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000110105,0.0001645077,0.8758039,0.0000186021,0.00002740144,0.00001528697,0.0005487173,0.0009144305,0.1157147,0.00001004653,0.00164527,0.005126091],"study_design_scores_gemma":[0.0002321322,0.0001407141,0.9825239,0.0000146873,0.00007401609,0.00002904105,0.0003901747,0.00183396,0.01097144,0.00003617623,0.003527835,0.0002258974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986776,0.00003933612,0.00002651693,0.0002768096,0.0001284686,0.0001958601,0.0001951206,0.00001764759,0.0004426128],"genre_scores_gemma":[0.9966801,0.001032186,0.001235654,0.0006990983,0.0000170043,1.383405e-7,0.00002444155,0.00001762582,0.000293787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.10672,"threshold_uncertainty_score":0.9977292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03976513822295047,"score_gpt":0.2782058871033551,"score_spread":0.2384407488804047,"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."}}