{"id":"W4397009481","doi":"10.3168/jds.2024-24667","title":"Redefining on-farm practices: The perceived effect of a responsible antimicrobial use regulation on dairy farmers","year":2024,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Hyacinthe; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Fonds de Recherche du Québec – Nature et Technologies","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Antimicrobial; Business; Agricultural science; Dairy industry; Biotechnology; Marketing; Food science; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003542172,0.0001760493,0.0002058246,0.0004102353,0.00130952,0.001571397,0.0006133193,0.0006440081,0.001486141],"category_scores_gemma":[0.006886383,0.000196648,0.0003204482,0.0004234563,0.001250242,0.0005204387,0.0008162109,0.0007276817,0.0001416166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004620599,"about_ca_system_score_gemma":0.004583546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3128953,"about_ca_topic_score_gemma":0.3965836,"domain_scores_codex":[0.9981024,0.000612971,0.00009114626,0.0001824067,0.0006235944,0.000387572],"domain_scores_gemma":[0.9910837,0.002363215,0.003620495,0.0003729902,0.001391978,0.001167643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001220343,0.0003467332,0.9687877,0.00005056016,0.00002944149,0.0002367919,0.01984345,0.00006750308,0.0009131088,0.00003842641,0.0002288212,0.009335425],"study_design_scores_gemma":[0.000002909701,0.0002216343,0.9828203,0.00002732633,0.000007393242,0.0000348496,0.01628192,0.00007707022,0.00011016,0.00001618488,0.0003908486,0.000009502241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994165,0.00004176172,0.00002972543,0.0001092837,0.0000025138,0.00001218325,0.00002640405,8.770907e-7,0.0003608624],"genre_scores_gemma":[0.9993647,0.00006607633,0.00009091354,0.00007622889,0.000002606688,0.00001154736,0.00003270862,5.886737e-7,0.0003546401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3128953,"threshold_uncertainty_score":0.622148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05264967572055858,"score_gpt":0.3079335185251569,"score_spread":0.2552838428045984,"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."}}