{"id":"W7064522621","doi":"","title":"Antimicrobial Use, Resistance, and Farm Management Practices in Calves on Canadian Dairy Farms","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colostrum; Antimicrobial; Bovine respiratory disease; Odds; Odds ratio; Diarrhea; Dairy cattle; Antibiotic resistance","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":[0.0002155449,0.0001411989,0.0001858954,0.0002872215,0.0001749493,0.00001919523,0.0002960976,0.00007754807,0.0001005658],"category_scores_gemma":[0.00001499689,0.000165406,0.00004832353,0.0002496117,0.00003184539,0.00008282348,0.00003020159,0.0003341403,0.000003211737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300224,"about_ca_system_score_gemma":0.00006616497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05554901,"about_ca_topic_score_gemma":0.7727902,"domain_scores_codex":[0.9992305,0.00006195741,0.0001077501,0.0002037142,0.0001900155,0.0002060518],"domain_scores_gemma":[0.9994854,0.00005507483,0.0001162795,0.0002608175,0.000027328,0.00005511117],"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":[0.01361573,0.002121471,0.02304834,0.02952778,0.007221994,0.003184901,0.1830337,0.02973728,0.3837003,0.02457136,0.1688595,0.1313777],"study_design_scores_gemma":[0.001194352,0.0001311448,0.8945368,0.0002882245,0.0003424159,0.000002624102,0.01514344,0.000314083,0.0002006883,0.0001830479,0.08713755,0.000525622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974491,0.0004478184,0.000002232902,0.0001727562,0.0002400814,0.0003531743,0.00004597822,0.00002923555,0.02421772],"genre_scores_gemma":[0.9913334,0.0007497544,0.000110837,0.00002187555,0.00001098815,7.202959e-7,0.00016228,0.00001531828,0.007594828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8714885,"threshold_uncertainty_score":0.9507402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805829256151299,"score_gpt":0.214616636088256,"score_spread":0.196558343526743,"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."}}