{"id":"W4388475173","doi":"10.3920/9789086867424_033","title":"A coordinated udder health training strategy in Quebec, Canada","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Udder; Medicine; Business; Trainer; Animal health; Medical education; Veterinary medicine; Mastitis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002698217,0.0008043522,0.000266109,0.001603784,0.005297134,0.002626772,0.002337949,0.001316465,0.01789647],"category_scores_gemma":[0.00210978,0.0003719279,0.000480662,0.002260369,0.0008622273,0.000706679,0.002398393,0.001032504,0.001178393],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1010569,"about_ca_system_score_gemma":0.3145409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934371,"about_ca_topic_score_gemma":0.9952891,"domain_scores_codex":[0.9974223,0.0003591903,0.00008947821,0.0003181679,0.0008014302,0.001009406],"domain_scores_gemma":[0.9941384,0.0001125011,0.0001724659,0.00008994661,0.00280305,0.00268371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005277873,0.0006728474,0.1029352,0.001282481,0.0001568147,0.002040012,0.004017158,0.005710932,0.007708344,0.0235239,0.4830213,0.3684032],"study_design_scores_gemma":[0.000170753,0.0003167499,0.2049569,0.0008643436,0.00005755459,0.0003321043,0.0057453,0.004606979,0.0008310659,0.0006669961,0.781368,0.0000833372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3107809,0.03372178,0.02482416,0.1607794,0.002676208,0.01154416,0.03956027,0.003004157,0.4131089],"genre_scores_gemma":[0.60335,0.009001494,0.02668246,0.02479208,0.0002278094,0.002335312,0.01322709,0.0002277545,0.3201561],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8989431,"threshold_uncertainty_score":0.7332226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08561510593344913,"score_gpt":0.237498735031902,"score_spread":0.1518836290984528,"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."}}