{"id":"W2971620301","doi":"","title":"Management of cull dairy cows—Consensus of an expert consultation in Canada","year":2018,"lang":"en","type":"article","venue":"WBI Studies Repository","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Loblaw Companies Limited; Dairy Farmers of Canada","keywords":"Medicine; Business","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0160219,0.000445218,0.0006060133,0.00248713,0.01187003,0.003036038,0.002695595,0.001584015,0.002655695],"category_scores_gemma":[0.01704759,0.000437965,0.0005167961,0.002570033,0.002296473,0.0009445669,0.004167101,0.001868233,0.0002590898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06066633,"about_ca_system_score_gemma":0.1585582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9229932,"about_ca_topic_score_gemma":0.9715569,"domain_scores_codex":[0.9837052,0.005274274,0.001600697,0.001068193,0.005029562,0.003322033],"domain_scores_gemma":[0.9720327,0.003638851,0.0008614733,0.000295286,0.01836272,0.004809001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006363956,0.0003504151,0.1147924,0.002755158,0.0001650042,0.01318219,0.4783315,0.00144973,0.01265366,0.004641952,0.1270619,0.2439798],"study_design_scores_gemma":[0.00006131107,0.0001967907,0.1050946,0.002729328,0.00007897161,0.001893506,0.5302673,0.001583982,0.001765735,0.0009229042,0.3551161,0.0002895214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8052188,0.01811896,0.005170027,0.08793659,0.001368742,0.001906707,0.001652522,0.0001342723,0.07849341],"genre_scores_gemma":[0.9521551,0.008654475,0.00906689,0.01027319,0.0001377505,0.0003604192,0.0008096272,0.00007596606,0.01846654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07700682,"threshold_uncertainty_score":0.4401671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337920198158558,"score_gpt":0.2714293637887665,"score_spread":0.2380501618071809,"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."}}