{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001309191,0.00007477942,0.0001808046,0.000007419937,0.00008701639,0.000002915423,0.0001195927,0.0000252946,0.00001987157],"category_scores_gemma":[0.0000305251,0.00003436723,0.00002296855,0.0001329673,0.0001913109,0.00002784338,0.00007191661,0.00003311785,6.823732e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007885586,"about_ca_system_score_gemma":0.00002742168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4117872,"about_ca_topic_score_gemma":0.7767918,"domain_scores_codex":[0.9991282,0.00009349495,0.0003169282,0.0001646773,0.0001773841,0.0001193178],"domain_scores_gemma":[0.9995034,0.0001379205,0.0001274858,0.00006582147,0.0001360734,0.00002934865],"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":[0.001137023,0.001080118,0.06146393,0.0008793101,0.001030688,0.0007176733,0.02306291,0.00008501661,0.487493,0.006073947,0.03895804,0.3780184],"study_design_scores_gemma":[0.001088558,0.001088235,0.6947047,0.0005772634,0.00005385165,0.00002562687,0.1426845,0.0001508663,0.1271935,0.0005166081,0.03137882,0.0005375771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926953,0.0009441287,4.132118e-7,0.0001301572,0.0003898416,0.0001251574,0.00001397117,0.000008276131,0.00569274],"genre_scores_gemma":[0.9991737,0.0001760105,0.0002050645,0.00006357874,0.00008747567,0.00001121364,0.000005559541,4.468257e-7,0.0002769379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6332407,"threshold_uncertainty_score":0.5921298,"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."}}