{"id":"W171884183","doi":"10.1016/b978-0-12-384731-7.00077-5","title":"SPECIES OF MEAT ANIMALS | Cattle","year":2014,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Purebred; Crossbreed; Breed; Biology; Beef cattle; Animal science; Biotechnology; Veterinary medicine; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002129671,0.0008439003,0.000446014,0.0009112157,0.0004257161,0.001917202,0.000599439,0.0007232343,0.06899286],"category_scores_gemma":[0.0002512196,0.0001825094,0.0001249449,0.001467681,0.0008302277,0.001777007,0.0008507234,0.000819656,0.02517788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004376038,"about_ca_system_score_gemma":0.0004138416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002266726,"about_ca_topic_score_gemma":0.00377902,"domain_scores_codex":[0.9998484,0.00002340907,0.00001316947,0.00005476825,0.0000429553,0.00001736273],"domain_scores_gemma":[0.9999402,0.00001833038,0.0000100912,0.000004839072,0.00001385301,0.00001269766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007515994,0.00004745656,0.000554371,0.0005393386,0.000006909048,0.0001605524,0.0003520684,0.0001715678,0.004145625,0.06149937,0.07841572,0.8540318],"study_design_scores_gemma":[0.0000041164,0.00003226201,0.001418824,0.0001695811,0.000005528599,0.0004833705,0.000181653,0.00006658675,0.0002484787,0.008834053,0.9885508,0.000004743124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007964575,0.1033007,0.005480397,0.001760958,0.003935738,0.00006315039,0.0008462804,0.0002076277,0.8764406],"genre_scores_gemma":[0.03594442,0.06452814,0.007476213,0.001027828,0.001925041,0.00008027257,0.0009756462,0.0001623142,0.88788],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06899286,"threshold_uncertainty_score":0.2308041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411459593135391,"score_gpt":0.2241009748221249,"score_spread":0.209986378890771,"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."}}