{"id":"W1606437101","doi":"10.1007/978-1-4419-0851-3_338","title":"Dairy Cattle Breeding","year":2012,"lang":"en","type":"article","venue":"","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"","keywords":"Trait; Biology; Genetics; Heritability; Allele; Selection (genetic algorithm); Genome; Population; Quantitative trait locus; Gene; Evolutionary biology; Computer science; Demography","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":[0.001631924,0.0003496029,0.0004131987,0.001043262,0.001504858,0.00109551,0.0007769505,0.0005205158,0.04475432],"category_scores_gemma":[0.0005734991,0.0002197919,0.0002279079,0.001000832,0.0003311672,0.0003986054,0.0006884722,0.0007844686,0.009612951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216659,"about_ca_system_score_gemma":0.00129386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007517323,"about_ca_topic_score_gemma":0.01795851,"domain_scores_codex":[0.9994444,0.0001268719,0.00002147634,0.0001354709,0.0001712147,0.0001006167],"domain_scores_gemma":[0.9994792,0.00006676736,0.00003131905,0.00008524313,0.0001580576,0.0001793295],"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":[0.001193462,0.001102112,0.05333664,0.0002898708,0.0001144728,0.0009718207,0.0008479799,0.0006954668,0.1270284,0.01323349,0.05780615,0.7433802],"study_design_scores_gemma":[0.0001932125,0.0009686819,0.1668278,0.0001468521,0.0001036858,0.00179336,0.001039973,0.002152472,0.02893073,0.003519134,0.7942746,0.00004944972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4559948,0.005709334,0.03518764,0.003577952,0.001058742,0.000659654,0.008619424,0.00148899,0.4877035],"genre_scores_gemma":[0.4189135,0.002254685,0.02441203,0.001399354,0.0002854565,0.0002149812,0.01071108,0.0002318579,0.541577],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04475432,"threshold_uncertainty_score":0.1497182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626466943974168,"score_gpt":0.2516021207380225,"score_spread":0.2353374512982808,"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."}}