{"id":"W2352548510","doi":"","title":"Genomic Selection in Dairy Breeding,A Revolutionary Break Through (a Review)","year":2009,"lang":"en","type":"article","venue":"Shanxi nongye daxue xuebao. Ziran kexue ban","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Genomic selection; Dairy cattle; Progeny testing; Biology; Genetic gain; Biotechnology; Breeding program; Plant breeding; Agricultural science; Animal science; Agronomy; Genetics; Genetic variation; Computer science; Cultivar; Genotype; Gene; Artificial intelligence","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":[0.001590341,0.000840345,0.00143524,0.001444618,0.0003590673,0.001288817,0.0009623638,0.00150243,0.001854149],"category_scores_gemma":[0.001011978,0.0003245416,0.0003837735,0.002578005,0.001339636,0.00187939,0.0005026253,0.001650836,0.00116817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007081402,"about_ca_system_score_gemma":0.0009128194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123714,"about_ca_topic_score_gemma":0.002373987,"domain_scores_codex":[0.9994305,0.0001734446,0.00007236538,0.000115463,0.0001740763,0.00003425488],"domain_scores_gemma":[0.9991761,0.0004563362,0.00009675168,0.00003111836,0.0001826008,0.00005707157],"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":[0.00007054028,0.00006591676,0.0005021414,0.005309496,0.00006185378,0.0003772288,0.0001057355,0.0003632444,0.001771116,0.003449896,0.02076574,0.9671571],"study_design_scores_gemma":[0.00004297097,0.0002817263,0.003090959,0.002388454,0.000150942,0.003257916,0.0001955548,0.0002221847,0.001405307,0.004159705,0.9847512,0.00005315511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002345929,0.9975128,0.0006485194,0.0006552309,0.0003854265,0.000004245912,0.000007110063,0.000007259533,0.0005448364],"genre_scores_gemma":[0.001815387,0.9950731,0.001126934,0.0007490324,0.0006525188,0.000007210057,0.00002045968,0.000003487271,0.000551771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002123714,"threshold_uncertainty_score":0.008410633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146962340304882,"score_gpt":0.2512672014864727,"score_spread":0.2397975780834239,"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."}}