{"id":"W2904490999","doi":"10.1093/jas/sky404.259","title":"310 What’s Next for Genomic Selection in Dairy Cattle?.","year":2018,"lang":"en","type":"article","venue":"Journal of Animal Science","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":"Heritability; Genomic selection; Inbreeding; Biology; Selection (genetic algorithm); Genetic gain; Genotyping; Biotechnology; Dairy cattle; Genetics; Computational biology; Population; Genetic variation; Gene; Computer science; Genotype; Medicine; Single-nucleotide polymorphism","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":[0.009009736,0.0005755907,0.0008326854,0.0006230702,0.0009790699,0.003071865,0.001570049,0.003172276,0.008710955],"category_scores_gemma":[0.007184245,0.0002890371,0.000990757,0.0009322535,0.003951509,0.004981667,0.001120147,0.003696009,0.002491604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003144514,"about_ca_system_score_gemma":0.002735239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029431,"about_ca_topic_score_gemma":0.01432971,"domain_scores_codex":[0.9980052,0.001124328,0.00007385192,0.00024859,0.0004086805,0.0001393309],"domain_scores_gemma":[0.9974301,0.00101706,0.0002315342,0.0002048085,0.0006561048,0.0004603988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003496836,0.0001765723,0.009359416,0.001382332,0.0001718343,0.000363448,0.0006207758,0.003481106,0.001981607,0.1872271,0.1834088,0.6114773],"study_design_scores_gemma":[0.0001047261,0.0004078074,0.008195692,0.002481388,0.0001481246,0.000502553,0.001193348,0.005169392,0.0007394889,0.4111311,0.5697799,0.0001465157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009643873,0.1647523,0.05270525,0.7243388,0.01567737,0.00007164435,0.0006583568,0.0005720708,0.03158041],"genre_scores_gemma":[0.2225793,0.221533,0.1512482,0.3215731,0.0201954,0.0004205216,0.001254967,0.0005667005,0.06062883],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01029431,"threshold_uncertainty_score":0.04764861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044608136410808,"score_gpt":0.284018116755151,"score_spread":0.263572035391043,"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."}}