{"id":"W2102213370","doi":"10.1017/s1751731114003103","title":"Genetic relationship among reproductive traits in Nellore cattle","year":2014,"lang":"en","type":"article","venue":"animal","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Biology; Longevity; Heritability; Herd; Selection (genetic algorithm); Trait; Best linear unbiased prediction; Genetic correlation; Reproduction; Animal science; Dairy cattle; Fertility; Genetic variation; Demography; Genetics; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001293658,0.0001071867,0.00009167729,0.00003100224,0.00004654211,0.000009756595,0.0001310002,0.0001167077,0.00002072855],"category_scores_gemma":[0.0001600797,0.000109622,0.0000390683,0.00008171823,0.00009729592,0.00000272712,0.00004197398,0.00008659862,0.00002021308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000630971,"about_ca_system_score_gemma":0.00002784373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003020922,"about_ca_topic_score_gemma":0.0001097244,"domain_scores_codex":[0.9991297,0.00007321217,0.0001577844,0.0003765812,0.00007216545,0.0001906184],"domain_scores_gemma":[0.9996144,0.00001817776,0.00004200282,0.0002425979,0.00002998456,0.00005289977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001232458,0.0001119666,0.9369488,0.00001685089,0.00002140012,8.081305e-7,0.0005727825,0.002050674,0.04462044,0.009208083,0.002411073,0.003913843],"study_design_scores_gemma":[0.0002674562,0.0003343225,0.990964,0.000005586804,0.000007566691,0.000005861897,0.0000554044,0.00002111683,0.003856722,0.002514425,0.001830099,0.0001374151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915684,0.0002017928,0.001987178,0.00008796189,0.00007724173,0.0001254585,0.00000315052,0.000009951824,0.005938848],"genre_scores_gemma":[0.9904332,0.000003103949,0.00823424,0.00007683501,0.0004141995,0.00001749219,0.00001530371,0.00001723057,0.0007883723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05401519,"threshold_uncertainty_score":0.4470257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270100660092467,"score_gpt":0.2318546221119408,"score_spread":0.2191536155110161,"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."}}