{"id":"W2990817439","doi":"10.1071/rd19275","title":"Genetic and genomic analyses of embryo production in dairy cattle","year":2019,"lang":"en","type":"review","venue":"Reproduction Fertility and Development","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Hyacinthe; Ontario Genomics; Université de Montréal; University of Guelph","funders":"","keywords":"Biology; Embryo; Heritability; Population; Reproductive technology; Biotechnology; Selection (genetic algorithm); Genetics; Dairy cattle; Andrology; Cryopreservation; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003043548,0.0002412031,0.0005884378,0.0001104218,0.000046164,0.00001162748,0.00008629051,0.0002079774,0.000007161357],"category_scores_gemma":[0.00008266122,0.0002155241,0.00005824453,0.0001081903,0.000107752,0.000003485482,0.0001292501,0.0001172922,0.000004923305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002915098,"about_ca_system_score_gemma":0.0003247386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002123335,"about_ca_topic_score_gemma":0.000014784,"domain_scores_codex":[0.9981474,0.0001108866,0.000575446,0.00091406,0.00009897596,0.0001531946],"domain_scores_gemma":[0.9991807,0.000008711106,0.0001979058,0.000513904,0.0000521437,0.0000466116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005191064,0.00009118176,0.000949097,0.006895402,0.0001306982,1.233436e-7,0.0001699743,0.00009399634,0.0005783322,0.000004751796,0.00005551769,0.990979],"study_design_scores_gemma":[0.0002417109,0.0001332295,0.50858,0.0008467846,0.0002144578,0.00005043959,0.00006899549,6.634995e-7,0.002635816,0.00007437678,0.4866815,0.0004720004],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2137092,0.7854159,0.00008616783,0.000007684808,0.0002587438,0.0004729807,0.000004321804,0.000004541698,0.00004049713],"genre_scores_gemma":[0.01751592,0.9732406,0.00826255,0.00000559034,0.0001286118,0.00005714333,0.0000968254,0.0000246503,0.0006681147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.990507,"threshold_uncertainty_score":0.8788816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.071425774762773,"score_gpt":0.324127007561165,"score_spread":0.252701232798392,"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."}}