{"id":"W2550840722","doi":"","title":"Genetic Evaluation for Resistance to Metabolic Diseases in Canadian Dairy Breeds","year":2016,"lang":"en","type":"article","venue":"Bulletin - International Bull Evaluation Service/Interbull bulletin","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Dairy Commission; University of Guelph","funders":"","keywords":"Ketosis; Animal science; Biology; Lactation; Genetic correlation; Brown Swiss; Dairy cattle; Genetics; Genetic variation; Endocrinology; Gene; Pregnancy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001625061,0.0004277756,0.0003218297,0.0003817345,0.0001450765,0.00009063635,0.0009191862,0.0002486239,0.007336135],"category_scores_gemma":[0.001460063,0.0003932771,0.0001779216,0.0002100502,0.00006861099,0.000007782736,0.0001808069,0.0001055889,0.001047793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003750802,"about_ca_system_score_gemma":0.0007370349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004641077,"about_ca_topic_score_gemma":0.04766238,"domain_scores_codex":[0.9959846,0.000369137,0.0008108979,0.001093519,0.001025733,0.0007161169],"domain_scores_gemma":[0.9966291,0.0001469086,0.0002406147,0.0006921389,0.001815655,0.0004755538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00416639,0.0009235432,0.02635439,0.0001828971,0.0008730768,0.000007303934,0.0008149494,0.02456033,0.02315287,0.01261031,0.8265293,0.07982467],"study_design_scores_gemma":[0.003044413,0.0001903838,0.113647,0.0001614408,0.0001307368,0.000009180007,0.0000928648,0.0003753979,0.001221356,0.001428272,0.8791926,0.0005063631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6889609,0.006575126,0.03916998,0.2181863,0.004254784,0.0104295,0.002231702,0.0001370286,0.03005479],"genre_scores_gemma":[0.9622813,0.00006741341,0.01893751,0.008080494,0.001050306,0.002191758,0.0005959797,0.00009435876,0.006700823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2733205,"threshold_uncertainty_score":0.9998519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900897064773723,"score_gpt":0.2867035465171694,"score_spread":0.2676945758694322,"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."}}