{"id":"W3201086905","doi":"","title":"Genomic evaluation for feed efficiency in Canadian Holsteins","year":2021,"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":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Heritability; Residual feed intake; Animal science; Lactation; Dry matter; Biology; Feed conversion ratio; Body weight; Statistics; Mathematics; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002381446,0.001132092,0.0005890101,0.002417368,0.001027819,0.0009685414,0.001148833,0.0003928639,0.003348935],"category_scores_gemma":[0.00333718,0.0002155917,0.0009734228,0.003145236,0.0004886411,0.0001921766,0.0005924338,0.0003958751,0.0003861267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01287464,"about_ca_system_score_gemma":0.008207244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.856389,"about_ca_topic_score_gemma":0.8730974,"domain_scores_codex":[0.9985411,0.0001890749,0.00005321302,0.0003268512,0.0006413267,0.0002483491],"domain_scores_gemma":[0.9986938,0.0002201972,0.0001967425,0.0001103904,0.0006358409,0.0001429894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001548572,0.0002060513,0.7710363,0.0002325166,0.0009047869,0.0007026905,0.0007108448,0.04345471,0.01682547,0.00402798,0.009175363,0.1511746],"study_design_scores_gemma":[0.00006247024,0.0002032359,0.9467351,0.00006673657,0.0003080813,0.0001896579,0.0002312557,0.03242332,0.003880996,0.0006589365,0.0151711,0.00006901747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.917363,0.0008594665,0.03059854,0.0002579663,0.0000373739,0.0002786664,0.03953006,0.0008254873,0.01024936],"genre_scores_gemma":[0.9233041,0.0005256562,0.03431313,0.0001389402,0.00001126254,0.0001988413,0.03415591,0.0001757954,0.007176425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.143611,"threshold_uncertainty_score":0.2889134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243459337603001,"score_gpt":0.2915802291319916,"score_spread":0.2672342953716915,"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."}}