{"id":"W1725080074","doi":"","title":"International dairy sire evaluation based on multiple-trait BLUP analysis of daughter performance records","year":2001,"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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sire; Ice calving; Breed; Daughter; Herd; Biology; Trait; Animal science; Heritability; Lactation; Geography; Demography; Pregnancy; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002207553,0.0005401681,0.0004808529,0.0006608281,0.0001526269,0.00009477876,0.00124734,0.0003624731,0.03563493],"category_scores_gemma":[0.0009272073,0.0005593142,0.0004479517,0.0005025726,0.0001252976,0.00001344257,0.0002475424,0.0002981719,0.0004566238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002206724,"about_ca_system_score_gemma":0.0002179502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001922818,"about_ca_topic_score_gemma":0.0001362093,"domain_scores_codex":[0.9944723,0.0004785452,0.001190069,0.00115439,0.002265945,0.0004387292],"domain_scores_gemma":[0.9951578,0.0002536185,0.0007387599,0.0009230416,0.002756343,0.0001704681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005539202,0.002017184,0.04303147,0.00009473741,0.004442428,0.000005701164,0.0005709166,0.8080499,0.008140268,0.0004898522,0.07599194,0.05162637],"study_design_scores_gemma":[0.00420781,0.0006337516,0.117576,0.0001564806,0.001112403,0.00001998762,0.0002558258,0.2747136,0.002340559,0.00006567052,0.5982552,0.0006626805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8734313,0.0001705726,0.01185591,0.01811994,0.002384894,0.001486946,0.000411819,0.00007621251,0.09206246],"genre_scores_gemma":[0.9793038,0.00007508987,0.006784854,0.004387741,0.0007458842,0.0003565865,0.004934456,0.00007094871,0.003340657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5333363,"threshold_uncertainty_score":0.9996858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595234862726928,"score_gpt":0.2904425144882893,"score_spread":0.26449016586102,"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."}}