{"id":"W1567790691","doi":"","title":"GMACE Reliability Approximation","year":2013,"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":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Dairy Commission","funders":"","keywords":"Sire; Reliability (semiconductor); Statistics; Estimation; Mathematics; Variance (accounting); Econometrics; Animal science; Economics; Physics; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001213923,0.0004560618,0.0002841039,0.0001221063,0.0001795077,0.0001941896,0.0009578262,0.0003359299,0.0419204],"category_scores_gemma":[0.0006860745,0.0004613681,0.000204076,0.0001428336,0.0001185166,0.00001162795,0.0003970516,0.0002808538,0.009474196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296534,"about_ca_system_score_gemma":0.0001278801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003698303,"about_ca_topic_score_gemma":0.00002270815,"domain_scores_codex":[0.9961785,0.0003824186,0.0008524038,0.001041779,0.001071711,0.0004731669],"domain_scores_gemma":[0.9963951,0.00009155329,0.000384907,0.0008513028,0.002062344,0.00021484],"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":[0.0005254576,0.0009148787,0.002044137,0.0001336427,0.0003934179,0.000001173838,0.0005087171,0.019889,0.02285067,0.004564396,0.9297637,0.01841085],"study_design_scores_gemma":[0.002130191,0.0003378208,0.02452868,0.00007719987,0.00008443525,0.00004448758,0.0004851055,0.003805558,0.005623415,0.003154784,0.9590231,0.000705253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6823538,0.000773566,0.04453013,0.1277027,0.002901514,0.004352403,0.0001273931,0.000267063,0.1369914],"genre_scores_gemma":[0.9281764,0.00004309158,0.04771033,0.009254505,0.001151376,0.001041363,0.001338423,0.00009510408,0.01118941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2458226,"threshold_uncertainty_score":0.9997838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016034598399257,"score_gpt":0.2655651822625305,"score_spread":0.2495305838632735,"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."}}