{"id":"W1605044531","doi":"","title":"GMACE variance estimation","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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Dairy Commission","funders":"","keywords":"Statistics; Variance (accounting); Estimation; Covariance; Mathematics; Econometrics; Mace; Economics","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":[0.0008311849,0.0004452799,0.0002647081,0.0001246536,0.0001803426,0.000216598,0.0009434657,0.0003010346,0.04585702],"category_scores_gemma":[0.0004980403,0.0004645839,0.0001681409,0.0001413135,0.00009506207,0.0000116227,0.0003414233,0.0002523128,0.01266217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103412,"about_ca_system_score_gemma":0.0001317648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003060366,"about_ca_topic_score_gemma":0.00002420828,"domain_scores_codex":[0.9965937,0.0002836573,0.000753164,0.0009232155,0.0009812923,0.0004649727],"domain_scores_gemma":[0.9970623,0.00008312855,0.0003735814,0.0007040139,0.001571283,0.000205679],"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":[0.0003692294,0.0005739828,0.0007767872,0.00008160514,0.0004562899,0.000001921599,0.0003625486,0.04958537,0.01706386,0.006752248,0.8954065,0.02856963],"study_design_scores_gemma":[0.002317485,0.0003432586,0.02026736,0.0001106225,0.00009735472,0.00007611684,0.0002997498,0.01204159,0.004061727,0.003167287,0.9564563,0.0007611349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3824573,0.001686362,0.2215848,0.1919432,0.005184402,0.005390809,0.0001949969,0.0003958947,0.1911622],"genre_scores_gemma":[0.8839589,0.0000475177,0.08517217,0.01218064,0.001119451,0.0008863131,0.001232245,0.0001026199,0.01530016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5015015,"threshold_uncertainty_score":0.9997806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554748184934687,"score_gpt":0.2719633528796789,"score_spread":0.256415871030332,"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."}}