{"id":"W1737138984","doi":"","title":"GMACE Weighting Factors","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Dairy Commission","funders":"","keywords":"Weighting; Statistics; Reliability (semiconductor); Variance (accounting); Econometrics; A-weighting; Variance components; Mathematics; Computer science; Economics; Accounting","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":[0.0007493414,0.0005226723,0.0003053582,0.0001462732,0.0002198126,0.0002206946,0.00106835,0.0003287291,0.05734151],"category_scores_gemma":[0.0004832638,0.0005070437,0.0002305938,0.0001363296,0.0001008329,0.000009491243,0.0004542494,0.0003018749,0.007845841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001040821,"about_ca_system_score_gemma":0.0001183416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004752807,"about_ca_topic_score_gemma":0.00003482059,"domain_scores_codex":[0.9963,0.0002957792,0.0008044919,0.000988383,0.00105338,0.0005579617],"domain_scores_gemma":[0.9970207,0.0001124722,0.0003917484,0.0006829118,0.001540556,0.0002516441],"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":[0.0003220998,0.0006808431,0.007099869,0.00009074941,0.0007547137,0.000002377828,0.0008567969,0.007802095,0.03920377,0.004392991,0.9284179,0.01037579],"study_design_scores_gemma":[0.00170718,0.0002900167,0.03107093,0.00008557972,0.00008556446,0.00003687936,0.000955798,0.001010634,0.008898422,0.001041679,0.9540824,0.0007349294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8576369,0.0006833375,0.008285224,0.04302651,0.002174201,0.001799523,0.00008266895,0.0001584901,0.08615319],"genre_scores_gemma":[0.9590428,0.00003844863,0.01827264,0.007070736,0.001163773,0.0004203992,0.001083193,0.00010581,0.01280223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014059,"threshold_uncertainty_score":0.9997381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204751582555278,"score_gpt":0.2665565444872942,"score_spread":0.2460813862317663,"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."}}