{"id":"W7132338906","doi":"","title":"LINEAR MODELS FOR BREEDING VALUE ESTIMATION OF DAIRY CATTLE BASED ON TEST DAY RECORDS","year":2004,"lang":"","type":"article","venue":"Bulgarian Portal for Open Science","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dairy cattle; Linear model; Estimation; Value (mathematics); Best linear unbiased prediction; Heritability; Log-linear model; General linear model","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"],"consensus_categories":[],"category_scores_codex":[0.001654808,0.0003178377,0.0003483444,0.0001127543,0.0005358571,0.0001581827,0.00186941,0.0002321092,0.00001991231],"category_scores_gemma":[0.001090592,0.0003209296,0.0002116855,0.0003375947,0.000728887,0.00005650226,0.0003217401,0.0001057274,0.000003394042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005542179,"about_ca_system_score_gemma":0.002471422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001213141,"about_ca_topic_score_gemma":0.00002797701,"domain_scores_codex":[0.9972743,0.0000202509,0.0006542676,0.001065401,0.0004020149,0.0005837025],"domain_scores_gemma":[0.9980118,0.0001359565,0.0004216811,0.0007843022,0.0003914373,0.000254775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002992197,0.0005034457,0.00009878103,0.0001220202,0.00002684943,3.453864e-7,0.0002409413,0.9211134,0.01263504,0.05415619,0.0003939203,0.01040983],"study_design_scores_gemma":[0.007822682,0.0146929,0.004692143,0.0006255879,0.000279554,0.00002174811,0.0003409792,0.6576705,0.2412211,0.06903116,0.002218959,0.001382657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04327009,0.0001266529,0.942351,0.0006169108,0.001296131,0.003087007,0.0008092283,0.000009232174,0.008433738],"genre_scores_gemma":[0.7176394,0.000004268819,0.2812232,0.0002141263,0.0001744633,0.0001174658,0.0001420598,0.00002926863,0.0004557387],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6743693,"threshold_uncertainty_score":0.9999243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817733231882273,"score_gpt":0.3019350381000912,"score_spread":0.2737577057812685,"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."}}