{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003884442,0.0007330009,0.0009734515,0.000996414,0.0002704982,0.001078042,0.001905295,0.0007737601,0.002248621],"category_scores_gemma":[0.01026991,0.000512808,0.001021706,0.001586572,0.0006905,0.000983365,0.0007404199,0.001358899,0.0009550105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009964592,"about_ca_system_score_gemma":0.0006989521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143944,"about_ca_topic_score_gemma":0.008784327,"domain_scores_codex":[0.9983352,0.001062987,0.00006069847,0.00024065,0.0001436561,0.0001568269],"domain_scores_gemma":[0.9945398,0.004448612,0.0004424026,0.0002230202,0.0002994218,0.00004661038],"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":[0.0004088818,0.0001129416,0.02348475,0.00020559,0.0004791616,0.0001864455,0.0003202628,0.8394954,0.001454626,0.03787563,0.002099377,0.09387697],"study_design_scores_gemma":[0.00001263806,0.00007641406,0.004742054,0.00002584875,0.00007322574,0.0000489503,0.0000309971,0.9738805,0.0002916773,0.01955531,0.001237747,0.00002464982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1017513,0.001671473,0.892803,0.0003949349,0.00004464889,0.00006712207,0.001075739,0.0005578634,0.001634044],"genre_scores_gemma":[0.9033061,0.002046042,0.08153418,0.0001219044,0.0001220894,0.0003135882,0.002914285,0.0001646286,0.00947712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01143944,"threshold_uncertainty_score":0.02274573,"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."}}