{"id":"W4313170132","doi":"10.1071/an21420","title":"Evaluation of feed efficiency traits in different Hereford populations and their effect on variance component estimation","year":2022,"lang":"en","type":"article","venue":"Animal Production Science","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heritability; Residual feed intake; Restricted maximum likelihood; Statistics; Multivariate statistics; Context (archaeology); Biology; Beef cattle; Animal science; Univariate; Mathematics; Feed conversion ratio; Biotechnology; Maximum likelihood; Body weight","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":[],"consensus_categories":[],"category_scores_codex":[0.001524569,0.00008239409,0.0000823544,0.0000813823,0.0002126418,0.000009355761,0.0001215351,0.00001780956,0.000009774201],"category_scores_gemma":[0.0002131973,0.00006580232,0.00001759245,0.0002669074,0.0001488543,0.00000817817,0.00006797269,0.00006443603,3.919433e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004504797,"about_ca_system_score_gemma":0.00007331044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001054548,"about_ca_topic_score_gemma":0.000006394884,"domain_scores_codex":[0.9987901,0.0001774127,0.0001531176,0.0003544701,0.0004054635,0.0001193933],"domain_scores_gemma":[0.9996479,0.000009195674,0.00007912588,0.0001451182,0.00009226876,0.00002641696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001091951,0.0001790944,0.001667824,0.000009118182,0.000003730291,1.980495e-8,0.0003430856,0.1006509,0.8636999,0.00176263,0.00001375958,0.03156076],"study_design_scores_gemma":[0.0003548759,0.00172063,0.8734393,0.000008283952,0.00001168504,0.000007963742,0.0001076857,0.01006329,0.1127492,0.00142465,0.0000217255,0.00009067453],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973319,0.0001113761,0.001603076,0.0001578028,0.0002158049,0.0003962695,0.000004925549,0.000004719692,0.000174081],"genre_scores_gemma":[0.9991274,0.000001072717,0.0007361066,0.00001382341,0.00004047797,0.00005057366,0.000009549813,0.000003986693,0.00001696932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8717715,"threshold_uncertainty_score":0.2683341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03524449753501561,"score_gpt":0.2985467189607199,"score_spread":0.2633022214257043,"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."}}