{"id":"W2747692697","doi":"10.1016/j.meatsci.2015.08.106","title":"Benchmarking venezuelan grade standards of grass-fed brahman-influenced bulls, heifers and cows in carcass performance and beef palatability","year":2015,"lang":"en","type":"article","venue":"Meat Science","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Brahman; Palatability; Animal science; Beef cattle; Grazing; Benchmarking; Biology; Agronomy; Food science; Business; Breed","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":[],"consensus_categories":[],"category_scores_codex":[0.0008562602,0.0001143683,0.0001463154,0.00005174088,0.00008614552,0.00002319752,0.0002091151,0.00006362791,0.000001961847],"category_scores_gemma":[0.0001617351,0.0001036754,0.00001495097,0.0001877845,0.0008859471,0.00001424244,0.0001633105,0.00007630432,1.71027e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002649543,"about_ca_system_score_gemma":0.0002806461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008901775,"about_ca_topic_score_gemma":0.0001147197,"domain_scores_codex":[0.9987954,0.00004033448,0.0001857337,0.0003933441,0.0003321164,0.0002530781],"domain_scores_gemma":[0.9993946,0.000014075,0.00005721934,0.0002542664,0.0001280361,0.0001518358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009997273,0.00004035951,0.8921571,0.00006128051,0.000005876253,6.106977e-7,0.0008632394,0.000845655,0.1014512,0.0003400829,0.00004083841,0.004093853],"study_design_scores_gemma":[0.0005840551,0.0004764181,0.9530608,0.00003127934,0.000006591671,0.000011816,0.0002363561,0.0003362276,0.04413221,0.0004248341,0.0005446944,0.0001547121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982471,0.0006116323,0.0004044121,0.00003467785,0.0001068934,0.0001462768,0.00002051746,0.000004050493,0.0004244535],"genre_scores_gemma":[0.9964898,0.00006145659,0.003357401,0.0000328584,0.00002793337,0.000005072658,0.000004682991,0.000005051037,0.00001576275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06090374,"threshold_uncertainty_score":0.4227758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591975473877627,"score_gpt":0.2688293907032012,"score_spread":0.252909635964425,"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."}}