{"id":"W4392862005","doi":"10.3390/ani14060894","title":"Evaluation of Aberdeen Angus Breeding Bulls in the Northern Region of the Republic of Kazakhstan","year":2024,"lang":"en","type":"article","venue":"Animals","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education and Science of the Republic of Kazakhstan","keywords":"Geography; Animal science; Veterinary medicine; Biology; Medicine","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":[0.00086677,0.00005861157,0.00008507154,0.00002510601,0.00001404202,0.000005191106,0.0002124332,0.00006180092,0.00001071899],"category_scores_gemma":[0.0001330712,0.00003595707,0.00006603181,0.0001462753,0.0000783517,0.000001819688,0.00004145083,0.00004762695,4.448495e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000652463,"about_ca_system_score_gemma":0.0001060315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007006851,"about_ca_topic_score_gemma":0.000130005,"domain_scores_codex":[0.9991817,0.00014152,0.0002149785,0.0001291384,0.0002562557,0.00007639892],"domain_scores_gemma":[0.9994529,0.00002857715,0.00009211517,0.0002614692,0.0001563428,0.000008523466],"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":[0.0001025871,0.000185907,0.04574214,0.0002766825,0.0002395533,8.382838e-7,0.005489413,0.001182274,0.8524169,0.02813075,0.00198062,0.06425234],"study_design_scores_gemma":[0.0004969381,0.0008853944,0.8024864,0.000207469,0.0002189835,0.00002435767,0.001253484,0.0001824409,0.1768407,0.01484248,0.002413233,0.0001481063],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931129,0.003376869,0.0001473323,0.0002038392,0.00006999964,0.0002017802,0.000009085546,0.000001771115,0.002876383],"genre_scores_gemma":[0.9996246,0.00002109722,0.0001825584,0.00002241259,0.00006009158,0.000007675191,0.000003464841,0.000006662428,0.00007146505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7567443,"threshold_uncertainty_score":0.1466287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03445380132844552,"score_gpt":0.2846447249638537,"score_spread":0.2501909236354082,"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."}}