{"id":"W2903384198","doi":"10.31073/abg.52.03","title":"ASSESSMENT OF BULLS ON THEIR OWN PERFORMANCE AS A PART OF IMPROVING DOMESTIC POPULATION ABERDEEN-ANGUS BREED OF CATTLE","year":2016,"lang":"en","type":"article","venue":"Animal Breeding and Genetics","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breed; Animal science; Population; Biology; Geography; Demography; Sociology","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":[0.0001238169,0.0001026333,0.0002139654,0.00000768327,0.0000690338,0.000005093948,0.00008753744,0.00006979075,0.00002338105],"category_scores_gemma":[0.00003648148,0.00002774436,0.0000510004,0.0001019142,0.00008965621,0.00002316193,0.00006648314,0.00003757494,8.24542e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007896708,"about_ca_system_score_gemma":0.000003102909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001476746,"about_ca_topic_score_gemma":0.00004174951,"domain_scores_codex":[0.9993356,0.00001897342,0.0002360397,0.0001584946,0.0001149974,0.0001358839],"domain_scores_gemma":[0.9994772,0.0001857151,0.0001871473,0.00003083652,0.00008405658,0.00003501769],"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":[0.00002718633,0.00004705714,0.2281494,0.00001719878,0.00001441267,1.196158e-7,0.00002633731,0.000001753193,0.681007,0.0001632234,0.00002503541,0.09052135],"study_design_scores_gemma":[0.0001094223,0.003239355,0.9618058,0.00007837608,0.00001718719,0.000002462464,0.0001124489,0.00001960031,0.0342218,0.00009868307,0.0002134489,0.00008137829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989668,0.0002562625,0.000001873659,0.0002375363,0.00003408613,0.00008846244,0.00003050974,0.000008783227,0.0003756984],"genre_scores_gemma":[0.9992652,0.000469353,0.00006154153,0.00002784357,0.00009956881,0.000002937714,0.00000552184,5.709608e-7,0.00006745478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7336565,"threshold_uncertainty_score":0.1131382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335563098994538,"score_gpt":0.2382109910845205,"score_spread":0.2148553600945751,"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."}}