{"id":"W4229032345","doi":"10.32417/1997-4868-2022-219-04-60-72","title":"Comparative evaluation of Holstein bulls-producers of different breeding on the productive qualities of daughters","year":2022,"lang":"en","type":"article","venue":"Agrarian Bulletin of the","topic":"Animal Nutrition and Health","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lactation; Animal science; Ice calving; Milking; Insemination; Biology; Artificial insemination; Productivity; Reproduction; Progeny testing; Selection (genetic algorithm); Pregnancy; Ecology","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":[0.0006462365,0.0002308234,0.000203096,0.0009194117,0.0003174101,0.0003968893,0.0001440645,0.0001308871,0.001606786],"category_scores_gemma":[0.00070735,0.0001062618,0.0001691527,0.0002908743,0.0002321565,0.0002397326,0.0002890302,0.0001093948,0.0001949031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260967,"about_ca_system_score_gemma":0.000108526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002300118,"about_ca_topic_score_gemma":0.004719442,"domain_scores_codex":[0.9997163,0.00005857087,0.00002124211,0.00007098141,0.00007929605,0.00005365045],"domain_scores_gemma":[0.9992126,0.0001495502,0.0002249242,0.0000407412,0.0001436295,0.0002285724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006920113,0.00008608348,0.9500826,0.00005668409,0.000151097,0.0003793185,0.0008740479,0.00008191339,0.03676982,0.0000786388,0.00008939603,0.01065836],"study_design_scores_gemma":[0.000002210784,0.0002083467,0.9980516,0.000003537512,0.00002840735,0.0001630912,0.0002303719,0.00002650885,0.001039131,0.000006549636,0.0002386901,0.0000015967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993004,0.0001674094,0.00005646229,0.000003288359,0.000001130356,0.000002603351,0.00009940998,0.000001563047,0.0003678789],"genre_scores_gemma":[0.9989269,0.00009825295,0.0001053649,0.000007857451,0.000003133892,0.000003203746,0.0003400302,0.000002438937,0.0005128983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002300118,"threshold_uncertainty_score":0.005375266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244048055632302,"score_gpt":0.2857548803477149,"score_spread":0.1613500747844847,"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."}}