{"id":"W4399174926","doi":"10.33943/mms.2024.53.93.002","title":"ASSESSMENT OF THE PREVALENCE OF CALVING COMPLICATIONS IN COWS AND HEIFERS DEPENDING ON THE PREDICTIVE ABILITY OF BREEDING BULL LINES (ORIGIN CANADA)","year":2024,"lang":"ru","type":"article","venue":"Molochnoe i miasnoe skotovodstvo","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ice calving; Animal science; Biology; Pregnancy; Estrous cycle; Pregnancy rate; Veterinary medicine; Medicine; Lactation; Genetics","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":[0.0009164021,0.0002584704,0.0003772585,0.00002925507,0.0002634957,0.00003897728,0.0005754067,0.0001242625,0.00006342085],"category_scores_gemma":[0.0002801184,0.00009205135,0.0001333481,0.0007566339,0.0006144902,0.0001233412,0.0003246323,0.000471947,2.702936e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002451703,"about_ca_system_score_gemma":0.0001867787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08090515,"about_ca_topic_score_gemma":0.04410562,"domain_scores_codex":[0.9975891,0.0002461447,0.000676012,0.0005669125,0.0006082592,0.0003136129],"domain_scores_gemma":[0.9981172,0.001069098,0.0003488419,0.0002441975,0.0001592634,0.00006141616],"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":[0.0000494229,0.0004579151,0.2327228,0.002412316,0.0001541423,0.000003447059,0.001055441,0.001183997,0.7416138,0.01113203,0.000575914,0.008638819],"study_design_scores_gemma":[0.00009710361,0.0004009057,0.9558418,0.001188701,0.00008137217,0.000005101957,0.002376838,0.004042597,0.03501279,0.0004811065,0.0002970795,0.00017455],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872371,0.001077857,0.00001567191,0.009260402,0.0003207217,0.001183109,0.0004604131,0.0000151969,0.0004295461],"genre_scores_gemma":[0.9993461,0.0002139521,0.00003492309,0.00007012334,0.00008535802,0.00005355333,0.000004756596,0.000002702255,0.0001885029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7231191,"threshold_uncertainty_score":0.9733369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507753836149008,"score_gpt":0.2565657087537272,"score_spread":0.2314881703922371,"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."}}