{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000442605,0.000133474,0.0001787857,0.0007647973,0.000586785,0.0005667688,0.0003190369,0.0002304193,0.001004584],"category_scores_gemma":[0.0009274619,0.0001508519,0.000236455,0.0007533787,0.000263404,0.0001328234,0.0002633962,0.0002907609,0.00009043686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703471,"about_ca_system_score_gemma":0.001351586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5779143,"about_ca_topic_score_gemma":0.7091009,"domain_scores_codex":[0.9997165,0.00004168439,0.00001488317,0.0000721274,0.00008533999,0.00006945495],"domain_scores_gemma":[0.9993154,0.0001313541,0.0001718178,0.00003876745,0.0001822074,0.0001605164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001061718,0.00001245566,0.9971373,0.000004415038,0.00003169386,0.00004112685,0.0001418651,0.0000364823,0.0005820855,0.00002106516,0.0000499554,0.00183548],"study_design_scores_gemma":[7.276665e-7,0.00001887591,0.9995994,0.00000195238,0.00001219851,0.00003839476,0.0001452523,0.00005897731,0.00005403058,0.000004684756,0.0000642903,0.000001166832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992048,0.0001707206,0.00007121984,0.00001175376,0.000001241967,0.000004010285,0.0002316565,0.000002629665,0.0003020008],"genre_scores_gemma":[0.9984963,0.0001434286,0.0001698995,0.000009542369,0.000001075747,0.000003457666,0.0004308134,0.000001994619,0.0007434994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4220857,"threshold_uncertainty_score":0.8491429,"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."}}