{"id":"W3196620993","doi":"10.33943/mms.2021.68.69.007","title":"COMPARATIVE FEATURES OF DAIRY EFFICIENCY OF COWS OF THE GOLSHTEIN AND HOLSHTINIZED BLACK AND WHITE BREEDS OF THE REPUBLIC OF KAZAKHSTAN","year":2021,"lang":"ru","type":"article","venue":"Molochnoe i miasnoe skotovodstvo","topic":"Animal Nutrition and Health","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breed; Biology; Animal science; Lactation; Population; Herd; White (mutation); Dairy cattle; Livestock; Veterinary medicine; Pregnancy; Genetics; Demography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006262683,0.0002818833,0.001089744,0.00004908463,0.0001776352,0.00001835839,0.0005568523,0.0002910719,0.0001747597],"category_scores_gemma":[0.0002902911,0.0001149697,0.00031582,0.001371224,0.002850863,0.00007912984,0.0005090935,0.0003492026,4.352467e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001976758,"about_ca_system_score_gemma":0.0001395277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005547407,"about_ca_topic_score_gemma":0.0005743665,"domain_scores_codex":[0.9970105,0.0005420798,0.001115709,0.0004431792,0.0005663276,0.0003221772],"domain_scores_gemma":[0.9970624,0.0004228943,0.001350741,0.0003421557,0.0007101839,0.0001115714],"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":[0.0007705452,0.001609906,0.11304,0.001860053,0.0001879961,0.000003339772,0.008616106,0.00001388242,0.8587791,0.009462561,0.003352947,0.002303601],"study_design_scores_gemma":[0.001089363,0.0009673011,0.7628789,0.0006932312,0.00009573728,0.00001865151,0.009290567,0.00008383731,0.2235119,0.0006929667,0.0005038599,0.000173642],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891399,0.003555721,0.000002301362,0.004317748,0.00009919693,0.0007057195,0.0004993853,0.000008710446,0.001671385],"genre_scores_gemma":[0.9980949,0.0006977041,0.0001365249,0.0001653594,0.00003684859,0.000005067056,0.00001059304,0.000003549055,0.0008494254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6498389,"threshold_uncertainty_score":0.9998628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0302441190704217,"score_gpt":0.2668681891939486,"score_spread":0.2366240701235268,"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."}}