{"id":"W4295122575","doi":"10.3390/bioengineering9090448","title":"Polymorphisms of the IL-17A Gene Influence Milk Production Traits and Somatic Cell Score in Chinese Holstein Cows","year":2022,"lang":"en","type":"article","venue":"Bioengineering","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Government of Jiangsu Province; National Natural Science Foundation of China","keywords":"Single-nucleotide polymorphism; Somatic cell count; Biology; Mastitis; Genotyping; Linkage disequilibrium; SNP; Somatic cell; Holstein Cattle; Dairy cattle; Gene; SNP genotyping; Genetics; Animal science; Genotype; Lactation; Ice calving; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001852172,0.00008550463,0.0001055487,0.0000153556,0.0001043876,0.000009808414,0.0001825789,0.00002449749,0.00003844829],"category_scores_gemma":[0.00005280379,0.00003516571,0.00003206895,0.0003624788,0.00003374297,0.00006680515,0.0001371483,0.0001080101,5.968803e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001811847,"about_ca_system_score_gemma":0.000005230335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001398834,"about_ca_topic_score_gemma":0.0001252799,"domain_scores_codex":[0.9993432,0.00004595211,0.000172945,0.0001583624,0.0001483062,0.0001311969],"domain_scores_gemma":[0.9998303,0.00003391579,0.00005289582,0.00004541418,0.00001046407,0.00002703179],"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":[0.000005388666,0.0000311911,0.01088166,0.00003135597,0.000001451452,0.000001285987,0.0002755119,0.003676757,0.9827363,0.00004474611,0.00001450087,0.002299882],"study_design_scores_gemma":[0.0001295455,0.00008338899,0.9544816,0.00003757429,0.000004230058,0.00002015703,0.0001867607,0.0006556503,0.04351253,0.000135538,0.0006126356,0.0001403816],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987489,0.0004290155,0.000003447173,0.0003877479,0.0001407693,0.0001954591,0.00004395329,0.00002286006,0.00002786089],"genre_scores_gemma":[0.9996828,0.00002346446,0.00007649394,0.00003781585,0.00005327495,0.00002671626,0.000004681792,9.555673e-7,0.00009377945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9435999,"threshold_uncertainty_score":0.1434016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259457209532669,"score_gpt":0.1888868485512094,"score_spread":0.1762922764558827,"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."}}