{"id":"W3047590773","doi":"10.1111/asj.13437","title":"Genetic evaluation of heat tolerance in Holstein cows in Japan","year":2020,"lang":"en","type":"article","venue":"Animal Science Journal","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Heritability; Heat stress; Animal science; Heat index; Herd; Genetic correlation; Lactation; Biology; Genetic variation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005247,0.00007320585,0.0001238307,0.00002093973,0.00008474079,0.00004386043,0.0003701379,0.00003026706,0.0002238574],"category_scores_gemma":[0.0001406539,0.00003231638,0.00003250012,0.000691234,0.000187257,0.0003375558,0.00006335658,0.0001580679,0.00001064319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009286865,"about_ca_system_score_gemma":0.00002491523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000183339,"about_ca_topic_score_gemma":0.0003158235,"domain_scores_codex":[0.9984649,0.0000920445,0.0002538338,0.0002063924,0.0007403688,0.0002424407],"domain_scores_gemma":[0.9996863,0.00004010246,0.0000772255,0.00002404184,0.00003595522,0.0001363978],"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":[0.0000215735,0.00003814016,0.2642927,0.000001038698,3.297839e-7,0.000002586041,0.0001039132,0.001757206,0.7197744,0.000005589994,0.000008061917,0.01399443],"study_design_scores_gemma":[0.0002317807,0.0006964412,0.9780709,0.00003160639,0.000002454755,0.00001034018,0.000235238,0.008969106,0.01157751,0.00007816484,0.00002556364,0.00007093518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980418,0.0002089285,3.839199e-7,0.001188093,0.0000289839,0.0001673697,0.000001756063,0.000003240174,0.0003594496],"genre_scores_gemma":[0.9995824,0.00002434219,0.0001482854,0.0001575778,0.00008168292,0.000003653434,3.041786e-7,4.095826e-7,0.00000130928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7137782,"threshold_uncertainty_score":0.2451081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295111313973486,"score_gpt":0.2610554694878017,"score_spread":0.2281043563480668,"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."}}