{"id":"W2034402889","doi":"10.3168/jds.2006-487","title":"Genetic Analysis of Milk Urea Nitrogen and Lactose and Their Relationships with Other Production Traits in Canadian Holstein Cattle","year":2007,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Valacta (Canada); Agriculture and Agri-Food Canada","funders":"","keywords":"Lactose; Animal science; Somatic cell count; Herd; Genetic correlation; Biology; Holstein Cattle; Urea nitrogen; Dairy cattle; Food science; Lactation; Genetic variation; Biochemistry; Ice calving; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008350469,0.0004184914,0.0003538408,0.002013115,0.00098181,0.0005028608,0.0005785173,0.0002532503,0.0007002238],"category_scores_gemma":[0.001576987,0.0001826685,0.0004676027,0.002048936,0.0005269108,0.0001456812,0.0003212561,0.0002651663,0.00006406819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004894715,"about_ca_system_score_gemma":0.00319664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8689517,"about_ca_topic_score_gemma":0.9312081,"domain_scores_codex":[0.9993337,0.00008169338,0.00002460109,0.0001770122,0.0002505271,0.0001323412],"domain_scores_gemma":[0.9992123,0.0001973249,0.0001980751,0.00004879375,0.0002291772,0.0001142968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001808953,0.00002791135,0.9755222,0.00002564623,0.0004153739,0.0001924776,0.0005328027,0.001239227,0.008073676,0.0001149789,0.0001330493,0.01354165],"study_design_scores_gemma":[0.000001447168,0.000009278378,0.999271,0.000001609357,0.00001734943,0.0000273547,0.0000494358,0.0004240409,0.00009139877,0.00001050867,0.00009313109,0.000003449679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992834,0.0001238575,0.00017866,0.00001082194,9.030724e-7,0.000003745616,0.0002165195,0.000005806029,0.0001763015],"genre_scores_gemma":[0.9985877,0.00009175561,0.000483391,0.00001114319,0.000001954206,0.000004626056,0.0004785036,0.000005670617,0.0003353761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1310483,"threshold_uncertainty_score":0.26364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306249910010196,"score_gpt":0.2322283624797005,"score_spread":0.2191658633795985,"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."}}