{"id":"W2901502444","doi":"10.3168/jds.2018-15038","title":"Genetics and genomics of reproductive disorders in Canadian Holstein cattle","year":2018,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Agriculture and Agri-Food Canada; Canadian Dairy Commission; Dairy Farmers of Canada","keywords":"Biology; Heritability; Best linear unbiased prediction; Genetics; Sire; Genetic correlation; Genetic variation; Selection (genetic algorithm); Gene; Animal science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007943828,0.0003483712,0.0003418636,0.002071168,0.001612432,0.0008465806,0.0005524842,0.0003538685,0.001006407],"category_scores_gemma":[0.001196049,0.0001637554,0.0003810952,0.002718379,0.001055489,0.0001398287,0.0003807704,0.0003946858,0.00005616873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01250728,"about_ca_system_score_gemma":0.008700562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9526264,"about_ca_topic_score_gemma":0.9704936,"domain_scores_codex":[0.9991487,0.0001097913,0.00002834313,0.0002522773,0.0002922975,0.0001685902],"domain_scores_gemma":[0.9994486,0.0001336158,0.000125743,0.00002476154,0.0001599098,0.000107417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007592813,0.0001537788,0.8776957,0.0001660805,0.0006478282,0.001687979,0.0036312,0.004196878,0.03786329,0.002461263,0.001333106,0.06940373],"study_design_scores_gemma":[0.000006153048,0.00002294555,0.998282,0.000007262158,0.00003354765,0.0001143347,0.0002264936,0.0005301842,0.000144648,0.00008727453,0.0005362129,0.000009043024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946042,0.001410767,0.0008173217,0.0002261933,0.000006111012,0.00002416583,0.001305593,0.00002010776,0.001585415],"genre_scores_gemma":[0.9954066,0.001019802,0.00147723,0.00008246985,0.000007249513,0.00001617899,0.0007808837,0.000009211093,0.001200334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04737359,"threshold_uncertainty_score":0.09530514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0083800412880181,"score_gpt":0.2438250750884071,"score_spread":0.2354450338003889,"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."}}