{"id":"W4280522359","doi":"10.1139/cjas-2022-0013","title":"Conformation traits of Holstein cows and their association with a Canadian economic selection index","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Animal Science","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"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":"Principal component analysis; Selection (genetic algorithm); Regression; Biology; Index (typography); Statistics; Biotechnology; Variance components; Genetic association; Mathematics; Genotype; Genetics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006225369,0.0002455764,0.0002048853,0.0008470817,0.0006100857,0.0005275221,0.0004352491,0.0002467544,0.001059769],"category_scores_gemma":[0.001313561,0.0001580659,0.0002776087,0.001152699,0.00037511,0.0001149062,0.0002718354,0.0003628254,0.00007529996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003862534,"about_ca_system_score_gemma":0.003018305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8835068,"about_ca_topic_score_gemma":0.9213851,"domain_scores_codex":[0.9996291,0.00003933599,0.00001686795,0.00008483935,0.0001360282,0.00009361245],"domain_scores_gemma":[0.9989929,0.0001455579,0.0002386572,0.00006395089,0.0003593955,0.0001996101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001518724,0.00001591559,0.9920202,0.000007789726,0.0001170434,0.00004954065,0.0001879848,0.0002179024,0.001467681,0.00009999855,0.0001849224,0.005479029],"study_design_scores_gemma":[0.000001049896,0.00001149488,0.9995775,0.000001404039,0.00001204094,0.00001736775,0.00003547743,0.000202592,0.00003691695,0.000007470081,0.00009444305,0.000002102348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986229,0.0001957979,0.0001341665,0.00003385365,0.000001974296,0.000004126154,0.0004534992,0.000004537852,0.0005491393],"genre_scores_gemma":[0.9983436,0.0001249998,0.0002551597,0.00001296541,0.000002126065,0.000003124431,0.0005863811,0.000003266827,0.0006683288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1164932,"threshold_uncertainty_score":0.2343585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005733339425657234,"score_gpt":0.1900958779352155,"score_spread":0.1843625385095582,"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."}}