{"id":"W2042003193","doi":"10.1371/journal.pgen.1004724","title":"Let's Face It—Complex Traits Are Just Not That Simple","year":2014,"lang":"en","type":"letter","venue":"PLoS Genetics","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"National Institute of Dental and Craniofacial Research; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Biology; Evolutionary biology; Face (sociological concept); Sexual dimorphism; Single-nucleotide polymorphism; Genetics; Variation (astronomy); SNP; Gene; Genotype; Zoology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001136179,0.0008651411,0.0007070159,0.00009129471,0.0001939377,0.0001053275,0.001207696,0.001804151,0.0002923827],"category_scores_gemma":[0.00006757436,0.0008853026,0.0003454804,0.00009382362,0.0002728317,0.000002467859,0.0003529174,0.001036317,0.0002110719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002897621,"about_ca_system_score_gemma":0.0001501181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003898534,"about_ca_topic_score_gemma":0.00002288514,"domain_scores_codex":[0.996349,0.0002182527,0.0005431121,0.001251387,0.0006673069,0.0009709689],"domain_scores_gemma":[0.9978461,0.00006376331,0.0004349479,0.001275272,0.0001770075,0.0002028651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002517263,0.00007271607,0.0001792959,0.000273951,0.0002586514,0.00001079429,0.0001039664,0.0003906032,0.01641467,0.00001920348,0.9810278,0.001223122],"study_design_scores_gemma":[0.0005429006,0.0004114567,0.002240293,0.00005315132,0.0002651788,0.00003684928,0.00008166581,0.00008812793,0.0368963,0.0002504166,0.9580656,0.001068108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.180281,0.007353113,0.03684435,0.7358904,0.003356407,0.00493262,0.004288236,0.0004332842,0.02662057],"genre_scores_gemma":[0.2315179,0.0002619313,0.01130642,0.7313686,0.01271592,0.0001247325,0.003661344,0.0004012935,0.008641875],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05123681,"threshold_uncertainty_score":0.9994917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07967312895368339,"score_gpt":0.2696011328955257,"score_spread":0.1899280039418423,"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."}}