{"id":"W7028692270","doi":"","title":"The Genetic Architecture of Pigmentation Traits in Modern Human Populations","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Consejo Nacional de Ciencia y Tecnología","keywords":"Genetic architecture; Pleiotropy; Genetic variation; Trait; Single-nucleotide polymorphism; Population; Heritability; Gene; Allele; Quantitative trait locus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007607692,0.0002165319,0.0002971545,0.001023991,0.0006166112,0.0007783696,0.0003721888,0.0004074032,0.001253237],"category_scores_gemma":[0.001651402,0.0002100821,0.0003640692,0.001128655,0.001023498,0.0002170509,0.0006866902,0.000480056,0.00009976569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007045567,"about_ca_system_score_gemma":0.0005422836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02841281,"about_ca_topic_score_gemma":0.02878263,"domain_scores_codex":[0.9990315,0.0001513234,0.00003850041,0.0004322552,0.0002296527,0.0001168501],"domain_scores_gemma":[0.9993312,0.0001560786,0.0002402548,0.0001100988,0.00008955639,0.00007274789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000513164,0.000051889,0.9138823,0.00007779366,0.0009034061,0.0007970235,0.003283841,0.001563647,0.03156364,0.004837868,0.0008303992,0.04169504],"study_design_scores_gemma":[0.000006446426,0.00003330509,0.9973845,0.00001055736,0.00006413335,0.0002463214,0.0001332615,0.0003101329,0.0003750814,0.0007860564,0.0006398947,0.00001028376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953134,0.001113813,0.001426485,0.0002593496,0.000008138798,0.00001433933,0.0002204281,0.00001733705,0.001626688],"genre_scores_gemma":[0.9978766,0.0005850768,0.0008189077,0.00005388024,0.00001372064,0.000008241608,0.0001505503,0.000009234196,0.0004837566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02841281,"threshold_uncertainty_score":0.05649489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089896760475282,"score_gpt":0.3488779505174687,"score_spread":0.3279789829127159,"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."}}