{"id":"W4206188682","doi":"10.3389/fgene.2021.801295","title":"Genetic Relationship Among the Kazakh People Based on Y-STR Markers Reveals Evidence of Genetic Variation Among Tribes and Zhuz","year":2022,"lang":"en","type":"article","venue":"Frontiers in Genetics","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"Ministry of Education and Science of the Republic of Kazakhstan","keywords":"Kazakh; Haplogroup; Haplotype; Genetic variation; Multidimensional scaling; Analysis of molecular variance; Genetic structure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002134668,0.000136619,0.0002482744,0.0008229512,0.0004364107,0.0004673002,0.0001147267,0.0001361966,0.0008387259],"category_scores_gemma":[0.0004575091,0.00008005235,0.0001782456,0.001154134,0.000496179,0.0001411005,0.0003697745,0.0001328742,0.000132313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001706129,"about_ca_system_score_gemma":0.0002347644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005100646,"about_ca_topic_score_gemma":0.006327162,"domain_scores_codex":[0.9997498,0.00007333491,0.00002440713,0.00005152291,0.00004026692,0.00006056535],"domain_scores_gemma":[0.9998133,0.00003677181,0.00006631803,0.00002484081,0.00002071622,0.00003809112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001740606,0.00002202598,0.9817182,0.00001584409,0.00008092738,0.0002178884,0.00221838,0.000128146,0.006742611,0.000174824,0.00006133634,0.008445824],"study_design_scores_gemma":[0.000003573711,0.00004619919,0.9984043,0.000003140888,0.00001238476,0.0001925288,0.0008540776,0.00009146261,0.0001593028,0.00006549362,0.0001647108,0.000002721478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998497,0.00003038031,0.00002641819,0.00000496144,4.607519e-7,6.418569e-7,0.00001630846,6.96385e-7,0.00007045878],"genre_scores_gemma":[0.9998285,0.00002600151,0.00004222741,0.000003757695,0.000001048908,9.94115e-7,0.00004814415,3.611815e-7,0.00004901072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005100646,"threshold_uncertainty_score":0.01014191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238460330910986,"score_gpt":0.2492845111050659,"score_spread":0.2368999077959561,"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."}}