{"id":"W2067209198","doi":"10.1016/j.fsigen.2009.03.002","title":"Inferring ethnicity using 15 autosomal STR loci—Comparisons among populations of similar and distinctly different physical traits","year":2009,"lang":"en","type":"article","venue":"Forensic Science International Genetics","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bentley (Canada); Shared Services Canada","funders":"","keywords":"Ethnic group","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":[0.002373648,0.0004855257,0.000467792,0.001491057,0.000819458,0.001319942,0.0005531861,0.0006067369,0.001138029],"category_scores_gemma":[0.005430203,0.0002324396,0.0006796473,0.001247902,0.0006638305,0.0005292161,0.0009217954,0.000566927,0.0002893365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188931,"about_ca_system_score_gemma":0.0002895446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003617665,"about_ca_topic_score_gemma":0.004165158,"domain_scores_codex":[0.9987129,0.0007705264,0.00009277439,0.0001836781,0.0001254083,0.0001147579],"domain_scores_gemma":[0.9977453,0.001191115,0.0004375512,0.000221785,0.0001984001,0.0002057402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001104915,0.00009708163,0.9664942,0.00001664332,0.0004784791,0.0003287608,0.001115157,0.0008629507,0.01593426,0.0003369618,0.00005346107,0.01317719],"study_design_scores_gemma":[0.00007871808,0.0005291328,0.9793934,0.00002379313,0.0005785216,0.001071301,0.003131636,0.00738441,0.005572604,0.001638368,0.0005649024,0.00003336249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990726,0.0000213153,0.0006622517,0.00001370391,0.000001909635,0.00000250465,0.00004031946,0.000002320751,0.0001830375],"genre_scores_gemma":[0.9988112,0.00002968545,0.0009726859,0.00001149615,0.000002466886,0.000002549116,0.00008009875,0.000002289354,0.00008736411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003617665,"threshold_uncertainty_score":0.01255322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05097069599430865,"score_gpt":0.3579863200823894,"score_spread":0.3070156240880808,"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."}}