{"id":"W4322766923","doi":"10.1089/forensic.2023.0004","title":"The Idaho Student Homicides and the Future of Forensic Genetic Genealogy","year":2023,"lang":"en","type":"article","venue":"Forensic Genomics","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Forensic science; Forensic genetics; Genealogy; Criminology; History; Forensic engineering; Psychology; Engineering; Archaeology; Genetics; Biology; Microsatellite; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006069118,0.0001908913,0.0002408112,0.00004550297,0.0003044786,0.00004654837,0.0004407585,0.0001389827,0.000004062959],"category_scores_gemma":[0.00005464076,0.000109932,0.0001411579,0.000170705,0.001320811,0.000001649578,0.0004900644,0.0001329922,0.00001977258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001357341,"about_ca_system_score_gemma":0.0001148316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003527394,"about_ca_topic_score_gemma":0.0003800525,"domain_scores_codex":[0.9985074,0.0001248393,0.0003467762,0.0003386116,0.0002346803,0.0004476262],"domain_scores_gemma":[0.9988592,0.0001041892,0.0001212205,0.0006973917,0.0001366484,0.00008136578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002266574,0.00008383153,0.02177005,0.0001516123,0.001401105,0.00003450246,0.003330501,0.002964949,0.1105118,0.03036457,0.1255827,0.7015378],"study_design_scores_gemma":[0.01021009,0.001816293,0.3543162,0.00003664485,0.0003100549,0.0003174391,0.01174714,0.004651235,0.1406368,0.04470106,0.4300737,0.001183333],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864891,0.01041698,0.0001272513,0.001565862,0.0005208173,0.0004726312,0.00002154777,0.00001152335,0.0003742875],"genre_scores_gemma":[0.9834298,0.0137104,0.0006957352,0.0002590214,0.0007485009,0.00004626798,0.00005924579,0.0000408076,0.001010158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7003545,"threshold_uncertainty_score":0.4866585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007442039944801285,"score_gpt":0.2569236969381858,"score_spread":0.2494816569933846,"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."}}