{"id":"W4387332680","doi":"10.1089/forensic.2023.0014","title":"Forensic Genetic Tools for Human Identity Determination following the Maui Wildfires","year":2023,"lang":"en","type":"article","venue":"Forensic Genomics","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Forensic science; Forensic entomology; Forensic anthropology; Library science; Identity (music); Anthropology; Archaeology; History; Computer science; Sociology; Art","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":[0.00334032,0.0005912745,0.0005482017,0.00519217,0.001492998,0.002319921,0.001509674,0.001681812,0.007818914],"category_scores_gemma":[0.009276493,0.0004341601,0.0006255333,0.001828833,0.0008564991,0.001258062,0.002576336,0.001729248,0.003299445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005764826,"about_ca_system_score_gemma":0.001187596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002474193,"about_ca_topic_score_gemma":0.004829007,"domain_scores_codex":[0.9986095,0.0004865838,0.00009411803,0.0002588748,0.0003619603,0.0001887548],"domain_scores_gemma":[0.9958111,0.00147375,0.0009582198,0.0005944702,0.0008622592,0.0003001376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001213663,0.0004675687,0.1511453,0.0006948804,0.000293491,0.008074961,0.00382092,0.003201131,0.1742026,0.03604695,0.02725809,0.5935805],"study_design_scores_gemma":[0.0001671973,0.0009100419,0.1617619,0.001987366,0.0008360473,0.0245619,0.009025596,0.03902351,0.3377491,0.1301079,0.2934258,0.0004436252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4905632,0.01160942,0.3866845,0.01082714,0.002076862,0.0006903777,0.01187762,0.009499799,0.07617111],"genre_scores_gemma":[0.6421166,0.003177271,0.3386017,0.001410523,0.000308698,0.0003038524,0.003184853,0.0004626198,0.01043384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007818914,"threshold_uncertainty_score":0.02615684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03370670354946741,"score_gpt":0.3203047347527371,"score_spread":0.2865980312032697,"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."}}