{"id":"W4402989226","doi":"10.1089/forensic.2024.0001","title":"Direct Amplification of Blood, Saliva, and Semen Subsamples Using Copan MicroFLOQ® Direct Swabs","year":2024,"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":true,"ca_institutions":"Trent University; University of Toronto","funders":"","keywords":"Semen; Saliva; Biology; Genetics","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":[0.0002552415,0.0001552274,0.0001922433,0.00007514137,0.00006523486,0.00004751738,0.0001223419,0.0001186065,0.00001172455],"category_scores_gemma":[0.00004379681,0.0001469213,0.00007972641,0.0001146729,0.0002480128,0.000003477052,0.0001291202,0.00006661706,0.000005213896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001597078,"about_ca_system_score_gemma":0.0001334963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001896934,"about_ca_topic_score_gemma":0.00008005355,"domain_scores_codex":[0.998938,0.00004305122,0.0002463787,0.0004002081,0.000118036,0.0002543773],"domain_scores_gemma":[0.9994164,0.00003091515,0.00005355208,0.0003358233,0.00008560404,0.00007777967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003622314,0.00001722682,0.001198306,0.00009832372,0.0001548681,0.000002938379,0.0001343599,0.00006978413,0.9901807,0.0002063892,0.001775766,0.006125153],"study_design_scores_gemma":[0.000248537,0.0001975062,0.001741964,0.00004185066,0.0001149975,0.00003854845,0.0001214788,0.0008408661,0.9651387,0.0002764908,0.03102427,0.0002147433],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864091,0.01091796,0.0008318652,0.00004786427,0.000166612,0.0002056806,0.0001139129,0.00001568371,0.001291275],"genre_scores_gemma":[0.9919022,0.001456324,0.005603897,0.00003248348,0.0002063882,0.000006739046,0.0001945821,0.00003821198,0.0005591596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0292485,"threshold_uncertainty_score":0.5991277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014644457525479,"score_gpt":0.2726115697155628,"score_spread":0.2524651251403081,"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."}}