{"id":"W2954417457","doi":"10.1016/j.fsigen.2019.06.014","title":"Touch DNA collection – Performance of four different swabs","year":2019,"lang":"en","type":"article","venue":"Forensic Science International Genetics","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Forensic science; Forensic genetics; Biology; Veterinary medicine; Medicine; Genetics; 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":[0.0002085009,0.0001157845,0.0001119992,0.0001414365,0.00007061633,0.00003200662,0.0005427173,0.00006574997,0.0001133422],"category_scores_gemma":[0.00007307554,0.000100013,0.0000649139,0.0002457697,0.0004513208,0.000007527713,0.0002544854,0.00006610186,0.00003682733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003994229,"about_ca_system_score_gemma":0.0001756315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001015533,"about_ca_topic_score_gemma":0.00001704771,"domain_scores_codex":[0.9984216,0.00001400493,0.000232386,0.0003569433,0.0007135964,0.000261445],"domain_scores_gemma":[0.9989866,0.00001192055,0.00009382687,0.0003435003,0.0004854623,0.00007866378],"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":[0.0001145463,0.00004572915,0.1191939,0.00001507468,0.00003109123,5.384017e-7,0.00006080552,0.001056178,0.8659688,0.0002217779,0.001309018,0.01198251],"study_design_scores_gemma":[0.0003685625,0.0006584569,0.1058111,0.00001681862,0.00000437847,0.00001921649,0.00005052088,0.01102398,0.8781497,0.0001272157,0.003643287,0.0001267543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911972,0.00005999768,0.0002577117,0.000113286,0.001145255,0.0001868188,0.000008562718,0.000005146723,0.007026039],"genre_scores_gemma":[0.9939807,0.000204965,0.001301031,0.00006733631,0.0001536863,0.000007933414,0.0000248496,0.00001042299,0.004249079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0133828,"threshold_uncertainty_score":0.4078412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415335550239346,"score_gpt":0.2746659523218785,"score_spread":0.260512596819485,"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."}}