{"id":"W1972294699","doi":"10.1016/j.fsigen.2012.02.003","title":"Performance of Identifiler Direct and PowerPlex 16 HS on the Applied Biosystems 3730 DNA Analyzer for processing biological samples archived on FTA cards","year":2012,"lang":"en","type":"article","venue":"Forensic Science International Genetics","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Canadian Mounted Police","funders":"","keywords":"Buccal swab; Spectrum analyzer; STR analysis; Concordance; Computer science; Microsatellite; Biology; Molecular biology; Bioinformatics; 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":[0.0007504477,0.0001413374,0.00013542,0.000106255,0.0001816278,0.0000552196,0.0004450023,0.00006469491,0.00001710387],"category_scores_gemma":[0.0002210127,0.00008904323,0.00005692957,0.0001223676,0.001042393,0.000006608597,0.0001716581,0.00006362385,0.000004409509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002430401,"about_ca_system_score_gemma":0.00008172308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008058289,"about_ca_topic_score_gemma":0.000007730226,"domain_scores_codex":[0.9985574,0.00002697684,0.0002330907,0.0003542106,0.0004845658,0.0003437426],"domain_scores_gemma":[0.9991943,0.00008140985,0.0001145699,0.000270649,0.0002472299,0.00009188715],"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":[0.0003662849,0.000127863,0.02718592,0.00003339721,0.00007442428,1.76253e-7,0.0002649343,0.0002439882,0.915104,0.002075631,0.002369652,0.05215371],"study_design_scores_gemma":[0.0004282884,0.0006739866,0.08354369,0.00005017699,0.00001343039,0.000008848271,0.0002409142,0.002701987,0.9012383,0.0002416515,0.01063902,0.0002196944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935957,0.0002027273,0.0002462818,0.0001243779,0.0003518069,0.0003181711,0.00007694843,0.000004989166,0.005079067],"genre_scores_gemma":[0.9981595,0.0001235929,0.0008734643,0.0001446059,0.0002976932,0.00004045593,0.00007741155,0.00001068681,0.0002725383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05635777,"threshold_uncertainty_score":0.3840741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419032671426705,"score_gpt":0.3139258548038473,"score_spread":0.2697355280895802,"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."}}