{"id":"W2999340926","doi":"10.1016/j.forsciint.2020.110147","title":"Validation of the Microreader™ 29Y Prime ID system for forensic use","year":2020,"lang":"en","type":"article","venue":"Forensic Science International","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Genotyping; Microsatellite; Locus (genetics); Forensic genetics; Haplotype; STR analysis; Genetics; Biology; DNA profiling; Y-STR; Forensic science; DNA; Genotype; Gene; Allele","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":[0.0002789307,0.00009394888,0.00009440193,0.00004368453,0.0001135573,0.00005889745,0.000640893,0.00005315456,0.000009903053],"category_scores_gemma":[0.0005525942,0.00006732804,0.0001009919,0.0002031119,0.0007191074,0.00001611654,0.0002381679,0.0000521496,0.000005831543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003234209,"about_ca_system_score_gemma":0.0002231811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002308063,"about_ca_topic_score_gemma":0.000007017944,"domain_scores_codex":[0.9987248,0.00001999186,0.0002193324,0.0003328545,0.0004948947,0.0002081795],"domain_scores_gemma":[0.9989944,0.00002583112,0.0001210091,0.0002586484,0.0005229542,0.00007722955],"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":[0.0001422052,0.00001616827,0.004345423,0.00002237777,0.00003460484,3.833115e-7,0.0001614367,0.000239183,0.9820834,0.00230797,0.0058533,0.004793542],"study_design_scores_gemma":[0.0003473864,0.0001678191,0.003446913,0.00002012419,0.000008075444,0.00001134474,0.0001470093,0.002701548,0.9860529,0.0001058425,0.006909773,0.00008128548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906934,0.00002802531,0.005832902,0.001561833,0.0007640448,0.0003770114,0.00009659221,0.000008764513,0.0006373801],"genre_scores_gemma":[0.9951975,0.000003519034,0.003905257,0.0002535384,0.0002774758,0.00001794181,0.00007811194,0.000009658947,0.0002569351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004712257,"threshold_uncertainty_score":0.2745558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03456886479382275,"score_gpt":0.2967707576180999,"score_spread":0.2622018928242771,"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."}}