{"id":"W2332851631","doi":"10.1080/00085030.2000.10757501","title":"Preferential Amplification and Stutter Observed in Population Database Samples using the Ampf<i>l</i>STR Profiler™ Multiplex System","year":2000,"lang":"en","type":"article","venue":"Canadian Society of Forensic Science Journal","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"","keywords":"Multiplex; Population; Database; Biology; Computer science; Genetics; Demography; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001299391,0.00010172,0.0001514771,0.00006855847,0.0006756267,0.0001016467,0.0004003865,0.00005483615,0.0004940161],"category_scores_gemma":[0.0000404871,0.00007886779,0.00006706606,0.0006087795,0.001007247,0.0005897433,0.0000551511,0.000191977,0.000006267669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009385981,"about_ca_system_score_gemma":0.0001622691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07600342,"about_ca_topic_score_gemma":0.1117834,"domain_scores_codex":[0.9985153,0.00005593958,0.0003490391,0.0002715249,0.0003989122,0.0004092863],"domain_scores_gemma":[0.9992959,0.0000345349,0.0001758113,0.0002548315,0.00003210856,0.0002068385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008310584,0.00001792989,0.9506783,0.00001278004,0.00001484848,0.000002143837,0.002413702,0.005883646,0.01996726,0.00009966478,0.0009119787,0.01998947],"study_design_scores_gemma":[0.0002543186,0.0000169383,0.9437309,0.00003883447,0.00002438874,0.00007002503,0.001819046,0.05223281,0.001257358,0.0001064182,0.0003307206,0.0001182737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990057,0.00002298784,0.0002108764,0.0002700436,0.00009938698,0.0002076371,0.00001546272,0.0000044116,0.0001634716],"genre_scores_gemma":[0.9888596,0.00002128556,0.01077627,0.0002425412,0.00005222547,0.000003684722,0.000008799564,0.00000588612,0.00002968895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04634916,"threshold_uncertainty_score":0.9301496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420436505142866,"score_gpt":0.2548515861555698,"score_spread":0.2106472211041411,"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."}}