{"id":"W2022478789","doi":"10.1111/1556-4029.12171","title":"Qiagen's Investigator™ Quantiplex Kit as a Predictor of <scp>STR</scp> Amplification Success from Low‐Yield <scp>DNA</scp> Samples<sup>,</sup>","year":2013,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dawson College","funders":"","keywords":"Buccal swab; Microsatellite; Molecular biology; Biology; Genetics; Allele; 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":[0.0005801833,0.0002370867,0.000353408,0.0001574353,0.0001924417,0.0001005068,0.0009198157,0.0002833212,0.00003510421],"category_scores_gemma":[0.001927232,0.0001875601,0.0002083171,0.000367089,0.001010933,0.00004260253,0.00014628,0.0002039437,0.00001496845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001755715,"about_ca_system_score_gemma":0.0003955676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003306099,"about_ca_topic_score_gemma":0.00001791703,"domain_scores_codex":[0.9979082,0.00009886863,0.0007326283,0.0004425861,0.0004439346,0.0003737322],"domain_scores_gemma":[0.9976934,0.0002419639,0.0008685388,0.0004537583,0.0004354477,0.0003069042],"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":[0.000003848455,0.00009568793,0.021616,0.00001652938,0.00008491905,0.000002558691,0.0001685804,0.0001487153,0.9408906,0.001550109,0.03426374,0.001158742],"study_design_scores_gemma":[0.0003204155,0.0008109335,0.01508837,0.0001026753,0.00006499554,0.00007055994,0.0009343033,0.0004625379,0.9572919,0.00894429,0.01582325,0.00008573846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903619,0.0007042014,0.007373157,0.0003833144,0.0001247932,0.0003160122,0.00006876428,0.00001716705,0.0006506771],"genre_scores_gemma":[0.9839124,0.0002911083,0.01459534,0.0006356462,0.0003138839,0.00003353978,0.00007292123,0.00001753175,0.0001276366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01844049,"threshold_uncertainty_score":0.7648479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413761541149079,"score_gpt":0.2699010746767543,"score_spread":0.2457634592652636,"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."}}