{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007207505,0.0009593049,0.001085642,0.00435213,0.0006234801,0.001291488,0.001495218,0.001159963,0.01291509],"category_scores_gemma":[0.008530701,0.001193136,0.0005919163,0.003100413,0.001035985,0.0007213235,0.0009955671,0.001440748,0.004963039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005039119,"about_ca_system_score_gemma":0.001281522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857922,"about_ca_topic_score_gemma":0.004709543,"domain_scores_codex":[0.9933444,0.00187706,0.0008040155,0.001443676,0.002144283,0.00038654],"domain_scores_gemma":[0.9961417,0.001440165,0.0005414045,0.0005830122,0.001111093,0.0001825526],"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":[0.001983619,0.0006332233,0.1027062,0.002642825,0.0004507134,0.0006923158,0.001496998,0.001557464,0.7534512,0.006032189,0.01642728,0.1119259],"study_design_scores_gemma":[0.0003684025,0.001607973,0.2186528,0.000569182,0.001029618,0.003580934,0.0004221428,0.03298867,0.5499119,0.004024883,0.1865717,0.0002716912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3479767,0.00614066,0.5838866,0.000791815,0.0003728023,0.005108314,0.02956501,0.005365678,0.02079253],"genre_scores_gemma":[0.1955721,0.00226166,0.7262049,0.0008924625,0.00008506038,0.004075404,0.03911455,0.001304504,0.03048941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01291509,"threshold_uncertainty_score":0.04320532,"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."}}