{"id":"W4388862232","doi":"10.1080/00085030.2023.2281006","title":"Background and persistence of fibers on vehicle seat belts","year":2023,"lang":"en","type":"article","venue":"Canadian Society of Forensic Science Journal","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Centre for Comparative Criminology; Université du Québec à Trois-Rivières","funders":"","keywords":"Seat belt; Persistence (discontinuity); Population; Fiber; Clothing; Environmental science; Forensic engineering; Engineering; Automotive engineering; Materials science; Geography; Geotechnical engineering; Medicine; Composite material; Archaeology; Environmental health","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":[0.001714382,0.00008465257,0.0001661981,0.0001416376,0.0005965162,0.0001238544,0.0003181769,0.00004434405,0.0002878735],"category_scores_gemma":[0.00007618492,0.00007444059,0.00008707677,0.0006440298,0.001457282,0.0003054326,0.00004514728,0.00007990821,0.00003014025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786985,"about_ca_system_score_gemma":0.0009707994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00217438,"about_ca_topic_score_gemma":0.002022408,"domain_scores_codex":[0.9985526,0.00002266596,0.0002498354,0.0002012401,0.000555458,0.0004181721],"domain_scores_gemma":[0.9989838,0.00005606846,0.0001533981,0.0001715909,0.0002361989,0.0003989166],"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":[0.000009606901,0.00001172343,0.001078448,0.00004375881,0.00001047809,0.000005260546,0.005821508,0.0005232077,0.9552854,0.0005971545,0.02645364,0.01015979],"study_design_scores_gemma":[0.001241996,0.0007038032,0.2795977,0.0004877831,0.00006921908,0.000197057,0.033524,0.008064669,0.6684799,0.004232059,0.002840671,0.0005611565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971729,0.00004030699,0.000006633711,0.001551119,0.0005310788,0.0000673092,0.00004637164,0.00001039064,0.000573905],"genre_scores_gemma":[0.9967479,0.00005290229,0.002700232,0.0003018037,0.00006561236,0.000001216509,0.000001152724,0.000005968655,0.0001232135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2868056,"threshold_uncertainty_score":0.5369417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06576913574245878,"score_gpt":0.289611388974047,"score_spread":0.2238422532315882,"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."}}