{"id":"W2327644142","doi":"10.1080/00085030.2002.10757533","title":"Fibre Evidence from Fingernail Clippings","year":2002,"lang":"en","type":"article","venue":"Canadian Society of Forensic Science Journal","topic":"Forensic Fingerprint Detection Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Mounted Police","funders":"","keywords":"Dominance (genetics); White (mutation); Forensic engineering; Medicine; Chemistry; Engineering","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004432076,0.0001595788,0.0002680287,0.0002445132,0.00253558,0.0003566968,0.001116328,0.0001682666,0.002175903],"category_scores_gemma":[0.002249004,0.0001642127,0.0003361805,0.001763475,0.004860008,0.001272699,0.00005737907,0.0005582032,0.00005819469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362053,"about_ca_system_score_gemma":0.002105517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1733715,"about_ca_topic_score_gemma":0.09897766,"domain_scores_codex":[0.9966452,0.00012952,0.0004473849,0.0003877634,0.001419802,0.0009703019],"domain_scores_gemma":[0.9970013,0.0003529658,0.0003608084,0.0003389349,0.0006644909,0.001281477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006704887,0.0000191491,0.01469019,0.00001392322,0.00005516017,0.00002477976,0.1186128,0.00008459652,0.00740474,0.000920844,0.2429644,0.6152027],"study_design_scores_gemma":[0.001682451,0.0005709171,0.07742621,0.00286745,0.0002064982,0.0003496331,0.09565692,0.01669965,0.05560595,0.03058335,0.7157268,0.002624164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546772,0.001607101,0.001655439,0.02315068,0.003889228,0.000224119,0.00001714283,0.00007031092,0.01470876],"genre_scores_gemma":[0.7952909,0.001445424,0.1985338,0.001899151,0.001281702,0.000002801314,3.729562e-7,0.00002076892,0.001525148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6125786,"threshold_uncertainty_score":0.998763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06566484108209525,"score_gpt":0.3195845258252276,"score_spread":0.2539196847431323,"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."}}