{"id":"W3084505844","doi":"","title":"Degradation of Fingernail Composition from Exposure to Industrial Chemicals","year":2020,"lang":"en","type":"article","venue":"","topic":"Forensic Fingerprint Detection Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Bleach; Sodium hydroxide; Chemistry; Chemical composition; Environmental chemistry; Acetone; Sodium hypochlorite; Cleaning agent; Pulp and paper industry; Toxicology; Organic chemistry; Biology","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":[0.0003191565,0.00005357242,0.0001263213,0.00002778218,0.00007864583,0.00002318514,0.0001236678,0.0001095252,0.0007609316],"category_scores_gemma":[0.0009219658,0.00005515143,0.00004198212,0.0003258988,0.00006379522,0.0000879209,0.00003042737,0.00009761632,0.00006393386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004912092,"about_ca_system_score_gemma":0.00005820665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002337619,"about_ca_topic_score_gemma":0.0001293398,"domain_scores_codex":[0.9990915,0.0001691769,0.0001989282,0.0001561467,0.0002807617,0.0001034992],"domain_scores_gemma":[0.999433,0.0002110433,0.0000742218,0.00007772423,0.0000747096,0.0001292457],"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":[0.0001735329,0.0000359256,0.00363569,0.000005034221,0.00002782485,0.000001075382,0.01251654,0.00009662162,0.8576952,0.005467823,0.01249241,0.1078523],"study_design_scores_gemma":[0.0005449871,0.0001714903,0.001383215,0.00002937332,0.00002128683,1.141937e-7,0.002093605,0.000144058,0.9649612,0.0009301785,0.02952634,0.000194108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656554,0.000007003128,0.01617597,0.008261198,0.0003089662,0.0001800097,0.000009424366,0.00009591587,0.0093061],"genre_scores_gemma":[0.9602517,0.000002130235,0.03839989,0.0006881647,0.0004873857,0.000004562094,0.000007573523,0.000005315781,0.0001532138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076582,"threshold_uncertainty_score":0.8331667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09935048416266438,"score_gpt":0.3358780315844175,"score_spread":0.2365275474217531,"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."}}