{"id":"W1528813126","doi":"10.1111/j.1556-4029.2011.02014.x","title":"Guidelines for the Identification of Unknown Samples for Laboratories Performing Forensic Analyses for Chemical Terrorism*","year":2011,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Forensic Fingerprint Detection Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Mounted Police","funders":"","keywords":"Terrorism; Forensic science; Identification (biology); Context (archaeology); Forensic identification; Forensic genetics; Engineering ethics; Engineering; Political science; Law; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03668663,0.002547863,0.00160753,0.01190083,0.00452538,0.003486733,0.007767751,0.008395688,0.006882409],"category_scores_gemma":[0.06077418,0.002072948,0.001870589,0.005747192,0.003362011,0.002651536,0.002772992,0.005802306,0.01225679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002016102,"about_ca_system_score_gemma":0.01596793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01099541,"about_ca_topic_score_gemma":0.03143852,"domain_scores_codex":[0.9546184,0.01891887,0.009736859,0.00110516,0.01445285,0.00116781],"domain_scores_gemma":[0.9037595,0.033651,0.009858063,0.006588818,0.04448559,0.001657026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004075882,0.002428139,0.01214258,0.006006144,0.0001172458,0.004206548,0.006857818,0.004085217,0.03959903,0.03344323,0.4921329,0.3985735],"study_design_scores_gemma":[0.0001556186,0.0005426768,0.01298389,0.009233276,0.0001306629,0.003833048,0.004461469,0.00262788,0.0173255,0.01698145,0.9315023,0.0002221015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03498687,0.02889744,0.6076545,0.05167988,0.005645243,0.06845988,0.01671147,0.004795719,0.181169],"genre_scores_gemma":[0.01284399,0.009510159,0.9186112,0.006652256,0.0003588377,0.02420806,0.006974074,0.0003031045,0.02053837],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03668663,"threshold_uncertainty_score":0.1940197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.418363931660834,"score_gpt":0.4957676460873763,"score_spread":0.07740371442654237,"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."}}