{"id":"W2974010641","doi":"10.31333/kihm.2019.7.1.27","title":"Development of Chemical Accident Response Information Sheets for Phosgene","year":2019,"lang":"en","type":"article","venue":"Korean Journal of Hazardous Materials","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phosgene; Medicine; Chemistry; Environmental science; Toxicology; Organic chemistry; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009341117,0.0001252677,0.0006511306,0.0004163977,0.00004849461,0.0001713171,0.0006436924,0.00007640674,0.0008795123],"category_scores_gemma":[0.001899416,0.00008333162,0.0002253143,0.0002276531,0.00003188975,0.0006434341,0.00008414967,0.00005115781,0.0001694463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000063323,"about_ca_system_score_gemma":0.0003132325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001858853,"about_ca_topic_score_gemma":8.032115e-7,"domain_scores_codex":[0.9960575,0.0001958063,0.002319062,0.0001199568,0.001123157,0.0001845589],"domain_scores_gemma":[0.9963388,0.0005595469,0.001776151,0.0003004268,0.0009215039,0.0001035247],"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":[0.00626908,0.00005529442,0.0006714709,0.00001876099,0.0001224192,0.000003638036,0.003479298,0.0001564956,0.9372085,0.00009561833,0.002080959,0.04983846],"study_design_scores_gemma":[0.001033006,0.0001468837,0.005383183,0.00004814664,0.00003658163,0.00004523059,0.000905476,0.00002685747,0.978413,0.001408812,0.01243567,0.0001171139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956912,0.00003576851,0.002958403,0.0003930692,0.0006101273,0.0001686279,0.00002265629,0.000004506429,0.0001155772],"genre_scores_gemma":[0.9826843,0.0000165558,0.01707147,0.00005767637,0.00007380048,0.000002784761,0.00000680404,0.000006907228,0.0000796649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04972135,"threshold_uncertainty_score":0.9630043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03994530396684683,"score_gpt":0.332799161670442,"score_spread":0.2928538577035952,"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."}}