{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0103262,0.001206483,0.0004915072,0.00601366,0.0008681241,0.00146654,0.001489552,0.001181941,0.0462691],"category_scores_gemma":[0.01664314,0.0008679169,0.0005938601,0.001731489,0.0003090901,0.002652142,0.0008898184,0.001555026,0.03022641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192361,"about_ca_system_score_gemma":0.002557932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737042,"about_ca_topic_score_gemma":0.001636559,"domain_scores_codex":[0.9959561,0.0009849673,0.0008409251,0.0002943531,0.001734889,0.0001887782],"domain_scores_gemma":[0.9726319,0.009500515,0.003349345,0.004131005,0.009807581,0.000579613],"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":[0.001092587,0.001254665,0.008793769,0.001865673,0.00006184873,0.0007808041,0.0009118688,0.004074489,0.02894073,0.009661467,0.4746519,0.4679102],"study_design_scores_gemma":[0.0001563769,0.000331381,0.007203681,0.0004775483,0.00005729057,0.0002565429,0.0002774107,0.006292865,0.02956398,0.00240259,0.9528532,0.0001271345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05219546,0.001982193,0.3893921,0.007335562,0.004003487,0.03250265,0.1508641,0.1089754,0.252749],"genre_scores_gemma":[0.1219733,0.003760781,0.4588903,0.005156028,0.001626506,0.02325338,0.188342,0.007923357,0.1890744],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0462691,"threshold_uncertainty_score":0.1547855,"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."}}