{"id":"W2017506132","doi":"10.1007/s10694-015-0456-3","title":"Real-Time Monitoring and Assessment of Thermal and Toxicological Risk Associated with Fire Retardant Textiles in a Full-Size Simulation of an Engulfment Flash Fire","year":2015,"lang":"en","type":"article","venue":"Fire Technology","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amec Foster Wheeler (Canada)","funders":"","keywords":"Fire retardant; Combustion; Environmental science; Poison control; Ignition system; Ventilation (architecture); Waste management; Flammability; Nitrogen dioxide; Materials science; Chemistry; Composite material; Medicine; Engineering; Medical emergency","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":[0.0002972304,0.0004435204,0.0004029626,0.0002309392,0.0002206972,0.0002654448,0.000378253,0.0004981119,0.0008320148],"category_scores_gemma":[0.000454635,0.0001931435,0.0004144967,0.0001083558,0.000204105,0.0001848901,0.0003375325,0.0001788006,0.0001297394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253052,"about_ca_system_score_gemma":0.0002252284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549628,"about_ca_topic_score_gemma":0.002497864,"domain_scores_codex":[0.9999013,0.00002572473,0.000004920395,0.00002275063,0.0000300574,0.00001523804],"domain_scores_gemma":[0.9998343,0.00006985134,0.00002397973,0.00001891847,0.00003060486,0.00002233188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003653398,0.0009269158,0.06472165,0.0001273846,0.0001130023,0.0008834825,0.0004908538,0.3292895,0.5867185,0.0001287679,0.000096069,0.01285039],"study_design_scores_gemma":[0.0001068723,0.008060914,0.09416907,0.00001276939,0.0001317371,0.000297429,0.0005104741,0.6925507,0.2034875,0.000208127,0.0004089025,0.00005560322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998798,0.000006622381,0.001025934,0.000002732316,0.000001172827,0.00001336937,0.00003108079,0.0000119031,0.0001090165],"genre_scores_gemma":[0.9984735,0.00001556663,0.001168603,0.000002299584,5.8748e-7,0.00001474125,0.00004397359,0.000003464194,0.0002773373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002549628,"threshold_uncertainty_score":0.005069613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221243860962655,"score_gpt":0.3075404053133711,"score_spread":0.2854160192171056,"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."}}