{"id":"W2089470485","doi":"10.1007/s10694-005-3733-8","title":"Heat Transfer Model of Flame Resistant Fabrics During Cooling After Exposure to Fire","year":2005,"lang":"en","type":"article","venue":"Fire Technology","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heat transfer; Materials science; Poison control; Heat transfer coefficient; Parametric statistics; Fire test; Convective heat transfer; Kevlar; Fire hazard; Composite material; Forensic engineering; Nuclear engineering; Environmental science; Waste management; Engineering; Mechanics; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000048796,0.000240413,0.0003820497,0.0002224599,0.00006210297,0.000006180802,0.0002169055,0.0002538992,0.00002357917],"category_scores_gemma":[0.00001413678,0.0002521284,0.00007525392,0.000443965,0.00008422853,0.00008327251,0.00003514827,0.0002765672,0.00002395125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259878,"about_ca_system_score_gemma":0.00001415154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006629949,"about_ca_topic_score_gemma":0.0001150941,"domain_scores_codex":[0.9988079,0.000008323766,0.000359339,0.0002603446,0.0001398649,0.0004242228],"domain_scores_gemma":[0.9994991,0.00002033709,0.000002600977,0.0003684694,0.00005257972,0.00005695696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002926477,0.000093811,0.002703631,0.0006471131,0.0002795138,0.0000536101,0.004992987,0.5287567,0.4449527,0.0007689933,0.000395985,0.01606232],"study_design_scores_gemma":[0.002130733,0.0005151707,0.01508576,0.0004972543,0.0001373267,0.00003238439,0.000578206,0.3034546,0.6713571,0.0003333913,0.004431248,0.001446766],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863213,0.003678876,0.007689585,0.000848258,0.00007920681,0.0002530756,0.00006860577,0.0008164647,0.0002446169],"genre_scores_gemma":[0.9971867,0.0003821296,0.002087204,0.00003840945,0.00004643594,0.0001435659,0.000001616651,0.00006035522,0.00005354672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2264044,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008452621119054171,"score_gpt":0.1988046318294314,"score_spread":0.1903520107103772,"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."}}