{"id":"W2098428516","doi":"10.1002/aic.14599","title":"CFD modeling of LPG vessels under fire exposure conditions","year":2014,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computational fluid dynamics; Vaporization; Stratification (seeds); Fluent; Heat transfer; Pressure vessel; Liquefied petroleum gas; Mechanics; Nuclear engineering; Environmental science; Mass transfer; Petroleum engineering; Chemistry; Engineering; Mechanical engineering; Waste management","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":[0.0002049017,0.0004960248,0.0005214355,0.0004589234,0.0006668539,0.001088077,0.0006237612,0.001370525,0.002196956],"category_scores_gemma":[0.0007504041,0.000322273,0.0005327724,0.0004987481,0.0006694391,0.0004329335,0.0005353533,0.0005794631,0.0003650836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009574887,"about_ca_system_score_gemma":0.001077639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0255788,"about_ca_topic_score_gemma":0.006917874,"domain_scores_codex":[0.9998658,0.00002397939,0.000007693462,0.00002716827,0.0000385769,0.00003667851],"domain_scores_gemma":[0.9997907,0.00009814202,0.00002699515,0.00001524445,0.00004694355,0.00002206123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004193169,0.00002621019,0.00143802,0.00001814367,0.000005419421,0.000198719,0.00005811227,0.9903046,0.004458003,0.0009085664,0.000205133,0.002337081],"study_design_scores_gemma":[0.000005551363,0.000009811209,0.0004692293,0.000002637299,0.00000235368,0.0000166378,0.00001871224,0.9980043,0.0009944208,0.0001618775,0.0003098318,0.000004616603],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8625863,0.0004333312,0.1023715,0.0005329386,0.0001365193,0.0001428678,0.001446484,0.0006349599,0.03171509],"genre_scores_gemma":[0.9883355,0.0001788559,0.00677782,0.00003340571,0.00001390999,0.000056464,0.0003672412,0.00004457623,0.004192181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0255788,"threshold_uncertainty_score":0.05085981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498862453930868,"score_gpt":0.2354516172374815,"score_spread":0.2204629926981728,"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."}}