{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001422903,0.00006382973,0.00009354135,0.00006494813,0.00007379096,0.00002912041,0.00007866571,0.00004531421,0.0003543664],"category_scores_gemma":[0.0000492032,0.00006041916,0.00004228346,0.0001049646,0.00001186647,0.0001606285,0.000007936135,0.0001732012,0.00002049315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001847282,"about_ca_system_score_gemma":0.00002243119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.519528e-7,"about_ca_topic_score_gemma":0.000001706489,"domain_scores_codex":[0.9994971,0.00001576248,0.0002122713,0.00004520695,0.0001357091,0.00009398676],"domain_scores_gemma":[0.9996424,0.00004462221,0.00003940544,0.000074895,0.0001353965,0.00006331456],"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":[0.000001943647,0.00001556743,0.0001266622,0.00003134828,0.00002608523,6.198414e-7,0.0001569933,0.9913694,0.001805673,0.002081924,0.002621115,0.001762656],"study_design_scores_gemma":[0.0004616583,0.00003304271,0.0008377495,0.0000682465,0.00002476761,0.00007760726,0.0002829952,0.9790139,0.002321475,0.01377029,0.002973389,0.0001348819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5762963,0.0007648242,0.41371,0.0004480338,0.000471519,0.00003652675,0.000004942104,0.0001274026,0.0081404],"genre_scores_gemma":[0.9989793,0.0001157223,0.0005176299,0.0001131212,0.0001162218,0.000001424333,0.000003159339,0.00001234626,0.0001411232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4226829,"threshold_uncertainty_score":0.3880063,"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."}}