{"id":"W7017778856","doi":"","title":"CFD fire simulation of the Swissair flight 111 in-flight fire – Part 1: Prediction of the pre-fire air flow within the cockpit and surrounding areas","year":2006,"lang":"en","type":"article","venue":"Greenwich Academic Literature Archive (University of Greenwich)","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cockpit; Airflow; Computational fluid dynamics; Flow (mathematics); Fire Dynamics Simulator; Fire test; Flight test; Aerodynamics; Mist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005743445,0.0002860241,0.0003928884,0.0001333475,0.0003793535,0.00001714366,0.0008979026,0.0003535135,0.00001207348],"category_scores_gemma":[0.00006932605,0.000201115,0.0002159041,0.0009941065,0.0005404968,0.0003952175,0.0003726385,0.001380451,7.78155e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009876812,"about_ca_system_score_gemma":0.0000719669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006021996,"about_ca_topic_score_gemma":0.0009595206,"domain_scores_codex":[0.9979302,0.0002958777,0.0004626696,0.0003459943,0.0006055625,0.0003597035],"domain_scores_gemma":[0.9984802,0.0004068919,0.0002948324,0.0005946174,0.0001468619,0.0000766086],"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":[0.0008179863,0.0001769011,0.3652245,0.001562646,0.0004404529,0.00002431834,0.03282805,0.5720904,0.006309787,0.006009477,0.004991846,0.009523682],"study_design_scores_gemma":[0.0006042894,0.00006725104,0.3472773,0.0008338694,0.0000555136,0.00001257998,0.0004889888,0.6464562,0.000105313,0.002334947,0.001606454,0.0001573249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933903,0.001797437,0.0008714523,0.001317363,0.0002270877,0.0007317612,0.0008081007,0.00005159506,0.0008048941],"genre_scores_gemma":[0.9986924,0.0002552514,0.0001354583,0.00002585339,0.0001131958,0.000001791385,0.0001122201,0.00002997817,0.0006338768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0743658,"threshold_uncertainty_score":0.820123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005810395484202348,"score_gpt":0.1807654736899935,"score_spread":0.1749550782057911,"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."}}