{"id":"W7036088947","doi":"","title":"Application of CFD modelling to study fire and smoke spread in an aircraft hangar","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smoke; Computational fluid dynamics; Fire investigation; Fire safety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001535749,0.00005252843,0.0001030619,0.00004088906,0.00005534384,0.000003460382,0.00006317932,0.00003121044,0.0001223148],"category_scores_gemma":[0.000006502615,0.00004502677,0.000006763873,0.0001049005,0.0000369529,0.00005529327,0.000007820319,0.00004835048,0.00001242335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.142341e-7,"about_ca_system_score_gemma":0.000003529235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002598434,"about_ca_topic_score_gemma":0.0123754,"domain_scores_codex":[0.9995505,0.00003872079,0.0001006751,0.0001522807,0.00005265464,0.0001052069],"domain_scores_gemma":[0.9997959,0.00003747337,0.00001868457,0.00009754878,0.00001394423,0.00003644909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003189372,0.00003847211,0.9494497,0.000002280061,0.000005193454,0.000005239774,0.001116776,0.004740314,0.00003226464,0.00001682886,0.00003163224,0.04452941],"study_design_scores_gemma":[0.0001773147,0.0002345628,0.9337209,0.000002810011,0.000006403483,0.000003102013,0.0003726707,0.06293211,0.0000183773,0.002320057,0.0001536576,0.0000579848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958521,0.0001271397,0.001037625,0.0002590659,0.00002236982,0.0001718673,0.000005547603,0.000008469339,0.002515777],"genre_scores_gemma":[0.9986558,0.00003640815,0.001104272,0.0001083098,0.00001957899,0.000003448868,0.000008208349,9.962782e-7,0.00006295239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0581918,"threshold_uncertainty_score":0.6905761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03239322049856238,"score_gpt":0.2581516570119494,"score_spread":0.225758436513387,"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."}}