{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003109848,0.0004691887,0.0007458395,0.0007742945,0.001130346,0.0009366383,0.000717406,0.001327772,0.001787448],"category_scores_gemma":[0.0009564123,0.0003792898,0.0006275321,0.0003768841,0.0004699666,0.000446888,0.0004102857,0.0005257063,0.0003683666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008658791,"about_ca_system_score_gemma":0.0008194146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03333442,"about_ca_topic_score_gemma":0.02211182,"domain_scores_codex":[0.999872,0.00002282007,0.00000911074,0.00002571083,0.00004769718,0.00002277914],"domain_scores_gemma":[0.99935,0.0003838835,0.0000352498,0.00004731628,0.0001338898,0.00004959526],"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":[0.0002659991,0.0002693421,0.01940923,0.00006565048,0.00005047985,0.0009016045,0.0002189794,0.9242298,0.0323657,0.0005120563,0.0004483141,0.02126292],"study_design_scores_gemma":[0.00001020979,0.000053678,0.003140018,0.000002811772,0.000008806516,0.00003748422,0.00004455472,0.9925235,0.003940947,0.00005895718,0.0001683832,0.00001070668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769959,0.00009443259,0.01637971,0.0001245717,0.00005477178,0.00005997242,0.0001711949,0.0004441321,0.005675274],"genre_scores_gemma":[0.9933535,0.0000475007,0.004851815,0.00001157803,0.000007186945,0.00001014118,0.0000887943,0.00003360841,0.001595921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03333442,"threshold_uncertainty_score":0.06628084,"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."}}