{"id":"W2102556990","doi":"10.5555/1218112.1218489","title":"Using a CFD simulation in designing a smoke management system in a building","year":2006,"lang":"en","type":"article","venue":"Winter Simulation Conference","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computational fluid dynamics; Smoke; Fire Dynamics Simulator; CFD in buildings; Marine engineering; Environmental science; System dynamics; Fire safety; Simulation; Computer science; Engineering; Automotive engineering; Aerospace engineering; Civil 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":[0.0005553928,0.0004256573,0.0004315311,0.000335487,0.0006341022,0.0007400876,0.000399731,0.000917967,0.00116589],"category_scores_gemma":[0.001598295,0.0003143693,0.0004217435,0.0002210445,0.0006106045,0.000643096,0.000539476,0.000337188,0.0001347194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005015334,"about_ca_system_score_gemma":0.0009611813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0065189,"about_ca_topic_score_gemma":0.004282435,"domain_scores_codex":[0.9997739,0.00009383276,0.00001299883,0.00002001205,0.00007106698,0.00002817911],"domain_scores_gemma":[0.9992543,0.0005502168,0.00004168348,0.00005115658,0.00006545836,0.00003716255],"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":[0.00009478461,0.0000611472,0.001692648,0.00004868162,0.00001451484,0.00008045301,0.0001165867,0.9786143,0.009037328,0.001417791,0.00005886158,0.008762934],"study_design_scores_gemma":[0.00003753299,0.0001223661,0.0004527579,0.00001346246,0.00001455028,0.00002572324,0.00004074805,0.9899187,0.007878241,0.0003987862,0.001084327,0.00001282411],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7308259,0.0002529071,0.2539234,0.0002149592,0.00007096828,0.0002935177,0.0001120841,0.0004659292,0.01384031],"genre_scores_gemma":[0.9306093,0.0002056005,0.0675084,0.00003223297,0.00001095256,0.00009452207,0.00005624945,0.00003419314,0.001448507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0065189,"threshold_uncertainty_score":0.01296192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05232577669835672,"score_gpt":0.3080112560794455,"score_spread":0.2556854793810888,"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."}}