{"id":"W7027132805","doi":"","title":"CFD simulations for fully-developed fires in a room under different ventilation conditions","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Computational fluid dynamics; Airflow; Ventilation (architecture); Fire Dynamics Simulator; Fire safety; Enclosure; Firefighting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003463089,0.0004530149,0.0006727118,0.0004287472,0.0006213937,0.000570751,0.0006577916,0.0009771601,0.001642796],"category_scores_gemma":[0.00131344,0.0003489689,0.0007079522,0.0003856075,0.0006011755,0.0004813993,0.0003991846,0.0005242999,0.0001622474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007354856,"about_ca_system_score_gemma":0.0009326009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007672523,"about_ca_topic_score_gemma":0.004752818,"domain_scores_codex":[0.9998212,0.00002378827,0.00001220854,0.00002844999,0.00005921202,0.00005517736],"domain_scores_gemma":[0.9994085,0.0003399213,0.00004828658,0.0000401374,0.00009614332,0.00006702508],"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":[0.0001976886,0.00008217013,0.00229399,0.00004942888,0.00001698561,0.0001709159,0.0001238317,0.9826716,0.01099221,0.0009550564,0.0002030891,0.002243211],"study_design_scores_gemma":[0.00003121774,0.00005564851,0.001022228,0.000007554838,0.000006409299,0.00002605121,0.00003221042,0.993958,0.004483025,0.0001666585,0.0001967413,0.00001419169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759054,0.0001262799,0.01864838,0.00009349294,0.00004393094,0.00005926241,0.0006382278,0.0001504285,0.004334598],"genre_scores_gemma":[0.9907575,0.00008535667,0.007479214,0.00001459562,0.00000637802,0.00005431092,0.0003424792,0.00003094646,0.00122924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007672523,"threshold_uncertainty_score":0.01525569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442068320775828,"score_gpt":0.2800335771064194,"score_spread":0.2456128938986611,"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."}}