{"id":"W4362576136","doi":"10.22215/etd/2023-15448","title":"A NUMERICAL STUDY OF THE IMPACT OF MAKE-UP AIR VELOCITY ON THE SMOKE CONDITIONS IN AN ATRIUM","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Smoke; Atrium (architecture); Fire Dynamics Simulator; Meteorology; Mechanics; Environmental science; Rotational symmetry; Air velocity; Atmospheric sciences; Materials science; Geology; Physics","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":[0.0003013535,0.0003740744,0.0004887492,0.0003547198,0.0006041762,0.0008466569,0.0004533335,0.000894193,0.0009997441],"category_scores_gemma":[0.001311237,0.0002574209,0.0007144106,0.0002794256,0.0006004851,0.0005064194,0.0004833406,0.0004768312,0.0001118408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003775316,"about_ca_system_score_gemma":0.0005887361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007500124,"about_ca_topic_score_gemma":0.004199152,"domain_scores_codex":[0.9998417,0.0000278587,0.00001018953,0.00002473191,0.00004638693,0.00004918537],"domain_scores_gemma":[0.9993462,0.0003872849,0.00008972854,0.00005037291,0.00007438531,0.00005205803],"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":[0.0002379743,0.0001298865,0.01311863,0.000078037,0.00003785856,0.0005539418,0.0001279528,0.9493477,0.02872084,0.001064306,0.0001364018,0.006446513],"study_design_scores_gemma":[0.00002952651,0.0001981703,0.004811967,0.00001500644,0.0000270178,0.00009827351,0.0001406964,0.9865638,0.007520793,0.0002190633,0.0003569155,0.0000187152],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864668,0.0001285875,0.008233929,0.00006762193,0.00003648389,0.00002804633,0.00006959988,0.0000532661,0.004915605],"genre_scores_gemma":[0.9966906,0.00007618954,0.002656503,0.000009311761,0.000004906804,0.000008063808,0.00003568361,0.000008373311,0.0005103414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007500124,"threshold_uncertainty_score":0.0149129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817813167188163,"score_gpt":0.3406255016518735,"score_spread":0.3124473699799919,"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."}}