{"id":"W2011853504","doi":"10.1016/j.buildenv.2013.01.001","title":"CFD simulation of micro-scale pollutant dispersion in the built environment","year":2013,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":111,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Pollutant; Environmental science; Roof; Computational fluid dynamics; Wind tunnel; Dispersion (optics); Meteorology; Turbulence; Canyon; Air quality index; Atmospheric sciences; Environmental engineering; Geology; Engineering; Civil engineering; Geography; Chemistry","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":[0.0001690274,0.0003416015,0.0006492523,0.0004842683,0.000721689,0.0009353716,0.0005974495,0.001419771,0.002229117],"category_scores_gemma":[0.0008006346,0.0003276308,0.0005777904,0.0004938559,0.0008287773,0.000628953,0.0006506841,0.0006118999,0.0002095468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008785935,"about_ca_system_score_gemma":0.00120079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05620071,"about_ca_topic_score_gemma":0.02390441,"domain_scores_codex":[0.9998667,0.00002087464,0.000008114772,0.0000195386,0.00003706813,0.00004766738],"domain_scores_gemma":[0.999619,0.0002167185,0.00003284591,0.0000251864,0.00005331671,0.00005288258],"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":[0.0000406641,0.00004272875,0.00257892,0.00001486816,0.00001152234,0.00009128079,0.00003383854,0.9930083,0.001007631,0.001247329,0.0001425154,0.001780399],"study_design_scores_gemma":[0.00001351585,0.00001306219,0.001032484,0.000002477932,0.000003348727,0.000009131075,0.00002889621,0.9980521,0.000403341,0.0002546569,0.0001802663,0.000006631599],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949774,0.0002301647,0.02872558,0.0004981209,0.0001511585,0.00006544786,0.0005490904,0.0002409586,0.01976546],"genre_scores_gemma":[0.9952525,0.00007749946,0.002042584,0.00002429432,0.00001586592,0.0000195793,0.00009267875,0.00001744298,0.00245752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05620071,"threshold_uncertainty_score":0.1117472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008610279664930123,"score_gpt":0.2042300280826719,"score_spread":0.1956197484177418,"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."}}