{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002023641,0.0001388073,0.0001375181,0.00002338798,0.0001260914,0.00001593025,0.00014174,0.00004332927,0.0007418786],"category_scores_gemma":[0.000004866607,0.00009334509,0.000042496,0.00004885862,0.0002162605,0.0001085233,0.000210745,0.00008355802,0.000151077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000826455,"about_ca_system_score_gemma":8.786018e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000388894,"about_ca_topic_score_gemma":0.000006624988,"domain_scores_codex":[0.9989715,0.00004970496,0.0002150776,0.0002682574,0.0002703454,0.000225112],"domain_scores_gemma":[0.9996216,0.00006143116,0.00006298291,0.000208515,4.651842e-7,0.00004504184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002232761,0.0005217769,0.335969,0.00002528479,0.00002582801,0.000004840817,0.004876574,0.2264257,0.32889,0.00003460099,0.0007142003,0.1024899],"study_design_scores_gemma":[0.0004573523,0.0001196845,0.965723,0.00002932218,0.00002383567,0.000003872553,0.001037493,0.01056723,0.00485005,0.0006402306,0.01630811,0.0002398257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972828,0.0002775816,0.0005606863,0.001075122,0.00002264759,0.0002667261,0.000003834919,0.000006088714,0.0005045112],"genre_scores_gemma":[0.9976344,0.0005021559,0.00151582,0.0001399611,0.00002276855,0.00002577983,0.000001450467,0.00000840314,0.0001493071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.629754,"threshold_uncertainty_score":0.812305,"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."}}