{"id":"W4378982479","doi":"10.1016/j.buildenv.2023.110428","title":"Effect of morphology and an upstream tall building on the mean turbulence statistics of a street canyon flow","year":2023,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Agence Nationale de la Recherche","keywords":"Canyon; Street canyon; Turbulence; Particle image velocimetry; Wake; Mean flow; Wind tunnel; Flow (mathematics); Upstream (networking); Meteorology; Ventilation (architecture); Geology; Square (algebra); Hydrology (agriculture); Geography; Geometry; Geomorphology; Mechanics; Geotechnical engineering; Engineering; Physics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004368951,0.0001408472,0.0001903491,0.0000259169,0.0001275326,0.00000670634,0.0001107444,0.00003676251,0.00007996934],"category_scores_gemma":[0.00003149866,0.00009203296,0.00002187672,0.00005935335,0.0003890045,0.00002957863,0.0002292048,0.00007634044,0.000007114299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002820284,"about_ca_system_score_gemma":0.000001430469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000304751,"about_ca_topic_score_gemma":0.00001985619,"domain_scores_codex":[0.999081,0.00009484377,0.0001533754,0.0002676972,0.0002004855,0.0002025857],"domain_scores_gemma":[0.9994028,0.0002790277,0.00007192394,0.0001869286,9.751172e-7,0.00005835294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000234563,0.0003231575,0.3620356,0.0002800311,0.0001662314,0.00006304621,0.004743034,0.1335393,0.1947564,0.001909398,0.003950388,0.2979988],"study_design_scores_gemma":[0.002731547,0.009561526,0.6335562,0.0004740327,0.0003464686,0.00002478551,0.001794544,0.09070648,0.2516664,0.003955084,0.003945905,0.001236947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992768,0.00005876724,0.0001929757,0.0001224203,0.00003292637,0.0001357575,0.00005805402,0.00001315273,0.0001091043],"genre_scores_gemma":[0.9978616,0.0003570049,0.001652603,0.00002805377,0.00001831935,0.00001252256,0.000003567413,0.0000102783,0.00005599942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2967619,"threshold_uncertainty_score":0.3752995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009084725108679229,"score_gpt":0.2337511950316913,"score_spread":0.2246664699230121,"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."}}