{"id":"W2026997414","doi":"10.1016/j.buildenv.2010.01.001","title":"A novel approach to enhance outdoor air quality: Pedestrian ventilation system","year":2010,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Environmental science; Urban heat island; Pedestrian; Ventilation (architecture); Meteorology; Air quality index; Atmospheric instability; Wind speed; Urbanization; Thermal comfort; Atmospheric sciences; Environmental engineering; Civil engineering; Geography; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002113591,0.0004283511,0.0005282389,0.0003246586,0.0003399388,0.0004136358,0.0004707201,0.0004727541,0.001906303],"category_scores_gemma":[0.0001503351,0.0001395067,0.0003398917,0.0002113813,0.0001396193,0.000311344,0.0004583288,0.0002145152,0.0003526038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306599,"about_ca_system_score_gemma":0.0002628992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005115792,"about_ca_topic_score_gemma":0.00108797,"domain_scores_codex":[0.9998715,0.00002665659,0.000006565347,0.00004054037,0.00003199129,0.00002278735],"domain_scores_gemma":[0.9998988,0.00001949426,0.00001138277,0.00001038178,0.00003845791,0.00002151111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008022375,0.0006461047,0.004886051,0.0004082367,0.0001422553,0.0001401041,0.0001331621,0.005461099,0.8170884,0.001237359,0.001120377,0.1679347],"study_design_scores_gemma":[0.0005093286,0.008731769,0.03974776,0.00009748176,0.0008651624,0.00152475,0.0002435949,0.1317918,0.7808582,0.001557139,0.03392677,0.0001462728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4534639,0.001627391,0.5361556,0.0001875626,0.0003204834,0.0001803096,0.0001473218,0.001679594,0.006237805],"genre_scores_gemma":[0.9214227,0.0003785019,0.07323465,0.0001180601,0.0001076701,0.00009714487,0.00008421294,0.0000426829,0.004514409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001906303,"threshold_uncertainty_score":0.00637722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586114427155387,"score_gpt":0.2487632135177711,"score_spread":0.2329020692462172,"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."}}