{"id":"W2360769632","doi":"","title":"Numerical Simulation on Arial Patterns Effect on Outdoor Wind Environment of Pedestrian Field in Residential Quarter","year":2008,"lang":"en","type":"article","venue":"Building Science","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Quarter (Canadian coin); Meteorology; Turbulence; Environmental science; Field (mathematics); Computer simulation; Marine engineering; Engineering; Simulation; Civil engineering; Geography; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002023385,0.0003378435,0.0003596194,0.0003204397,0.0005017361,0.0004168144,0.0003335534,0.0005541547,0.001442095],"category_scores_gemma":[0.0005758884,0.0002057689,0.0004944231,0.000349651,0.0004018511,0.000490199,0.0003349888,0.000281664,0.000128261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000286205,"about_ca_system_score_gemma":0.0003662076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.014209,"about_ca_topic_score_gemma":0.007548406,"domain_scores_codex":[0.9998828,0.00002826001,0.00000606196,0.00001674679,0.00002423688,0.00004182825],"domain_scores_gemma":[0.9997825,0.0000810843,0.00002862384,0.00001860773,0.0000457725,0.0000434418],"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":[0.0001215085,0.00009186518,0.01256021,0.00005234555,0.00002136216,0.0002632279,0.0001204546,0.9760672,0.005052378,0.00079532,0.0003454691,0.004508584],"study_design_scores_gemma":[0.00002199488,0.00005636792,0.003014733,0.000005576375,0.00000909949,0.00002421549,0.0001273553,0.9951415,0.001198586,0.0001857163,0.0002036283,0.00001109895],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880127,0.00007695882,0.007996367,0.00006800458,0.00003474414,0.00001355689,0.0001058637,0.0000770133,0.003614803],"genre_scores_gemma":[0.9981191,0.00004642157,0.001245911,0.000007423203,0.000004276346,0.000006509378,0.00004945431,0.000006167977,0.0005147523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.014209,"threshold_uncertainty_score":0.0282526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122707571516701,"score_gpt":0.2564621677797001,"score_spread":0.24419141062803,"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."}}