{"id":"W2469762383","doi":"10.1007/978-3-319-17777-9_53","title":"Simulation Analysis and Planning Strategies for the Wind Environment of Residential Quarter in Harbin","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Microclimate; Quarter (Canadian coin); China; Mode (computer interface); Architectural engineering; Fluent; Residential area; Wind speed; Meteorology; Environmental science; Environmental resource management; Geography; Engineering; Civil engineering; Computer science; Simulation; Computer simulation","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":[0.0002640178,0.0005432329,0.0005421677,0.0004964515,0.0008425227,0.001009583,0.0007439645,0.0007683065,0.004216325],"category_scores_gemma":[0.000612891,0.000460158,0.000818626,0.0006839031,0.0002905453,0.0006351295,0.0004788358,0.0005354729,0.0002538779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637633,"about_ca_system_score_gemma":0.001712858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1726396,"about_ca_topic_score_gemma":0.17081,"domain_scores_codex":[0.9999074,0.00004144016,0.000003833185,0.00001249974,0.00001310842,0.00002176317],"domain_scores_gemma":[0.9998088,0.000115396,0.00001327115,0.000007577338,0.00003773028,0.00001718148],"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":[0.00001338548,0.000009462851,0.0006791417,0.00000861291,0.000005312285,0.00003505046,0.00002277929,0.9949492,0.0001523463,0.001413847,0.0003209267,0.00238981],"study_design_scores_gemma":[0.000002342188,0.0000046821,0.0002529002,0.000002816776,0.00000337147,0.000003221077,0.00003671927,0.9987867,0.00007730517,0.0005972491,0.0002301798,0.000002477233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6880644,0.00117282,0.2261972,0.001389375,0.0001279441,0.0001845955,0.001466375,0.0004812377,0.08091611],"genre_scores_gemma":[0.9666637,0.0004849149,0.01961375,0.00004336127,0.00001915054,0.00009328061,0.0004702461,0.0000811405,0.01253046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1726396,"threshold_uncertainty_score":0.3432695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027639027045154,"score_gpt":0.2592322098694113,"score_spread":0.2289558195989597,"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."}}