{"id":"W2072906409","doi":"10.1002/tal.482","title":"Wind and tall buildings: negatives and positives","year":2008,"lang":"en","type":"article","venue":"The Structural Design of Tall and Special Buildings","topic":"Solar Energy Systems and Technologies","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Natural ventilation; Wind engineering; Marine engineering; Wind power; Crosswind; Vortex shedding; Environmental science; Aerodynamics; Wind tunnel; Engineering; Ventilation (architecture); Structural engineering; Architectural engineering; Meteorology; Aerospace engineering; Mechanical engineering; Turbulence","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":[0.00007684231,0.0001855171,0.000249404,0.000068646,0.0001946624,0.00003971888,0.0001222816,0.00009073102,0.000008145781],"category_scores_gemma":[0.00003335722,0.0001253291,0.00002821989,0.00009252309,0.0005177102,0.00018131,0.00008644998,0.0001287782,2.801864e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001046963,"about_ca_system_score_gemma":0.000004671698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006063778,"about_ca_topic_score_gemma":0.000002907847,"domain_scores_codex":[0.9993454,0.0000220224,0.0001739655,0.0001698073,0.0001053272,0.0001835394],"domain_scores_gemma":[0.9996819,0.00009764727,0.0000518277,0.00009989324,0.00002352799,0.000045164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003737055,0.00002010444,0.01059043,0.0004552981,0.0009046792,0.0001087758,0.02441902,0.01024382,0.7519047,0.1324348,0.002331764,0.0662129],"study_design_scores_gemma":[0.004494153,0.001596556,0.5393395,0.0006673113,0.0002880229,0.003638922,0.006754768,0.02122425,0.276769,0.1342146,0.007895321,0.003117616],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960566,0.00231701,0.0005365633,0.00007995914,0.0001195049,0.0001448165,0.000006158029,0.0001067274,0.0006326339],"genre_scores_gemma":[0.9966198,0.0009900439,0.002071955,0.00001158276,0.0002277474,0.000002276427,6.621655e-7,0.00001652803,0.00005939843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.528749,"threshold_uncertainty_score":0.5110771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177348478158318,"score_gpt":0.1943076958998161,"score_spread":0.1825342111182329,"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."}}