{"id":"W2136773270","doi":"10.1061/9780784479070.069","title":"Modern and Unique Architecture: A Perspective from the Wind Tunnel","year":2015,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Aerodynamics; Wind tunnel; Wind engineering; Structural engineering; Architectural engineering; Engineering; Architectural geometry; Architecture; Facade; Aerospace engineering; Computer science","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":[0.00007093021,0.00006899217,0.0000588595,0.000003527846,0.00008762262,0.00001837672,0.00009270888,0.00001836913,0.0002389672],"category_scores_gemma":[0.00002880617,0.00003613372,0.00001551971,0.00004487359,0.0001895098,0.00004633823,0.0001902219,0.0000722872,0.00006085355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003917961,"about_ca_system_score_gemma":0.00000461975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003295522,"about_ca_topic_score_gemma":0.001427368,"domain_scores_codex":[0.9995495,0.00002632537,0.00004122844,0.0001641722,0.0001141358,0.0001046535],"domain_scores_gemma":[0.9997701,0.00004887037,0.00001059631,0.0001071545,0.000003982452,0.00005928731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001766628,0.0003153761,0.410636,0.00000339275,0.0002433481,0.00004348841,0.2954245,0.0071213,0.01293428,0.008343454,0.1956339,0.06912432],"study_design_scores_gemma":[0.0009353195,0.0001325727,0.6007909,0.00001145397,0.00003114077,0.00001342054,0.02311974,0.002446205,0.0007114423,0.3444006,0.02701122,0.0003959759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8851199,0.0002778814,0.001134553,0.01006187,0.00003837294,0.0001094732,0.000006794774,0.00002720002,0.103224],"genre_scores_gemma":[0.997329,0.000008314604,0.0007340298,0.0009260696,0.00005974266,0.00000235052,7.002033e-7,0.00000404197,0.0009357717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3360571,"threshold_uncertainty_score":0.4981866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630719468153794,"score_gpt":0.2173409612851012,"score_spread":0.2010337666035633,"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."}}