{"id":"W2134020467","doi":"10.1061/9780784412626.008","title":"Observations on ASCE 7-10 Methods for Determining Wind Loads","year":2012,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Aerodynamics; Wind engineering; Wind tunnel; Cladding (metalworking); Wind force; Engineering; Structural engineering; Wind speed; Civil engineering; Marine engineering; Environmental science; Meteorology; Aerospace engineering; Materials science; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001858609,0.0005788184,0.0002268902,0.001741329,0.0007450514,0.0006647646,0.0004475257,0.0005091004,0.00459731],"category_scores_gemma":[0.002845995,0.0002829131,0.0001948601,0.001155582,0.0003687907,0.0005969965,0.0005137466,0.0008023523,0.002066432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004238498,"about_ca_system_score_gemma":0.000533208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002682087,"about_ca_topic_score_gemma":0.006984746,"domain_scores_codex":[0.9978248,0.0003835404,0.00006684259,0.0001539785,0.001500972,0.00006988935],"domain_scores_gemma":[0.997877,0.0005809703,0.0001752575,0.0002561488,0.001020673,0.00009005476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009953309,0.0004988978,0.0781204,0.0009580742,0.00006516433,0.0003174086,0.002477925,0.02614504,0.1813359,0.01008774,0.04043309,0.658565],"study_design_scores_gemma":[0.0003371854,0.001383039,0.4499812,0.0007123484,0.00007560233,0.0008997996,0.002112774,0.158193,0.1858241,0.005709496,0.1944924,0.0002789365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4166512,0.001694251,0.3781803,0.0004945864,0.000506458,0.001513314,0.009056312,0.002968138,0.1889355],"genre_scores_gemma":[0.6998462,0.001369249,0.2601745,0.0001542485,0.0001582367,0.001193513,0.004572062,0.0004702572,0.03206171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00459731,"threshold_uncertainty_score":0.01537955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08192252211394829,"score_gpt":0.3530334826395351,"score_spread":0.2711109605255868,"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."}}