{"id":"W2035134566","doi":"10.1061/(asce)st.1943-541x.0000210","title":"Wind-Induced Pressures on Patio Covers","year":2010,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Wind tunnel; Marine engineering; Environmental science; Current (fluid); Cover (algebra); Meteorology; Flow (mathematics); Wind engineering; Engineering; Structural engineering; Electrical engineering; Mechanics; Aerospace engineering; Physics; Mechanical engineering","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":[0.0000653752,0.00008913378,0.0001133603,0.00002954318,0.00004918993,0.00001880078,0.0001280487,0.00003395683,0.0002348538],"category_scores_gemma":[0.00006541127,0.00006296621,0.00005676951,0.00005847142,0.00001790156,0.0001801423,0.00003510531,0.0002987011,0.00001144373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002532945,"about_ca_system_score_gemma":0.000003557958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009898051,"about_ca_topic_score_gemma":0.000003121437,"domain_scores_codex":[0.9994251,0.000003608724,0.0001525406,0.00006429395,0.0002261507,0.0001282824],"domain_scores_gemma":[0.9997503,0.0000315617,0.00007985136,0.00006543411,0.000008299055,0.00006455532],"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":[0.00002225207,0.000007787681,0.01442229,0.000007202207,0.00004484083,0.00002867957,0.0003781212,0.1402945,0.8357635,0.0001369318,0.0008964815,0.007997485],"study_design_scores_gemma":[0.0005587409,0.0002176784,0.9252452,0.0000368667,0.00002396508,0.0001035588,0.00005096247,0.004525184,0.05988337,0.0001361776,0.008967448,0.0002508812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982527,0.00001148087,0.00002017337,0.0001392461,0.0008898179,0.0000272239,0.000001055524,0.0000104054,0.0006478646],"genre_scores_gemma":[0.9989196,0.000001952844,0.000718146,0.00003802048,0.0002730835,1.853693e-7,1.2932e-7,0.000007101069,0.00004178253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9108229,"threshold_uncertainty_score":0.2571484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004723558062752154,"score_gpt":0.1973180521581438,"score_spread":0.1925944940953916,"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."}}