{"id":"W85689481","doi":"","title":"Numerical Assessment of Roof Panel Uplift Capacity under Wind Load","year":2010,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Roof; Structural engineering; Wind engineering; Stiffness; Wind tunnel; Finite element method; Engineering; Wind speed; Geotechnical engineering; Geology","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":[0.0004295189,0.0003020231,0.0003514059,0.0005469585,0.0004150097,0.0006125123,0.0004736382,0.000961402,0.001980159],"category_scores_gemma":[0.001126782,0.0001919032,0.00039434,0.000425553,0.0005309699,0.0003641937,0.000416506,0.0003766817,0.0001899074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003129325,"about_ca_system_score_gemma":0.0003129432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004600933,"about_ca_topic_score_gemma":0.002890291,"domain_scores_codex":[0.9998235,0.00003288651,0.00001218679,0.00002822717,0.00006145152,0.00004173946],"domain_scores_gemma":[0.9992322,0.00036585,0.0001010342,0.00007582938,0.0001747818,0.00005045476],"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":[0.0001095392,0.00005480835,0.005592091,0.00006225044,0.00001459232,0.0002773036,0.00006754175,0.9751415,0.01298114,0.000394847,0.0001891053,0.005115267],"study_design_scores_gemma":[0.000004551833,0.00005367922,0.002333512,0.000006306469,0.000004008995,0.0000179802,0.0000453463,0.9953186,0.002019187,0.00009940255,0.00008909605,0.000008258182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769448,0.00008977182,0.01743357,0.00006662463,0.00002543751,0.00003587431,0.000294992,0.0002139883,0.004894917],"genre_scores_gemma":[0.9974241,0.00002361051,0.001965892,0.000004552492,0.0000018161,0.00001334692,0.00006661165,0.000006969987,0.000493127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004600933,"threshold_uncertainty_score":0.0091483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08101820106286427,"score_gpt":0.2996267946074891,"score_spread":0.2186085935446248,"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."}}