{"id":"W3134855772","doi":"10.1016/j.engstruct.2021.112101","title":"Characterization of wind-induced pressure on membrane roofs based on full-scale wind tunnel testing","year":2021,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"National Sleep Foundation","keywords":"Wind tunnel; Full scale; Structural engineering; Characterization (materials science); Engineering; Geotechnical engineering; Scale (ratio); Marine engineering; Wind engineering; Forensic engineering; Aerospace engineering; Materials science; Physics; Nanotechnology","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":[0.0003499405,0.0003353303,0.0002653985,0.000285402,0.0003602954,0.0003821705,0.0004438903,0.0005547532,0.001620264],"category_scores_gemma":[0.0005428668,0.0001742655,0.0002760931,0.0001942859,0.0004091805,0.0004598018,0.000330052,0.0003744897,0.0002274359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320133,"about_ca_system_score_gemma":0.0002332846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005467203,"about_ca_topic_score_gemma":0.0006805485,"domain_scores_codex":[0.999698,0.00002622222,0.00001601792,0.00004209798,0.0001663374,0.00005132006],"domain_scores_gemma":[0.999564,0.0001025147,0.00005312148,0.00007933721,0.0001488533,0.0000521974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001880002,0.0001248308,0.007238125,0.0000610861,0.00001187866,0.0002311435,0.0001399571,0.006456878,0.9780934,0.0001139489,0.0001303349,0.007210477],"study_design_scores_gemma":[0.00003566683,0.001902076,0.119121,0.00002860018,0.00003054233,0.0003868898,0.0006386829,0.07128849,0.8052791,0.0001541209,0.00109237,0.00004253939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960238,0.00001921616,0.003223006,0.00001002728,0.000006616083,0.00001675577,0.0001737631,0.00006645232,0.0004603022],"genre_scores_gemma":[0.9986901,0.00001612311,0.0009762351,0.000003129309,0.000001313536,0.00001328602,0.00009517158,0.000006581109,0.0001980581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001620264,"threshold_uncertainty_score":0.005420327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0076645207087647,"score_gpt":0.1867301860741664,"score_spread":0.1790656653654017,"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."}}