{"id":"W2313161718","doi":"10.1061/41000(315)50","title":"Field and Wind Tunnel Experiments to Evaluate Wind-Induced Cladding and Structural Loads on a Low Wooden Building","year":2008,"lang":"en","type":"article","venue":"Structures Congress 2008","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Roof; Wind tunnel; Wind engineering; Cladding (metalworking); Low-rise; Structural engineering; Finite element method; Full scale; Building envelope; Hypersonic wind tunnel; Envelope (radar); Environmental science; Engineering; Marine engineering; Meteorology; Thermal; Materials science; Aerospace engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006537811,0.0003190781,0.0003016438,0.00006837995,0.0006120093,0.0000629332,0.0001994947,0.0001077789,0.000398742],"category_scores_gemma":[0.00007536077,0.0002580579,0.00004360005,0.0001354704,0.0002218844,0.0001974656,0.0003744285,0.0002014483,0.00001697938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006003947,"about_ca_system_score_gemma":0.000009537493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001315971,"about_ca_topic_score_gemma":0.0000200768,"domain_scores_codex":[0.9982701,0.00004876237,0.0002148154,0.0005929121,0.0004183576,0.0004550815],"domain_scores_gemma":[0.9993767,0.00007487077,0.00007133858,0.0002415703,0.00001221715,0.0002232665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009982345,0.00006488514,0.4600503,0.00007975272,0.0003973275,0.0005135302,0.02256083,0.005121198,0.4354779,0.000345635,0.0231768,0.05121359],"study_design_scores_gemma":[0.002017907,0.0008490127,0.8879369,0.000128557,0.00003952657,0.0001836865,0.0005178793,0.0006378204,0.1047798,0.0008122204,0.001125575,0.0009711088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969199,0.0001726773,0.000003418025,0.0002437433,0.0004590031,0.0002865564,0.00001201001,0.00004035787,0.001862352],"genre_scores_gemma":[0.9982246,0.0000229484,0.0004226094,0.0008128908,0.0001556111,0.000006561472,0.000001700181,0.00002243911,0.0003306598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4278866,"threshold_uncertainty_score":0.9999872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140949146245076,"score_gpt":0.2801570445749351,"score_spread":0.2587475531124843,"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."}}