{"id":"W4387123429","doi":"10.1016/j.engstruct.2023.116954","title":"Failure mechanisms and load paths in a standing seam metal roof under extreme wind loads","year":2023,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Eaves; Roof; Structural engineering; Wind engineering; Buckling; Engineering; Fastener; Slippage; Structural load; Geotechnical engineering; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002065343,0.0002230065,0.0002229348,0.0005971236,0.0007666126,0.0003593795,0.0005095109,0.000705332,0.003259889],"category_scores_gemma":[0.0005070038,0.0002753555,0.0002420071,0.0002710683,0.0008468324,0.0002367217,0.0003511837,0.0002821691,0.0003091275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002564672,"about_ca_system_score_gemma":0.0002595843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002985065,"about_ca_topic_score_gemma":0.003182676,"domain_scores_codex":[0.9999233,0.000009949724,0.000003538007,0.00001351778,0.00002540935,0.00002420647],"domain_scores_gemma":[0.9996984,0.0001010404,0.00005074202,0.00004129115,0.00006159878,0.00004689049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002260065,0.00047112,0.06360905,0.0001217355,0.00006577046,0.006130218,0.001363806,0.632757,0.2544946,0.007896671,0.001079943,0.02975004],"study_design_scores_gemma":[0.00002843734,0.0005421567,0.101263,0.00001634063,0.00003131427,0.0008211735,0.001146893,0.8732145,0.02070035,0.00171475,0.0004764593,0.00004460504],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99687,0.000008661578,0.001745413,0.00001264128,0.000002009404,0.000004327996,0.00002900871,0.0000285566,0.001299304],"genre_scores_gemma":[0.9989774,0.000005201166,0.0004950514,0.000001622244,6.646283e-7,0.000001794548,0.00001562393,0.000004235876,0.0004983588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003259889,"threshold_uncertainty_score":0.01090544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009674902870727406,"score_gpt":0.1991407876209417,"score_spread":0.1894658847502143,"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."}}