{"id":"W1973849842","doi":"10.1016/j.ijsolstr.2008.05.026","title":"Two-scale analysis of a filament-wound cylindrical structure and application of periodic boundary conditions","year":2008,"lang":"en","type":"article","venue":"International Journal of Solids and Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Protein filament; Materials science; Finite element method; Filament winding; Epoxy; Periodic boundary conditions; Plane stress; Boundary value problem; Stress (linguistics); Composite material; Scale (ratio); Stress–strain curve; Plane (geometry); Boundary (topology); Structural engineering; Mechanics; Deformation (meteorology); Geometry; Mathematics; Physics; Mathematical analysis; 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":[0.00004209251,0.00009158385,0.0002874924,0.0002919431,0.00003904282,0.00002223385,0.0001506652,0.00005440586,0.00008481002],"category_scores_gemma":[0.00001208017,0.00007753402,0.00009928894,0.0001222322,0.0001481045,0.00009860607,0.00002776998,0.000141001,7.16809e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002226862,"about_ca_system_score_gemma":0.0000222155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001391451,"about_ca_topic_score_gemma":0.000009831801,"domain_scores_codex":[0.9991096,0.00001405985,0.000414745,0.00007616508,0.0003176393,0.00006784042],"domain_scores_gemma":[0.9994216,0.00005470917,0.0001806216,0.00007274611,0.0002045164,0.00006583557],"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":[0.0001872468,0.00008923392,0.1293153,0.00007190368,0.003538417,0.00004682819,0.001931014,0.03256753,0.8132607,0.01032635,0.0001709364,0.008494508],"study_design_scores_gemma":[0.00117455,0.0001734515,0.9136873,0.00003855939,0.0008121686,0.0006539132,0.0001360738,0.02493126,0.04907439,0.008802441,0.000305666,0.0002101743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934945,0.0004672266,0.005614069,0.00004403204,0.0001249892,0.00004089704,0.0001519368,0.000006266952,0.00005615097],"genre_scores_gemma":[0.9966725,0.000124502,0.003083318,0.00001844246,0.00007000099,8.159013e-7,0.00002172714,0.000006552415,0.000002205323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.784372,"threshold_uncertainty_score":0.3161746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007564295695124737,"score_gpt":0.2662149103321131,"score_spread":0.2586506146369884,"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."}}