{"id":"W2171612804","doi":"10.1177/0954406211434496","title":"Thermal post-buckling of laminated and isotropic rectangular plates with fixed edges: Comparison of experimental and numerical results","year":2012,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Buckling; Isotropy; Materials science; Numerical continuation; Nonlinear system; Thermal; Numerical analysis; Deformation (meteorology); Shear (geology); Structural engineering; Composite number; Composite material; Geometry; Mechanics; Mathematics; Mathematical analysis; Physics; Engineering; Optics; Bifurcation","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":[0.0005920884,0.0001739063,0.0005134346,0.0002222272,0.00004635233,0.00001337494,0.0003083255,0.00009084705,0.000002720663],"category_scores_gemma":[0.000427464,0.0001224314,0.00009162976,0.0006141978,0.0001692984,0.0004138538,0.00008713046,0.0002530728,3.749135e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005376964,"about_ca_system_score_gemma":0.00003177712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003431646,"about_ca_topic_score_gemma":1.049849e-7,"domain_scores_codex":[0.9983236,0.000006913444,0.0007894622,0.0001310559,0.0005286387,0.0002203557],"domain_scores_gemma":[0.9989015,0.00006871762,0.0004041185,0.00009197476,0.0003938502,0.0001397754],"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":[0.00008376741,0.00005263229,0.00009550346,0.0001084892,0.00005897718,1.737606e-7,0.0003166398,0.1773613,0.8179048,0.003760873,0.00000333431,0.0002534942],"study_design_scores_gemma":[0.0004021581,0.0003136666,0.0004202937,0.0003147263,0.00007671745,0.0000227161,0.0002104726,0.2889576,0.7091678,0.000006644785,0.00001138677,0.00009581204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95669,0.0006831972,0.04220749,0.00002977599,0.0002434964,0.0001022208,0.000005274012,0.00001778176,0.00002078237],"genre_scores_gemma":[0.9842334,0.00003206134,0.01567689,0.000002372355,0.00004091694,0.000001117291,5.416501e-7,0.00001193591,7.333737e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1115963,"threshold_uncertainty_score":0.499261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007203148779226273,"score_gpt":0.2163466850597462,"score_spread":0.2091435362805199,"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."}}