{"id":"W895777858","doi":"10.1016/j.compstruct.2015.07.019","title":"On thermal instability of delaminated composite plates","year":2015,"lang":"en","type":"article","venue":"Composite Structures","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; McGill University","funders":"","keywords":"Buckling; Materials science; Delamination (geology); Boundary value problem; Plate theory; Nonlinear system; Composite laminates; Ritz method; Bifurcation; Structural engineering; Composite number; Föppl–von Kármán equations; Mechanics; Composite material; Mathematics; Mathematical analysis; Physics; 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":[0.00008684507,0.0002645947,0.0003755536,0.0001832593,0.00006223338,0.0000431582,0.0002611259,0.000112827,0.00006815705],"category_scores_gemma":[0.00001584716,0.0002262028,0.0001157396,0.00033864,0.00008458315,0.0001111326,0.00005138707,0.0001978942,0.000006098838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008443761,"about_ca_system_score_gemma":0.00001565587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003171757,"about_ca_topic_score_gemma":0.00001212661,"domain_scores_codex":[0.998826,0.00005902717,0.0003789142,0.0002270133,0.0002860011,0.0002230786],"domain_scores_gemma":[0.9991655,0.00007492723,0.00008032096,0.0003878186,0.0001598419,0.0001316063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001262935,0.0000256516,0.00408628,0.00005405747,0.0001607127,0.000006488364,0.0006378885,0.8923566,0.09595633,0.002197102,0.0003206808,0.004071882],"study_design_scores_gemma":[0.002538491,0.0004152355,0.1954458,0.0001067792,0.0002841252,0.00004431175,0.0001136397,0.3973948,0.3849941,0.01681072,0.0006890969,0.001162931],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989252,0.0004576193,0.00302727,0.0000181429,0.0003211605,0.0001437614,0.00002945579,0.0002106449,0.006539978],"genre_scores_gemma":[0.9967416,0.000008338176,0.003000962,0.00003881372,0.00005864164,0.000002667899,0.0001062117,0.00003247503,0.00001030431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4949619,"threshold_uncertainty_score":0.9224283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008981711010907634,"score_gpt":0.2156176901233236,"score_spread":0.2066359791124159,"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."}}