{"id":"W4389753552","doi":"10.1016/j.ijengsci.2023.103987","title":"Local and global dynamics of a functionally graded dielectric elastomer plate","year":2023,"lang":"en","type":"article","venue":"International Journal of Engineering Science","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Overseas Expertise Introduction Project for Discipline Innovation; Higher Education Discipline Innovation Project; Natural Science Foundation of Zhejiang Province; Gruppo Nazionale per la Fisica Matematica; National Natural Science Foundation of China","keywords":"Phase portrait; Nonlinear system; Lyapunov exponent; Bifurcation; Materials science; Vibration; Mathematical analysis; Mechanics; Mathematics; Classical mechanics; Physics; Acoustics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000630944,0.0002971191,0.0002184967,0.0001833825,0.0002993017,0.0004612626,0.0004604,0.0004325129,0.003189021],"category_scores_gemma":[0.0001707747,0.0001595904,0.0001760144,0.0001031694,0.0009262256,0.0004187039,0.0005257998,0.0003030442,0.0002831776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002894209,"about_ca_system_score_gemma":0.0002511882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407871,"about_ca_topic_score_gemma":0.001029164,"domain_scores_codex":[0.9999669,0.000004465111,8.030905e-7,0.000009629272,0.000009118195,0.000009180967],"domain_scores_gemma":[0.9999366,0.00001126372,0.00001164455,0.000006070276,0.000009266912,0.00002507529],"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":[0.0005178215,0.0002327032,0.004070651,0.00008203039,0.00006749753,0.001679183,0.0003111975,0.6385331,0.3131425,0.03076677,0.0008685666,0.00972788],"study_design_scores_gemma":[0.0000244539,0.0001420967,0.004096289,0.000006073865,0.00001424785,0.0001312819,0.0001367285,0.9821785,0.01082645,0.002028262,0.0003894869,0.00002614728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680485,0.00008851455,0.0155269,0.0001846743,0.00002779844,0.00001320462,0.00007385835,0.0001055002,0.01593096],"genre_scores_gemma":[0.9958119,0.00002578768,0.00083438,0.00001255696,0.000003200216,0.000003521726,0.00001789674,0.00001412135,0.003276627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003189021,"threshold_uncertainty_score":0.01066834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004196526861132688,"score_gpt":0.2112066220630803,"score_spread":0.2070100952019476,"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."}}