{"id":"W4407296113","doi":"10.1177/10812865241301716","title":"Finite element analysis of materially uniform dielectric elastomers","year":2025,"lang":"en","type":"article","venue":"Mathematics and Mechanics of Solids","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Politecnico di Torino","keywords":"Finite element method; Elastomer; Dielectric; Dielectric elastomers; Materials science; Composite material; Mathematics; Mathematical analysis; Structural engineering; Engineering","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":[0.0005214054,0.0003933207,0.0004453621,0.0006091006,0.0002651954,0.0007248182,0.0006400086,0.001069955,0.001661169],"category_scores_gemma":[0.001372707,0.000342047,0.0005204133,0.0004062685,0.000801373,0.0004588307,0.0007027843,0.0003736319,0.0003544619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004375531,"about_ca_system_score_gemma":0.0005939597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00182872,"about_ca_topic_score_gemma":0.001283715,"domain_scores_codex":[0.9997368,0.00007452744,0.00001527498,0.00004199648,0.0001013097,0.000030044],"domain_scores_gemma":[0.9996136,0.0002228824,0.00005016287,0.00003346249,0.00006270018,0.0000172563],"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":[0.00002947495,0.00002533365,0.0006156919,0.00005646368,0.00001430031,0.00009537797,0.00008781545,0.9699165,0.01171072,0.0112091,0.0001828415,0.006056445],"study_design_scores_gemma":[0.000002529521,0.00001048026,0.0001329705,0.000007178301,0.000002507308,0.00001910192,0.00001849278,0.9967403,0.001209061,0.001150646,0.0007030339,0.000003720802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.102463,0.0004307565,0.8816701,0.0002565577,0.00004715874,0.0000949739,0.0002346047,0.0002554973,0.01454738],"genre_scores_gemma":[0.8439461,0.0004621407,0.1452133,0.0001042976,0.00002121519,0.0002344006,0.0003007825,0.0001230738,0.009594856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00182872,"threshold_uncertainty_score":0.005557179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005315217082695506,"score_gpt":0.2086341673077369,"score_spread":0.2033189502250414,"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."}}