{"id":"W4281570947","doi":"10.1016/j.ijnonlinmec.2022.104092","title":"Nonlinear free and forced vibrations of a fiber-reinforced dielectric elastomer-based microbeam","year":2022,"lang":"en","type":"article","venue":"International Journal of Non-Linear Mechanics","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microbeam; Materials science; Composite material; Dielectric; Vibration; Elastomer; Nonlinear system; Fiber; Dielectric elastomers; Acoustics; Optics; Physics; Optoelectronics","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":[0.0001088048,0.0001741425,0.000164954,0.0001516625,0.0002688061,0.0001711577,0.0003166367,0.0003100667,0.001906676],"category_scores_gemma":[0.0002372366,0.00009785453,0.0001337114,0.00006540342,0.0004102222,0.000225243,0.0002162577,0.0001851966,0.0001977135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941117,"about_ca_system_score_gemma":0.0001297207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081556,"about_ca_topic_score_gemma":0.001196081,"domain_scores_codex":[0.9998978,0.000007838947,0.000002702137,0.00002311394,0.00004516977,0.00002333593],"domain_scores_gemma":[0.9998906,0.00004389261,0.00001490028,0.00001082158,0.00001864936,0.00002120005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000267074,0.00005058253,0.0009617135,0.00004231479,0.00001126553,0.0001903631,0.0001222343,0.003428127,0.9896311,0.0003518263,0.0001345432,0.004808786],"study_design_scores_gemma":[0.00003392516,0.0005678089,0.02510091,0.00001199693,0.00002451953,0.0002196166,0.0002387702,0.1893952,0.7829298,0.000229927,0.001213759,0.00003369529],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970679,0.00005656878,0.00161963,0.00003764888,0.00001169054,0.000003999759,0.00003425734,0.00002598723,0.00114239],"genre_scores_gemma":[0.9978871,0.00001615989,0.0006482144,0.000008399729,0.000003222825,0.000003301216,0.00002234334,0.000005403572,0.001405815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001906676,"threshold_uncertainty_score":0.006378412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006431685765441168,"score_gpt":0.2206355391096115,"score_spread":0.2142038533441703,"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."}}