{"id":"W2979212196","doi":"10.1177/1045389x19880022","title":"Investigation on the dynamic performance of viscoelastic dielectric elastomer oscillators considering nonlinear material viscosity","year":2019,"lang":"en","type":"article","venue":"Journal of Intelligent Material Systems and Structures","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dielectric elastomers; Dielectric; Materials science; Elastomer; Viscoelasticity; Viscosity; Nonlinear system; Resonator; Deformation (meteorology); Relaxation (psychology); Oscillation (cell signaling); Work (physics); Composite material; Mechanical engineering; Optoelectronics; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002807353,0.000192434,0.0004022044,0.0001525274,0.00005100531,0.0001369807,0.0001372643,0.00008522946,0.0001391709],"category_scores_gemma":[0.00002855101,0.0001164091,0.00005470722,0.000102271,0.00004280236,0.0001122281,0.00002291086,0.0001214954,0.000004524916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005177419,"about_ca_system_score_gemma":0.00002541766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002323924,"about_ca_topic_score_gemma":9.408217e-7,"domain_scores_codex":[0.9987506,0.00005449988,0.0006498644,0.000100328,0.0002569016,0.00018777],"domain_scores_gemma":[0.9993628,0.00006536184,0.000314167,0.0001215371,0.00007335973,0.00006283419],"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":[0.0004595489,0.00001242675,0.001307785,0.001188367,0.0002390106,0.000005706851,0.0004266365,0.03318702,0.9605135,0.001385885,0.000154457,0.001119705],"study_design_scores_gemma":[0.0002845055,0.0008623929,0.003905049,0.0004911149,0.00005906256,0.0001578279,0.0001407072,0.03300515,0.9597034,0.0001980334,0.0008870199,0.00030568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949117,0.0001394128,0.00006605077,0.000009721572,0.004543778,0.0002038261,0.0000227083,0.00001726006,0.00008558798],"genre_scores_gemma":[0.9994645,0.00017805,0.00004240948,0.00001012613,0.0002663772,0.000001830103,0.000002472415,0.00002208067,0.00001218918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00455281,"threshold_uncertainty_score":0.4747025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008282266309895252,"score_gpt":0.1940861023824475,"score_spread":0.1858038360725522,"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."}}