{"id":"W1997984434","doi":"10.1063/1.4869666","title":"Viscoelastic effects on frequency tuning of a dielectric elastomer membrane resonator","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Resonator; Viscoelasticity; Materials science; Dielectric elastomers; Dielectric; Oscillation (cell signaling); Natural frequency; Microelectromechanical systems; Acoustics; Composite material; Optoelectronics; Vibration; Physics; Chemistry","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":[0.0001849608,0.0001596391,0.0003893764,0.0001163273,0.00002547761,0.0000185486,0.0001549365,0.00005554122,0.0000156819],"category_scores_gemma":[0.00003292738,0.0001324609,0.00008979651,0.0002852136,0.00001406072,0.00006234382,0.000009532792,0.000230389,0.00001375411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003986109,"about_ca_system_score_gemma":0.00002148311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.538619e-7,"about_ca_topic_score_gemma":8.817369e-8,"domain_scores_codex":[0.9990695,0.00001688096,0.0003534895,0.00007871515,0.0002731937,0.0002082021],"domain_scores_gemma":[0.9992955,0.0002477429,0.0002087566,0.0001224744,0.00004746267,0.00007811037],"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":[0.00007279906,0.00006920093,0.000009207421,0.0003416692,0.0001230027,0.000004607931,0.0001677575,0.02472043,0.9308344,0.01104722,0.0002962138,0.03231345],"study_design_scores_gemma":[0.0008250745,0.0004681019,0.0001862098,0.0001626898,0.00008545998,0.000005049817,0.000006445632,0.01322381,0.9775184,0.006247221,0.001052868,0.0002186899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756638,0.00007738083,0.008762387,0.000004472793,0.0004363628,0.00009123507,0.000001410413,0.00003523196,0.01492773],"genre_scores_gemma":[0.9988027,0.00003682539,0.0005279223,0.00003576786,0.000551269,0.000003130176,6.846976e-7,0.00003623638,0.000005437902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04668394,"threshold_uncertainty_score":0.5401598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003486614523649032,"score_gpt":0.1825220457622103,"score_spread":0.1790354312385613,"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."}}