{"id":"W1977026660","doi":"10.1117/12.848726","title":"Thermodynamic model using experimental loss factors for dielectric elastomer actuator design","year":2010,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Actuator; Materials science; Capacitance; Voltage; Dielectric; Elastomer; Dielectric elastomers; Brake; Mechanical engineering; Mechanical energy; Automotive engineering; Optoelectronics; Composite material; Engineering; Electrical engineering; Electrode; Power (physics); Physics","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":[0.0007622213,0.0008726569,0.0006112628,0.0005520436,0.0002778977,0.0003567181,0.0008773237,0.0005001816,0.00111801],"category_scores_gemma":[0.001833687,0.0003438668,0.0005257517,0.0004206129,0.0004239262,0.001114852,0.0002810685,0.0004375961,0.0005812985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006248177,"about_ca_system_score_gemma":0.0003977428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166578,"about_ca_topic_score_gemma":0.001746699,"domain_scores_codex":[0.9995441,0.00005398845,0.00003042227,0.00009327193,0.0002467218,0.00003142638],"domain_scores_gemma":[0.9996157,0.0001897521,0.000053777,0.00005511747,0.00007811966,0.000007547317],"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":[0.0002239577,0.0002259658,0.004078355,0.0004028267,0.00004047975,0.0001211164,0.0001061015,0.3652934,0.6015531,0.003671576,0.0004471219,0.02383598],"study_design_scores_gemma":[0.00001281175,0.0002064957,0.002091577,0.00001256252,0.00001468978,0.00005430824,0.00002239734,0.7030188,0.291822,0.001007222,0.001705081,0.00003211988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5143394,0.001309084,0.4745718,0.0002090249,0.00006224016,0.0002340386,0.00123916,0.000910622,0.007124704],"genre_scores_gemma":[0.9718968,0.0006969683,0.02473294,0.00002709681,0.000007451104,0.000317413,0.0005945795,0.00009993778,0.001626871],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001166578,"threshold_uncertainty_score":0.00453341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350876707779056,"score_gpt":0.2298203588592492,"score_spread":0.2163115917814586,"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."}}