{"id":"W2020108130","doi":"10.1117/12.475179","title":"<title>Control system design for a dielectric elastomer actuator: the sensory subsystem</title>","year":2002,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Capacitance; Materials science; Transducer; Elastomer; Dielectric; Voltage; SIGNAL (programming language); Actuator; Buckling; Acoustics; Electrode; Electrical engineering; Composite material; Optoelectronics; Engineering; Computer science; Physics","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":[0.0002389733,0.0002544951,0.0002031707,0.0001699273,0.000275006,0.0005522743,0.00056711,0.0003236975,0.005448401],"category_scores_gemma":[0.0003425945,0.0001069489,0.0001050958,0.000107085,0.0002280111,0.0002991559,0.0001808663,0.000280424,0.001460876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389693,"about_ca_system_score_gemma":0.0003878664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001220817,"about_ca_topic_score_gemma":0.0021098,"domain_scores_codex":[0.9998077,0.00001697847,0.00001187542,0.00005291274,0.00008672332,0.00002375917],"domain_scores_gemma":[0.9997169,0.00003690492,0.00003329665,0.00002533153,0.0001623039,0.00002523756],"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":[0.0002415734,0.00006818787,0.0006560191,0.0001902152,0.00001734622,0.0002169301,0.00008976179,0.002856016,0.9084727,0.001967686,0.003378823,0.08184469],"study_design_scores_gemma":[0.00007751901,0.001273473,0.003180193,0.000026619,0.00004022351,0.0004776876,0.00005617604,0.0904826,0.8680776,0.0004403591,0.03582704,0.00004040293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.261449,0.001080721,0.6984717,0.001036373,0.0007155817,0.0008690261,0.0005915201,0.006614856,0.0291712],"genre_scores_gemma":[0.8456734,0.0003547707,0.1266311,0.0002805463,0.0001545896,0.0001948449,0.0004121054,0.0001719734,0.02612665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005448401,"threshold_uncertainty_score":0.01822674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144777297092811,"score_gpt":0.2057606311049998,"score_spread":0.1912829013957187,"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."}}