{"id":"W2892294326","doi":"10.1109/omn.2018.8454551","title":"Effect of Perforation Ratio on the Actuation Voltage Reduction of a Tri-Electrode Electrostatic Actuator","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Electrode; Actuator; Materials science; Voltage; Voltage reduction; Reduction (mathematics); Microelectromechanical systems; Perforation; Optoelectronics; Electrical engineering; Composite material; Engineering; 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":[0.0003030205,0.0004585358,0.0003345196,0.0002657003,0.0001231574,0.0004080612,0.0005074491,0.000408525,0.0010367],"category_scores_gemma":[0.001289385,0.0002331201,0.0001985301,0.0002874191,0.0002993091,0.0005732786,0.0002994042,0.0003402438,0.0002148269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297371,"about_ca_system_score_gemma":0.00009514443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007421758,"about_ca_topic_score_gemma":0.00008723614,"domain_scores_codex":[0.9996178,0.00005686238,0.0000421872,0.00008138173,0.0001313865,0.00007026659],"domain_scores_gemma":[0.9989913,0.0004497823,0.0002420063,0.0001119379,0.0001506893,0.00005432954],"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":[0.0001351763,0.00001453006,0.0001720878,0.00007809254,0.000009409815,0.0001282162,0.00003123414,0.0009533819,0.9943236,0.0001196148,0.00002839822,0.004006356],"study_design_scores_gemma":[0.00001032146,0.000568133,0.001464273,0.000007762406,0.00002601257,0.0002227235,0.00003948645,0.004549921,0.9924319,0.00005228546,0.0006155728,0.0000116526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865395,0.0009212156,0.01058105,0.00006437588,0.00004985635,0.00001747084,0.00004889857,0.0001370916,0.00164044],"genre_scores_gemma":[0.9952433,0.0003195682,0.004173947,0.000016874,0.000007564513,0.000008499699,0.00002270242,0.0000163893,0.0001911875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0010367,"threshold_uncertainty_score":0.003468096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005527628603184216,"score_gpt":0.2335211689819516,"score_spread":0.2279935403787674,"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."}}