{"id":"W2054798381","doi":"10.1007/s11071-011-0287-9","title":"Low-voltage closed loop MEMS actuators","year":2011,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Toronto; University of New Brunswick","funders":"","keywords":"Control theory (sociology); Resonator; Actuator; Chaotic; Voltage; Controller (irrigation); Bifurcation; Capacitor; Microelectromechanical systems; Physics; Computer science; Engineering; Electrical engineering; Optoelectronics; Control (management)","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":[0.0001958419,0.0003119335,0.0002526064,0.0002062657,0.0004133677,0.000872333,0.0008717223,0.0006676138,0.007132918],"category_scores_gemma":[0.0008741311,0.0001511307,0.000116959,0.0001032462,0.0003140449,0.0008454875,0.0003870208,0.0005152971,0.0009666595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003061243,"about_ca_system_score_gemma":0.0001668009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002431088,"about_ca_topic_score_gemma":0.000767593,"domain_scores_codex":[0.9996287,0.00003138196,0.00001308852,0.00007361202,0.0002214547,0.00003180943],"domain_scores_gemma":[0.9994187,0.0002805966,0.00006700341,0.00006291662,0.000144645,0.00002618376],"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":[0.000326605,0.00006480495,0.0004276246,0.0002077287,0.00001725918,0.0001269333,0.0001899347,0.001133797,0.9218833,0.003707129,0.001182647,0.07073226],"study_design_scores_gemma":[0.0001167184,0.0009012228,0.004860073,0.00009465956,0.00004815627,0.0008814298,0.0001477871,0.1040533,0.8516329,0.006043938,0.03116506,0.00005471645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.47028,0.002051745,0.4759593,0.001278079,0.0008695672,0.0001416352,0.0002696616,0.004008938,0.04514098],"genre_scores_gemma":[0.9709231,0.0001512261,0.0153445,0.0002438141,0.0001149795,0.0000335336,0.00005971036,0.0000875962,0.01304151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007132918,"threshold_uncertainty_score":0.023862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432666983065155,"score_gpt":0.233006373429458,"score_spread":0.2186797035988065,"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."}}