{"id":"W2747957985","doi":"10.3390/mi8090263","title":"Nonlinear Robust Adaptive Multi-Modal Vibration Control of Bi-Electrode Micro-Switch with Constraints on the Input","year":2017,"lang":"en","type":"article","venue":"Micromachines","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Ministry of Science Research and Technology; Shiraz University","keywords":"Control theory (sociology); Nonlinear system; Vibration; Voltage; Impulse (physics); Controller (irrigation); Engineering; Computer science; Physics; Acoustics; Classical mechanics","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":[0.0001892733,0.0004367578,0.0002377121,0.00008310546,0.0001881758,0.0003476426,0.0004564555,0.0002910211,0.0006530421],"category_scores_gemma":[0.0002631753,0.0001413849,0.0001930312,0.00010578,0.0002629323,0.0002348423,0.0003509632,0.0003120643,0.00006811026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156504,"about_ca_system_score_gemma":0.0001864592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001594944,"about_ca_topic_score_gemma":0.001744739,"domain_scores_codex":[0.9999181,0.00001505131,0.000003750563,0.00002560147,0.00002616666,0.00001132497],"domain_scores_gemma":[0.9999199,0.00003020632,0.00002021361,0.000006442322,0.00001790918,0.000005346295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002477751,0.00009338709,0.001024169,0.0002026459,0.00007540134,0.0002487664,0.0001718809,0.7374057,0.1798685,0.01189431,0.0008686719,0.06789876],"study_design_scores_gemma":[0.000006360855,0.00004923707,0.0001933407,0.000001664638,0.000004024789,0.00001090235,0.000007036951,0.9961845,0.002946988,0.0003920966,0.0002011342,0.000002711339],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2312667,0.0005226213,0.7606929,0.0002506859,0.0001117665,0.0000340746,0.00003193701,0.0002354799,0.00685383],"genre_scores_gemma":[0.9896445,0.00007296644,0.008830907,0.00001583266,0.000008869553,0.00002643514,0.00001085879,0.000005774297,0.001383788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001594944,"threshold_uncertainty_score":0.003171325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707157998488294,"score_gpt":0.2439676886729322,"score_spread":0.2268961086880493,"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."}}