{"id":"W2096033498","doi":"10.1177/1077546313497243","title":"Experimental study on the control of a novel vibration isolator via adaptive backstepping","year":2013,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Backstepping; Controller (irrigation); Nonlinear system; Adaptive control; Convergence (economics); Isolator; Actuator; Vibration isolation; Vibration control; Vibration; Computer science; Control engineering; Engineering; Control (management); Artificial intelligence; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002698425,0.0001446184,0.0003108773,0.00008419295,0.00008723865,0.00007340172,0.0001011293,0.00006560336,0.0001659144],"category_scores_gemma":[0.00005217966,0.00008605992,0.00009266678,0.00008446586,0.00003979094,0.0004527773,0.000007287016,0.0001769698,0.000007111439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002358764,"about_ca_system_score_gemma":0.00001780854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004136999,"about_ca_topic_score_gemma":0.000001172446,"domain_scores_codex":[0.9988765,0.0001045149,0.000569494,0.00008802931,0.0002405054,0.0001209258],"domain_scores_gemma":[0.9992059,0.0002515361,0.0001974883,0.00009668998,0.0001711381,0.00007717294],"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":[0.0002857748,0.0004652303,0.0003853492,0.000004860911,0.000265214,0.000001432104,0.0007235527,0.009404875,0.9844667,0.002706681,0.0001727188,0.00111759],"study_design_scores_gemma":[0.009279794,0.003541804,0.01633809,0.00003963053,0.00007629178,0.00001823036,0.00234507,0.9494531,0.0185355,0.0001506465,0.00004047635,0.0001813831],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3280385,0.0003008836,0.6697033,0.0009385739,0.0001938554,0.0005903868,0.000003807666,0.00001958331,0.000211176],"genre_scores_gemma":[0.9988259,0.000004911475,0.0001987275,0.0007358533,0.0001772858,0.00003597878,4.386995e-7,0.00001111481,0.000009754986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9659312,"threshold_uncertainty_score":0.3509422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457618461433535,"score_gpt":0.2187863389482041,"score_spread":0.2042101543338688,"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."}}