{"id":"W2606753568","doi":"10.1115/1.4036452","title":"Stability of Ring-Type MEMS Gyroscopes Subjected to Stochastic Angular Speed Fluctuation","year":2017,"lang":"en","type":"article","venue":"Journal of vibration and acoustics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Motors (Canada); Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Western University; Ministry of Higher Education and Scientific Research","keywords":"Gyroscope; Control theory (sociology); Noise (video); Physics; Stability (learning theory); Angular velocity; Parametric statistics; White noise; Mechanics; Mathematics; Classical mechanics; Computer science; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003978684,0.0002245234,0.0003274944,0.000224563,0.0002136939,0.000290975,0.0002355941,0.0003212984,0.0003314028],"category_scores_gemma":[0.001903912,0.0001012308,0.0001975352,0.0001125817,0.0004865561,0.0002205965,0.0002865651,0.0002047272,0.00005499915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002335742,"about_ca_system_score_gemma":0.0001940545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009820332,"about_ca_topic_score_gemma":0.0006587731,"domain_scores_codex":[0.9998096,0.00003560099,0.00001216948,0.00004272395,0.00006967092,0.00003023506],"domain_scores_gemma":[0.9991494,0.0004485013,0.0001751955,0.00007898766,0.0001072364,0.00004061356],"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":[0.001177585,0.00008098975,0.01928778,0.0002409028,0.0001171458,0.0008333427,0.0006374543,0.336396,0.6188731,0.003501894,0.0002549648,0.01859877],"study_design_scores_gemma":[0.00001222473,0.0003778004,0.01289752,0.00001363797,0.0000163702,0.0001144812,0.00007906178,0.9032258,0.08265111,0.0003684263,0.0002240636,0.00001937806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917222,0.0001042966,0.007611262,0.00003552128,0.000009248851,0.000006415149,0.00003208542,0.00005611946,0.000422893],"genre_scores_gemma":[0.9995558,0.00001961219,0.0003405823,0.000001970122,8.426209e-7,0.000002367978,0.000009844244,0.000002173489,0.00006689363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009820332,"threshold_uncertainty_score":0.002104104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934414994856303,"score_gpt":0.2661564773946494,"score_spread":0.2468123274460864,"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."}}