{"id":"W4205178721","doi":"10.1007/s42452-021-04922-9","title":"Adaptive opto-electromechanical silicon-on-insulator increased bandwidth accelerometer","year":2022,"lang":"en","type":"article","venue":"SN Applied Sciences","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College","funders":"","keywords":"Accelerometer; Bandwidth (computing); Silicon on insulator; Voltage; Acoustics; Materials science; Electronic engineering; Silicon; Computer science; Engineering; Electrical engineering; Physics; Optoelectronics; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005423272,0.0001979807,0.0002563288,0.0001028864,0.0007759021,0.00008189287,0.0006625151,0.00003084058,0.006546774],"category_scores_gemma":[0.00001513805,0.0001552291,0.0001227586,0.0007628427,0.0001607305,0.00006307093,0.0003147037,0.0003881277,0.0001515981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004483605,"about_ca_system_score_gemma":0.0001295949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003968524,"about_ca_topic_score_gemma":5.395773e-7,"domain_scores_codex":[0.9977984,0.00007122008,0.0002399239,0.0006017056,0.0007454996,0.0005432192],"domain_scores_gemma":[0.9991326,0.0002956268,0.0000812683,0.0002184433,0.00001843238,0.0002535929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008941726,0.0002450681,0.0002237002,0.000001284374,0.00002593502,0.000001362142,0.00003879351,0.00005627414,0.01298422,0.9677857,0.0003217228,0.01822659],"study_design_scores_gemma":[0.003767646,0.004493205,0.002009737,0.00002069016,0.00009725141,0.000004236345,0.003074593,0.0273458,0.1579037,0.7546362,0.04457083,0.002076093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8963428,0.00002048468,0.00234729,0.0002857179,0.0002116222,0.0004328273,0.00006465246,0.00007957651,0.100215],"genre_scores_gemma":[0.9981269,3.965757e-7,0.0007409969,0.0006094252,0.0001366535,0.0002076444,0.000009252406,0.0000127355,0.0001559871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2131494,"threshold_uncertainty_score":0.9943614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210289136924858,"score_gpt":0.2510239775210841,"score_spread":0.2289210861518355,"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."}}