{"id":"W4412524212","doi":"10.31438/trf.hh2024.10","title":"Q-ENHANCEMENT OF PIEZO-ON-SILICON MEMS RESONATORS THROUGH MODE-COUPLING TOPOLOGICAL TANK CONFIGURATIONS","year":2024,"lang":"en","type":"article","venue":"","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; École de technologie supérieure; CMC Microsystems","keywords":"Resonator; Microelectromechanical systems; Materials science; Mode (computer interface); Silicon; Coupling (piping); Optoelectronics; Topology (electrical circuits); Electronic engineering; Electrical engineering; Engineering; Computer science; Composite material","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":[0.0001522615,0.0003021288,0.0001746064,0.0002275646,0.0001520751,0.000329304,0.0005011609,0.0002173904,0.00115856],"category_scores_gemma":[0.0002184521,0.0001569098,0.0001517471,0.0001782239,0.0003475459,0.0005275629,0.0003951706,0.000205307,0.0002005837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002200218,"about_ca_system_score_gemma":0.0001303645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001738549,"about_ca_topic_score_gemma":0.0005507919,"domain_scores_codex":[0.9999123,0.00001470071,0.00000480347,0.00001743599,0.00003643307,0.00001430437],"domain_scores_gemma":[0.9998015,0.00006637526,0.00006820464,0.00001761455,0.00002920981,0.00001725489],"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":[0.00002684365,0.00000791103,0.0001601249,0.00002875156,0.000004380677,0.00004884084,0.0000253201,0.0003836226,0.9973419,0.0007320507,0.0000291524,0.001211053],"study_design_scores_gemma":[0.00002593336,0.0003474822,0.0008893747,0.000005957277,0.00001353218,0.0002174491,0.00006591153,0.01362416,0.9831024,0.0004089097,0.00128492,0.00001406815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720334,0.0002309011,0.02511973,0.00006974983,0.00002969222,0.00001856715,0.00003571657,0.0001380152,0.002324224],"genre_scores_gemma":[0.9874379,0.0001074749,0.01172469,0.00001413069,0.000008657378,0.00001233027,0.00002047075,0.00001735229,0.0006569431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00115856,"threshold_uncertainty_score":0.003875792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126478166746788,"score_gpt":0.2773283846216498,"score_spread":0.2560636029541819,"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."}}