{"id":"W4322731223","doi":"10.1109/mems49605.2023.10052235","title":"Modified Beam Structures for Improved Resonant Sensing","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sensitivity (control systems); Resonator; Beam (structure); Materials science; Electronic engineering; Computer science; Optoelectronics; Engineering; Structural engineering","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":[0.0003930122,0.000540508,0.0004211802,0.000278704,0.0002473116,0.0004569081,0.001074597,0.0009938064,0.002298627],"category_scores_gemma":[0.0005853229,0.0003903066,0.0002840921,0.0001438608,0.0003510863,0.000842259,0.0004720805,0.0006674872,0.001280089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316663,"about_ca_system_score_gemma":0.0002306032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001645338,"about_ca_topic_score_gemma":0.0005354938,"domain_scores_codex":[0.9996241,0.0000552523,0.00002853681,0.0001007335,0.0001524861,0.00003888556],"domain_scores_gemma":[0.9996173,0.000135348,0.000087477,0.00006199027,0.00007971285,0.00001815038],"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":[0.00002241299,0.00001390011,0.00005707334,0.00005980812,0.000005188463,0.00003483344,0.00002869258,0.000306002,0.9951254,0.00147887,0.0001151127,0.002752824],"study_design_scores_gemma":[0.00003476114,0.0002075927,0.0003932475,0.00001521061,0.00001396827,0.0001887269,0.00001757709,0.005460573,0.9844686,0.0003879704,0.008790247,0.00002151515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6148643,0.004042304,0.3642749,0.0008001037,0.0006088903,0.0003410904,0.0005823855,0.001430596,0.01305549],"genre_scores_gemma":[0.6740538,0.001246584,0.3184921,0.0005050902,0.00008118676,0.0003856298,0.0003720397,0.0001717048,0.004691827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002298627,"threshold_uncertainty_score":0.007689655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948272151403145,"score_gpt":0.2481275358329829,"score_spread":0.2286448143189514,"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."}}