{"id":"W2490346243","doi":"10.1007/978-3-319-31662-8_9","title":"Snap-Through Buckling of Micro/Nanobeams in Bistable Micro/Nanoelectromechanical Systems","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health; University of Toronto","funders":"","keywords":"Bistability; Nanoelectromechanical systems; Buckling; Materials science; Structural engineering; Nanotechnology; Engineering; Composite material; Optoelectronics; Nanoparticle","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":[0.0001257854,0.0003869062,0.000393494,0.0003144646,0.0004100808,0.0007774516,0.0007807881,0.0006446326,0.006150552],"category_scores_gemma":[0.000257609,0.0003317644,0.0002547092,0.0002486728,0.000790497,0.001087354,0.0007411925,0.000801883,0.001169795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004488347,"about_ca_system_score_gemma":0.0001576207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002524088,"about_ca_topic_score_gemma":0.0004564105,"domain_scores_codex":[0.9999198,0.000008612979,0.000002937542,0.0000169556,0.00004099187,0.00001071174],"domain_scores_gemma":[0.9999362,0.0000290623,0.00000518285,0.00001304712,0.000007884963,0.000008699579],"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":[0.0001702026,0.0001345352,0.0002256655,0.000721258,0.00005086356,0.000734109,0.0009967993,0.04121729,0.385204,0.360123,0.01466947,0.1957527],"study_design_scores_gemma":[0.00004453277,0.000244075,0.001544886,0.0002256716,0.00002960779,0.001065404,0.0003497153,0.2905204,0.1800885,0.4107724,0.1149828,0.0001320505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2411005,0.05402833,0.3009073,0.001905682,0.002001829,0.0001883683,0.0002536327,0.001774696,0.3978397],"genre_scores_gemma":[0.7022806,0.01095697,0.02635635,0.0004469783,0.0002559691,0.0001019116,0.0001713084,0.000437305,0.2589926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006150552,"threshold_uncertainty_score":0.02057564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266940975238067,"score_gpt":0.2217224048609358,"score_spread":0.2090529951085551,"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."}}