{"id":"W2473809410","doi":"10.1115/detc2015-46860","title":"Nonlinear Vibration of Carbon Nanotube Resonators Considering Higher Modes","year":2015,"lang":"en","type":"article","venue":"","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Galerkin method; Vibration; Timoshenko beam theory; Nonlinear system; Boundary value problem; Beam (structure); Carbon nanotube; Mechanics; Bernoulli's principle; Physics; Nonlinear resonance; Differential equation; Position (finance); Euler's formula; Materials science; Classical mechanics; Mathematical analysis; Mathematics; Acoustics; Composite material; Optics; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003941204,0.0000655908,0.000107975,0.00006563223,0.000008673182,0.00001143771,0.00003491555,0.00003855098,0.00003620266],"category_scores_gemma":[0.000005555047,0.00005846364,0.00002679752,0.0001345301,0.000008958396,0.00006663246,0.00001102328,0.00003303065,0.000001067772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002585146,"about_ca_system_score_gemma":0.000008722736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005570072,"about_ca_topic_score_gemma":0.0000335689,"domain_scores_codex":[0.9996117,0.000007688256,0.0001470879,0.0000662829,0.0001020058,0.00006528234],"domain_scores_gemma":[0.9997749,0.000009672096,0.0000178017,0.0001025806,0.00005817845,0.00003689279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004548534,0.000004703821,0.0007837223,0.00001313001,0.00003445695,6.741719e-7,0.0001362746,0.9798009,0.01740518,0.001200315,0.0001847262,0.000431305],"study_design_scores_gemma":[0.0001449117,0.00001240207,0.0001867461,0.000006029571,0.00001959402,6.375017e-7,0.00004187829,0.9124011,0.08596554,0.0002279986,0.0009102369,0.00008292691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350076,0.0003420816,0.01865855,0.00005399278,0.0002136547,0.00006971259,0.00000208387,0.0001978452,0.04545448],"genre_scores_gemma":[0.9862255,0.000008689962,0.01359592,0.00001405349,0.00004793809,9.997503e-7,0.000009543972,0.0000115594,0.00008583354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06856036,"threshold_uncertainty_score":0.2384078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293868293756145,"score_gpt":0.2106469871871339,"score_spread":0.1977083042495724,"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."}}