{"id":"W2024181465","doi":"10.1016/j.compositesb.2014.08.017","title":"Nonlinear vibration analysis of nonlocal nanowires","year":2014,"lang":"en","type":"article","venue":"Composites Part B Engineering","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Vibration; Natural frequency; Galerkin method; Nonlinear system; Oscillation (cell signaling); Amplitude; Multiple-scale analysis; Perturbation (astronomy); Timoshenko beam theory; Classical mechanics; Mathematical analysis; Physics; Mechanics; Mathematics; Quantum mechanics","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":[0.0001357994,0.0001400487,0.0003102134,0.0001957383,0.00006071258,0.00003828177,0.000194492,0.00005373,0.0001273726],"category_scores_gemma":[0.00006040105,0.0001242839,0.0001131989,0.0004390642,0.00005208652,0.00009488636,0.00005952011,0.00006255202,0.00002554813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001207857,"about_ca_system_score_gemma":0.000006819037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001784051,"about_ca_topic_score_gemma":0.0000106039,"domain_scores_codex":[0.9990982,0.00002622814,0.0002898342,0.0002039778,0.0001683174,0.0002134065],"domain_scores_gemma":[0.9994269,0.0001664622,0.00007235313,0.0002123051,0.00005302436,0.0000689573],"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":[0.000007253099,0.00002105276,0.0009152488,0.00002765875,0.00005832778,5.117856e-7,0.00005587344,0.1739169,0.8238597,0.0009135835,0.00003471664,0.0001892403],"study_design_scores_gemma":[0.00007405742,0.00003814555,0.001867426,0.00001983257,0.0001405097,0.000001254213,0.000001970191,0.4301309,0.5662845,0.00001004554,0.00132866,0.0001027453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8155874,0.00006185848,0.1837711,0.00002334039,0.0003192115,0.00004741447,0.00002734566,0.00007539634,0.00008696252],"genre_scores_gemma":[0.9845285,0.000002584277,0.01521287,0.00003609095,0.0001395343,0.000003868241,0.0000471298,0.00001085886,0.00001850346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2575752,"threshold_uncertainty_score":0.506815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005672686919932261,"score_gpt":0.2039641745424472,"score_spread":0.1982914876225149,"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."}}