{"id":"W1983232146","doi":"10.1109/nano.2013.6720963","title":"Periodic solutions for nonlinear oscillations of nanowires using variational iteration method","year":2013,"lang":"en","type":"article","venue":"","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Nanowire; Galerkin method; Nonlinear system; Oscillation (cell signaling); Vibration; Timoshenko beam theory; Amplitude; Mathematical analysis; Nonlinear Oscillations; Work (physics); Physics; Materials science; Classical mechanics; Mechanics; Mathematics; Nanotechnology; Acoustics; Optics; Quantum mechanics; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002159017,0.0000893036,0.0001323802,0.0000727151,0.0003836945,0.0000794872,0.00009847382,0.00005467085,0.00152859],"category_scores_gemma":[0.000138645,0.00007097784,0.00006511992,0.0001146845,0.00007955925,0.0002595095,0.0000410888,0.00002877863,0.00002996304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002225077,"about_ca_system_score_gemma":0.00007529026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002957371,"about_ca_topic_score_gemma":0.00003489199,"domain_scores_codex":[0.9991306,0.00004995805,0.0002949974,0.000170489,0.0001410705,0.0002128802],"domain_scores_gemma":[0.9992353,0.0002177846,0.0001057629,0.0001095124,0.0002885524,0.00004309885],"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":[0.000004739609,0.00002681198,0.0001777547,0.00001646619,0.000006371326,2.466184e-8,0.000175534,0.006315204,0.9707825,0.02170384,0.0005075369,0.0002832165],"study_design_scores_gemma":[0.0005015586,0.00009983015,0.005739916,0.00002840031,0.00006104691,0.00001357136,0.000133993,0.5308983,0.4336372,0.02671043,0.001916667,0.0002591389],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3819908,0.00001766598,0.6168714,0.0002484325,0.0002757524,0.0002634424,0.0001665497,0.0000247282,0.0001412106],"genre_scores_gemma":[0.3899264,6.238516e-7,0.6096063,0.00008079125,0.0001332188,0.00002236785,0.00003919345,0.000005821138,0.0001852645],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5371453,"threshold_uncertainty_score":0.9993842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024125539474639,"score_gpt":0.2924688950587488,"score_spread":0.2622276396640024,"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."}}