{"id":"W2086384560","doi":"10.1109/nano.2013.6721050","title":"Analysis of nonlinear oscillation of circular curved carbon nanotube","year":2013,"lang":"en","type":"article","venue":"","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Nonlinear system; Galerkin method; Curvature; Mathematical analysis; Boundary value problem; Oscillation (cell signaling); Timoshenko beam theory; Vibration; Differential equation; Bernoulli's principle; Amplitude; Mechanics; Mathematics; Classical mechanics; Physics; Geometry; Acoustics; Optics","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":[0.0001354827,0.00009382614,0.0003187273,0.000183245,0.00002635539,0.00001342131,0.0001569586,0.0000591563,0.001617576],"category_scores_gemma":[0.00006269632,0.00006920203,0.0001211548,0.0005603727,0.0001271913,0.00007291813,0.00004302924,0.00003045415,0.00001613844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001006908,"about_ca_system_score_gemma":0.0000175168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002375335,"about_ca_topic_score_gemma":0.00008240238,"domain_scores_codex":[0.9990308,0.00004784931,0.0003576469,0.0001806802,0.000231923,0.0001511237],"domain_scores_gemma":[0.9993076,0.0000673223,0.000156724,0.0002326492,0.000192099,0.00004358237],"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":[0.000004628019,0.00002664933,0.03272919,0.00002500929,0.00007440607,1.681554e-7,0.0001139303,0.001310307,0.9653332,0.0001940146,0.00001487194,0.0001736004],"study_design_scores_gemma":[0.000149364,0.00004699947,0.08724505,0.000009112155,0.0002819382,5.374542e-7,0.00005979048,0.02171729,0.8898821,0.0004468648,0.00005107221,0.000109828],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979461,0.00003893399,0.0007817839,0.00003230327,0.0001241955,0.0001124195,0.00002734773,0.00001905659,0.0009178114],"genre_scores_gemma":[0.9973338,0.000003566946,0.00250223,0.00002595193,0.00002087735,0.000002587738,0.00001478332,0.000004577301,0.0000916111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07545108,"threshold_uncertainty_score":0.9992951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009211065722835364,"score_gpt":0.2237092378484362,"score_spread":0.2144981721256008,"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."}}