{"id":"W4386303210","doi":"10.18280/mmep.100410","title":"A Variational Formulation for Coupled Single-Walled Carbon Nanotubes Undergoing Vibrations in the Presence of an Axial Magnetic Field","year":2023,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Inyuvesi Yakwazulu-Natali; National Research Foundation","keywords":"Carbon nanotube; Vibration; Magnetic field; Field (mathematics); Materials science; Carbon fibers; Physics; Nanotechnology; Classical mechanics; Composite material; Quantum mechanics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001904655,0.00008952072,0.0001343232,0.0001125388,0.0000357645,0.00004280377,0.00006502443,0.00005328509,0.000002784987],"category_scores_gemma":[0.00005901106,0.00007358296,0.00003036335,0.0002371033,0.000004284534,0.00008192329,0.000008628645,0.00006022202,1.879274e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001183554,"about_ca_system_score_gemma":0.000005138833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009232386,"about_ca_topic_score_gemma":0.00001090564,"domain_scores_codex":[0.9994,0.000008437183,0.000252698,0.00009770531,0.0001134952,0.0001276731],"domain_scores_gemma":[0.999275,0.0005611448,0.00001937073,0.00009780881,0.00002573398,0.00002092054],"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":[0.000003210305,0.0000128501,0.000005967763,0.0002751368,0.000009635816,1.489661e-7,0.001127585,0.985624,0.003526244,0.009284711,0.000001343879,0.0001291542],"study_design_scores_gemma":[0.0001828018,0.00006885953,0.00002466465,0.00007760576,0.00002260605,0.000001413107,0.0000315085,0.9864043,0.0002358167,0.01286393,0.00000461412,0.00008189143],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2510341,0.00004391083,0.7485109,0.00005178263,0.00002910656,0.0001970006,0.00000138515,0.0000740116,0.0000578607],"genre_scores_gemma":[0.9694831,0.00002251761,0.03036665,0.000003578198,0.000031241,0.00005049623,0.00002310168,0.0000142756,0.000005011739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7184491,"threshold_uncertainty_score":0.3000626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626766993749788,"score_gpt":0.2056913373874908,"score_spread":0.1894236674499929,"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."}}