{"id":"W2167848526","doi":"10.1115/1.4004323","title":"Free Vibration of Single Layer Graphene Sheets: Lattice Structure Versus Continuum Plate Theories","year":2011,"lang":"en","type":"article","venue":"Journal of Nanotechnology in Engineering and Medicine","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Graphene; Materials science; Carbon nanotube; Finite element method; Lattice (music); Normal mode; Stiffness; Vibration; Composite material; Physics; Nanotechnology; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003415466,0.0001144147,0.0003552411,0.0003914915,0.00001664728,0.000004119121,0.0002398306,0.0001741119,0.00005021543],"category_scores_gemma":[0.0007038018,0.00008651296,0.00002549007,0.0002264319,0.0002219699,0.0001237561,0.00006068716,0.0002298509,1.510709e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002405181,"about_ca_system_score_gemma":0.00001535734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001681652,"about_ca_topic_score_gemma":0.00001912417,"domain_scores_codex":[0.999139,0.00001932268,0.0004396688,0.0001012657,0.0001505823,0.0001501571],"domain_scores_gemma":[0.9992421,0.0002015836,0.0002397601,0.0001889096,0.00009169474,0.00003592566],"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":[0.0002444126,0.00002217867,0.0002451333,0.00003737281,0.00002012912,0.00003071927,0.0006165828,0.0001507056,0.9946892,0.003482763,0.00002569024,0.0004350687],"study_design_scores_gemma":[0.00231788,0.001022636,0.0008926013,0.0002923434,0.00005875013,0.0001778212,0.0001980702,0.0001626256,0.9892374,0.005423536,0.0001218764,0.00009441862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936084,0.001677794,0.002814223,0.0003784149,0.001372748,0.00004908589,0.000005062629,0.00003220963,0.00006204827],"genre_scores_gemma":[0.9923428,0.0001121962,0.007426537,0.00001637755,0.00008793212,7.443861e-7,4.122289e-7,0.000009902562,0.000003155889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005451803,"threshold_uncertainty_score":0.3527896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343942108952909,"score_gpt":0.2245058976501512,"score_spread":0.2110664765606221,"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."}}