{"id":"W3131476925","doi":"10.1177/1099636221993865","title":"Characterization of the vibration, stability and static responses of graphene-reinforced sandwich plates under mechanical and thermal loadings using the refined shear deformation plate theory","year":2021,"lang":"en","type":"article","venue":"Journal of Sandwich Structures & Materials","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Killam Trusts","keywords":"Materials science; Deflection (physics); Composite material; Vibration; Buckling; Composite number; Volume fraction; Sandwich-structured composite; Plate theory; Structural engineering; Deformation (meteorology); Thermal; Material properties; Finite element method; Classical mechanics; Thermodynamics","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":[0.0005396738,0.0001393126,0.0003548973,0.00008323475,0.0001089616,0.00009121731,0.00009798659,0.00007984164,0.00009061869],"category_scores_gemma":[0.00008534342,0.00007864001,0.00006561002,0.0001869699,0.00007772844,0.0002992953,0.00004525256,0.00009210593,1.747946e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002369932,"about_ca_system_score_gemma":0.00004345059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006241651,"about_ca_topic_score_gemma":0.000003362504,"domain_scores_codex":[0.9985832,0.000256199,0.0007540778,0.00008308947,0.0002224173,0.0001009901],"domain_scores_gemma":[0.9989206,0.0001482005,0.0005157405,0.000154981,0.0002294818,0.00003105213],"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":[0.0002943967,0.000002626991,0.0001037968,0.0001110785,0.0001383266,4.052396e-7,0.0009093414,0.01660367,0.980577,0.001117447,0.000001424028,0.0001404749],"study_design_scores_gemma":[0.0003816147,0.00003644413,0.04463296,0.00008473682,0.000165937,0.00006267205,0.0002272679,0.008573949,0.9432918,0.002460473,0.000002006305,0.00008006825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867553,0.0001987085,0.01260361,0.00008097697,0.0002006894,0.0001104821,0.00003927107,0.000008197341,0.000002821847],"genre_scores_gemma":[0.9983296,0.0002108644,0.001335804,0.00004235277,0.0000531841,6.21273e-7,0.00001383759,0.00001244216,0.000001225792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04452916,"threshold_uncertainty_score":0.3206847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00834339848977666,"score_gpt":0.2145912645014917,"score_spread":0.206247866011715,"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."}}