{"id":"W4389540825","doi":"10.17118/11143/21150","title":"The influence of functionally graded graphene reinforcements on thenonlinear vibration of postbuckled multiple through-the-width delaminationsof layered composite plates","year":2023,"lang":"en","type":"article","venue":"","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta","funders":"","keywords":"Materials science; Composite number; Composite material; Graphene; Vibration; Nonlinear system; Reinforcement; Structural engineering; Acoustics; Engineering; Physics; Nanotechnology","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":[0.0003002362,0.0001047445,0.0001279316,0.0000387991,0.0004279518,0.00005566205,0.0003244585,0.0000369047,0.0001073694],"category_scores_gemma":[0.00009462846,0.00005635073,0.00004880915,0.0003259731,0.0001873903,0.0001735155,0.00008839133,0.00004357491,0.00009173268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001108097,"about_ca_system_score_gemma":0.00002742172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003172079,"about_ca_topic_score_gemma":0.00003334588,"domain_scores_codex":[0.9988547,0.00006358146,0.000453579,0.0001584252,0.0003132154,0.0001564904],"domain_scores_gemma":[0.9988337,0.0003484247,0.0002445109,0.0003435447,0.0002096933,0.00002016515],"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":[0.0001342357,0.00003680345,0.0001223313,0.0000177783,0.00001468946,8.852805e-8,0.0002636011,0.03408477,0.9433804,0.02167672,0.0001879887,0.00008061075],"study_design_scores_gemma":[0.0005515237,0.0001924159,0.02581573,0.00004197231,0.00001749122,9.79219e-7,0.0003906963,0.009684652,0.9562311,0.006039734,0.0009085441,0.0001252177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997166,0.00001072013,0.0007760585,0.0009462447,0.0001063989,0.0004531039,0.00005289519,0.00006948144,0.0004191055],"genre_scores_gemma":[0.9984958,0.00004841166,0.0006343597,0.0001525626,0.00002520438,0.0000760504,0.00006568848,0.000009620707,0.0004922584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0256934,"threshold_uncertainty_score":0.3291502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099785573366962,"score_gpt":0.2492719819854499,"score_spread":0.2282741262517803,"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."}}