{"id":"W4402792254","doi":"10.1007/s40571-024-00828-6","title":"Multiscale analysis of elastodynamics of graphene-embedded ceramic composite plates","year":2024,"lang":"en","type":"article","venue":"Computational Particle Mechanics","topic":"Composite Material Mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Graphene; Materials science; Composite number; Composite material; Ceramic; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001822917,0.0003887565,0.0003736819,0.0005074684,0.0003808313,0.0007587948,0.0006256698,0.000913912,0.001365159],"category_scores_gemma":[0.0006313241,0.0002526226,0.0004848902,0.0002623531,0.001072122,0.0004318352,0.0006263661,0.0006032625,0.0001225353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005606856,"about_ca_system_score_gemma":0.0004831154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004327946,"about_ca_topic_score_gemma":0.003246871,"domain_scores_codex":[0.9998846,0.00002462666,0.000003385957,0.0000184024,0.00003929624,0.00002967127],"domain_scores_gemma":[0.9998004,0.00008718442,0.00003284009,0.0000181707,0.00003218375,0.00002925343],"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":[0.00009562597,0.00008817227,0.0009844563,0.0000585352,0.00004371275,0.0002691533,0.00006533811,0.9419248,0.02907729,0.02430233,0.0004217424,0.002668903],"study_design_scores_gemma":[0.000004552644,0.000009085569,0.0005656356,0.000002282166,0.000002725663,0.00001331397,0.00001221437,0.997664,0.000593303,0.001042929,0.00008337502,0.000006513164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792651,0.0005048435,0.09275683,0.0007234961,0.0001447803,0.00005135686,0.0001889595,0.0002393972,0.0261253],"genre_scores_gemma":[0.9945952,0.00007941447,0.003413207,0.0000380799,0.00002512462,0.00001485635,0.0000314018,0.00002665615,0.001776158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004327946,"threshold_uncertainty_score":0.00860554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007065754666889695,"score_gpt":0.2290974282110639,"score_spread":0.2220316735441742,"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."}}