{"id":"W4413738910","doi":"10.1016/j.tws.2025.113895","title":"Orthotropic structural response and multi-mode failure mechanism of CFRP-foam corrugated sandwich structure under lateral pressure loading","year":2025,"lang":"en","type":"article","venue":"Thin-Walled Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"Natural Science Foundation of Hunan Province; Central South University; National Natural Science Foundation of China","keywords":"Orthotropic material; Structural engineering; Failure mechanism; Mechanism (biology); Materials science; Failure mode and effects analysis; Sandwich-structured composite; Metal foam; Composite material; Mode (computer interface); Core (optical fiber); Engineering; Finite element method; Computer science; Aluminium; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002414247,0.0003211906,0.0001904476,0.000366469,0.0002534368,0.0001831061,0.0003270791,0.0005113853,0.001750335],"category_scores_gemma":[0.0005709199,0.000224502,0.0001878239,0.0001589449,0.0006324252,0.0002325229,0.0001751913,0.0002164425,0.0001948597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276996,"about_ca_system_score_gemma":0.0001099068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007144389,"about_ca_topic_score_gemma":0.0007810423,"domain_scores_codex":[0.9998212,0.00002168011,0.0000063095,0.00003101194,0.00007406678,0.00004570247],"domain_scores_gemma":[0.9995963,0.000111099,0.00009100419,0.00004622921,0.0001075315,0.00004787961],"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":[0.0004338151,0.00006046866,0.003494112,0.000053065,0.00001143438,0.0007055362,0.0002860373,0.01585454,0.9739415,0.0004191111,0.0001993675,0.004541105],"study_design_scores_gemma":[0.00003740559,0.0009014651,0.07185655,0.0000230525,0.00004284182,0.0007317381,0.0006506391,0.367881,0.5569216,0.0004134135,0.0004746418,0.00006565882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982516,0.00002670133,0.001149225,0.00001146858,0.000004980762,0.000002625879,0.00001986041,0.00002868151,0.0005047722],"genre_scores_gemma":[0.9995688,0.000007396765,0.0002000927,0.0000030749,8.667432e-7,0.000002268487,0.00001215758,0.000002666327,0.0002028208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001750335,"threshold_uncertainty_score":0.005855501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004834297931296059,"score_gpt":0.2272394605893537,"score_spread":0.2224051626580576,"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."}}