{"id":"W2896976550","doi":"10.1016/j.ijmecsci.2018.10.047","title":"Effect of foam-filling on collapse mode transition of thin-walled circular columns under axial compression: Analytical, numerical and experimental studies","year":2018,"lang":"en","type":"article","venue":"International Journal of Mechanical Sciences","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Fundamental Research Funds for the Central Universities; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Diamond; Materials science; Yield (engineering); Stress (linguistics); Column (typography); RADIUS; Shell (structure); Finite element method; Mode (computer interface); Mechanics; Compression (physics); Expansion ratio; Composite material; Structural engineering; Physics; Engineering","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":[0.0001798043,0.0001761607,0.0001624857,0.0001886805,0.0002520586,0.0001931914,0.0002086466,0.0003052526,0.001631553],"category_scores_gemma":[0.0008549453,0.0001317138,0.0001357889,0.0001408702,0.0005252518,0.0003733748,0.0002024519,0.0002494883,0.0001274733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155268,"about_ca_system_score_gemma":0.0001458207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000805167,"about_ca_topic_score_gemma":0.000788855,"domain_scores_codex":[0.9998872,0.00001300547,0.00000578786,0.00001932472,0.00003070512,0.00004380072],"domain_scores_gemma":[0.9992759,0.0003759839,0.0001270146,0.00004439129,0.0001071288,0.00006965246],"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":[0.00125954,0.0001348704,0.001657604,0.00007638829,0.000005259359,0.0001624506,0.0001793107,0.001162338,0.9897144,0.000115812,0.00006086298,0.005470999],"study_design_scores_gemma":[0.00001582051,0.0005901933,0.01170136,0.00001577952,0.00001606336,0.00007612407,0.0001489728,0.009746435,0.9774013,0.00005102775,0.0002206362,0.00001624064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992793,0.0001007106,0.0003435384,0.000007737948,0.000003475856,0.000002707428,0.00002830707,0.0000137723,0.0002204136],"genre_scores_gemma":[0.9996886,0.00003365896,0.0001468206,0.000003199616,0.000001440106,0.000001841644,0.00001318383,0.000002768804,0.0001084315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001631553,"threshold_uncertainty_score":0.005458117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838752458941842,"score_gpt":0.3261047753860919,"score_spread":0.3077172507966735,"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."}}