{"id":"W4402438702","doi":"10.11159/icmie24.161","title":"Dynamic Analysis of Fluid-Filled Ring-Stiffened Conical Shells","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conical surface; Ring (chemistry); Materials science; Structural engineering; Computer science; Composite material; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002421827,0.0003759755,0.0004637949,0.0004969102,0.0002778232,0.0005246071,0.0006695141,0.0006293044,0.000818633],"category_scores_gemma":[0.0005059499,0.0001879372,0.0005177542,0.0001638683,0.0008078307,0.000503746,0.000640876,0.0002391696,0.0001623189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003486943,"about_ca_system_score_gemma":0.0004800896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361231,"about_ca_topic_score_gemma":0.0007868753,"domain_scores_codex":[0.9998478,0.000030709,0.000007174387,0.00002832669,0.00006619482,0.00001982314],"domain_scores_gemma":[0.9998804,0.00003457128,0.00003517362,0.00001294896,0.00002621263,0.00001062093],"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":[0.00004381224,0.00002470133,0.0007053507,0.0000603751,0.00001734427,0.0002484572,0.00009521391,0.9223012,0.04895333,0.0206193,0.0001464549,0.006784453],"study_design_scores_gemma":[0.000002472334,0.00001254181,0.0001558304,0.00000278731,0.000002172901,0.0000303921,0.00001085864,0.9970482,0.001665229,0.000856837,0.0002082095,0.000004418047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2493617,0.0003477243,0.7384053,0.0001495324,0.00003212979,0.00006132537,0.0001009281,0.0002025347,0.0113388],"genre_scores_gemma":[0.9748123,0.0002174609,0.01910683,0.00002506956,0.000009118484,0.00006574042,0.00004782831,0.00002854102,0.005687124],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001361231,"threshold_uncertainty_score":0.002738595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003717918886552343,"score_gpt":0.1950193653265249,"score_spread":0.1913014464399726,"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."}}