{"id":"W1977449731","doi":"10.1115/pvp2009-77524","title":"Buckling Analysis of an Orthotropic Elliptical Toroidal Shell","year":2009,"lang":"en","type":"article","venue":"","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Orthotropic material; Buckling; Toroid; Shell (structure); Vibration; Materials science; Structural engineering; Parametric statistics; Mathematics; Finite element method; Composite material; Physics; Engineering; Acoustics; Plasma","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":[0.00003305796,0.00007593992,0.0002087994,0.0002047978,0.00001400123,0.00001865002,0.00007189294,0.00004128931,0.0004084352],"category_scores_gemma":[0.000002735301,0.00006645337,0.0001198819,0.0006378126,0.000006345306,0.00008108854,0.000004034171,0.0000460537,0.000001949857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001695085,"about_ca_system_score_gemma":0.00000254245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001267306,"about_ca_topic_score_gemma":0.00008193884,"domain_scores_codex":[0.9994943,0.000008471087,0.0001951392,0.0001004059,0.0001024295,0.0000992564],"domain_scores_gemma":[0.9997154,0.000009615545,0.00001553112,0.0001755307,0.00003429076,0.0000496663],"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":[0.000002542424,0.00001255578,0.0009219964,0.000002343344,0.0002401849,9.799529e-7,0.00006803664,0.9775955,0.01239261,0.001022718,0.00001009264,0.007730412],"study_design_scores_gemma":[0.00005614342,0.00003178929,0.02958911,0.000001128782,0.0005739459,3.578459e-7,0.00001142435,0.9653078,0.004175132,0.00006685698,0.0001043916,0.00008187318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8674633,0.00006866711,0.1259221,0.00001260733,0.00002837056,0.00002361817,0.000001496314,0.00009204289,0.006387867],"genre_scores_gemma":[0.9877402,0.00002006907,0.01208525,0.00002855692,0.000040455,2.123685e-7,0.00003613973,0.000004852241,0.00004422711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.120277,"threshold_uncertainty_score":0.4472079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002732138245260137,"score_gpt":0.2038753488178409,"score_spread":0.2011432105725807,"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."}}