{"id":"W885282130","doi":"10.5281/zenodo.15439307","title":"EXACT BUCKLING SOLUTION OF COMPOSITE WEB/FLANGE ASSEMBLY","year":2013,"lang":"en","type":"article","venue":"Espace ÉTS (ETS)","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Buckling; Fuselage; Flange; Structural engineering; Aerospace; Orthotropic material; Composite number; Specific modulus; Stiffness; Engineering; Curvature; Materials science; Composite material; Finite element method; Aerospace engineering; Mathematics; Geometry","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":[0.00006774327,0.0001409722,0.0002129761,0.0001420358,0.00005100719,0.00005124176,0.000108365,0.00007695955,0.0002214165],"category_scores_gemma":[0.000008322814,0.0001354601,0.00008916241,0.0002539834,0.00001474036,0.0002015681,0.00002832616,0.0001085373,0.00007991705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005376243,"about_ca_system_score_gemma":0.000007348241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001357893,"about_ca_topic_score_gemma":0.0001054318,"domain_scores_codex":[0.9992832,0.00002320253,0.000204945,0.0001382499,0.0001593152,0.0001911012],"domain_scores_gemma":[0.9995467,0.00003251091,0.00006026171,0.0002207675,0.00007950353,0.00006023821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000785169,0.00002228681,0.003560914,0.00008284802,0.0001353214,0.000002022617,0.0006336535,0.3787086,0.6065691,0.0002129748,0.004447021,0.005617436],"study_design_scores_gemma":[0.0002932677,0.00002637918,0.02255159,0.00005151157,0.00007283605,0.000004119308,0.00005955593,0.9471626,0.0266133,0.00003941202,0.002870039,0.0002554183],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568966,0.000546079,0.0348223,0.0002278011,0.0002542359,0.0001750874,0.000005191661,0.0002031496,0.006869558],"genre_scores_gemma":[0.9957659,0.00007466973,0.003757595,0.00002374263,0.0001032873,0.000006626854,0.0000315509,0.00002555152,0.0002110924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5799558,"threshold_uncertainty_score":0.5523904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005364882856794602,"score_gpt":0.2058432969510516,"score_spread":0.200478414094257,"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."}}