{"id":"W6991275502","doi":"","title":"FE analysis of plastic buckling of plates with initial imperfections and simulation of experiments","year":2007,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Buckling; Plasticity; Range (aeronautics); Plasticity theory; Finite element method","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003885612,0.0005661106,0.0005240816,0.000725135,0.0005373322,0.0004235311,0.0009372383,0.001090758,0.003278947],"category_scores_gemma":[0.001846374,0.0004648403,0.0004544639,0.0004414928,0.0008145153,0.000399747,0.0003695946,0.0006083786,0.0003212665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006942651,"about_ca_system_score_gemma":0.0005338218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007301212,"about_ca_topic_score_gemma":0.006483811,"domain_scores_codex":[0.9997817,0.00003084298,0.00001081737,0.00002340302,0.0001089169,0.00004429181],"domain_scores_gemma":[0.9990187,0.0005393715,0.00008648885,0.0001502052,0.0001583935,0.00004684181],"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":[0.0001010996,0.0000710575,0.001325968,0.0001179367,0.00001856365,0.0001716313,0.0000948973,0.981492,0.01104778,0.001661577,0.0005971323,0.003300433],"study_design_scores_gemma":[0.000008564585,0.0000298076,0.001067675,0.000008624304,0.000004122105,0.00002330617,0.00001744149,0.995912,0.002464452,0.0002365702,0.0002196335,0.000007922306],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306427,0.0004607052,0.0363216,0.0002466781,0.00006185773,0.0001290897,0.0009884813,0.0007853851,0.03036354],"genre_scores_gemma":[0.9906622,0.00008303547,0.006699368,0.00001967026,0.000006919302,0.00005855958,0.0002461645,0.00006342975,0.002160585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007301212,"threshold_uncertainty_score":0.01451743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008484239327903782,"score_gpt":0.260499183741875,"score_spread":0.2520149444139712,"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."}}