{"id":"W7144182055","doi":"10.24561/00018890","title":"Reliability-based design for buckling strength of stiffened steel plates : ultimate and serviceability limit states","year":2019,"lang":"en","type":"dissertation","venue":"Institutional Repositories DataBase (IRDB)","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serviceability (structure); Buckling; Limit state design; Limit (mathematics); Welding; Limit load","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005361578,0.0005975013,0.0008938495,0.0002252859,0.0003460569,0.0001343673,0.000354558,0.0005312893,0.00002896186],"category_scores_gemma":[0.0007651098,0.0005419608,0.0002864259,0.0003322463,0.0002689883,0.0005477783,0.00004774718,0.0005795155,0.000003988916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003091942,"about_ca_system_score_gemma":0.0004528566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007498045,"about_ca_topic_score_gemma":0.0003352338,"domain_scores_codex":[0.9970995,0.00009619255,0.001084883,0.0007729938,0.0005637511,0.0003826675],"domain_scores_gemma":[0.9961539,0.001655564,0.0003041475,0.0008039564,0.0009353127,0.0001471369],"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":[0.002461141,0.0002963895,0.001495154,0.02610207,0.001204252,0.00001651488,0.00117817,0.9169286,0.04540078,0.002924852,0.0004084808,0.001583593],"study_design_scores_gemma":[0.001690902,0.0002948821,0.005210849,0.00251246,0.001293645,0.0000135444,0.001563572,0.6752923,0.3061225,0.001988945,0.002530145,0.001486259],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773826,0.001440792,0.01058638,0.00003656848,0.003176679,0.001307304,0.005595732,0.0002724215,0.0002015221],"genre_scores_gemma":[0.9520789,0.0003078857,0.02841098,0.00001693868,0.0002339831,0.00017932,0.01852634,0.00006756755,0.000178083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2607218,"threshold_uncertainty_score":0.9997032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507736674438218,"score_gpt":0.2485880304882562,"score_spread":0.233510663743874,"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."}}