Seismic Design of Metal Arch Culverts: Design Codes Vs. Full Dynamic Analysis
Why this work is in the frame
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Bibliographic record
Abstract
Corrugated steel plate (CSP) culverts have been used successfully in diverse applications throughout North America and worldwide. Seismic loading has a considerable effect on the performance of large-span culverts. However, there is a lack of comprehensive studies in the literature concerning the seismic performance of these structures. In this study, full dynamic finite element modelling was used to investigate the seismic performance of large-span CSP culverts. First, the static behavior of a long-span culvert was verified using a field case study. Dynamic analyses were then performed with the aid of seismic records with different levels of seismicity. The finite element analysis results were subsequently compared with commonly used simplified seismic provisions to evaluate their suitability. Furthermore, a parametric study was developed to investigate the seismic behavior of CSP culverts under different subsurface conditions, and to examine the effect of changing the culvert rigidity and configuration. This study clearly shows that the commonly used simplified equations underestimate the internal forces, and consequently, for culverts located in zones of high seismicity, a full dynamic finite element analysis is required.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it