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Record W4375867870 · doi:10.1061/jpsea2.pseng-1423

Effect of Trench Geometry on the Behavior of Negative Projecting Box Culverts

2023· article· en· W4375867870 on OpenAlex
Steven McLaggan, Campbell Bryden, Arun J. Valsangkar

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Pipeline Systems Engineering and Practice · 2023
Typearticle
Languageen
FieldEngineering
TopicGeotechnical Engineering and Underground Structures
Canadian institutionsUniversity of New Brunswick
Fundersnot available
KeywordsTrenchCulvertGeotechnical engineeringGeologyStructural engineeringCentrifugeLateral earth pressureConstructabilityEngineeringMaterials science

Abstract

fetched live from OpenAlex

Marston’s theory is typically used to predict earth loads acting on culverts installed in negative projecting trenches. This theory assumes that trench walls are vertical; however, many excavations are done with sloping walls for constructability and safety. In this study, the effect of trench geometry on the loading conditions of negative projecting box culverts was evaluated. Centrifuge testing and numerical modeling was performed to evaluate the influence of trench wall angle, trench depth, and trench width on the vertical and horizontal earth pressures exerted on the box culvert. Sixteen model geometries were evaluated, and the experimental and numerical results are shown to be in reasonably good agreement. It was found that Marston’s theory is appropriate for negative projecting culverts constructed in trenches with vertical sidewalls; such an approach is conservative and overestimated the vertical loading conditions by approximately 15%. However, for configurations with inclined trench walls, it was found that the culvert loading was increased considerably and Marston’s theory was not appropriate. Very little positive arching and load reduction was realized when such culverts were installed in trenches with sloped walls. It is recommended that numerical modeling be performed during design of negative projecting culverts constructed with sloped sidewalls, or that positive projecting conditions be assumed to ensure that design loads are conservative.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.092
Threshold uncertainty score0.521

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.011
GPT teacher head0.261
Teacher spread0.250 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it