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Record W4412765944 · doi:10.1061/jbenf2.beeng-7506

Experimental Investigation on the Residual Shear Behavior of 28-Year-Old Decommissioned Prestressed Concrete Voided Slab Girders

2025· article· en· W4412765944 on OpenAlexaff
Jiadaren Liu, Zhaohan Wu, Liying Huang, Douglas Tomlinson, Carlos Cruz-Noguez, John H. Alexander, Yong Li

Bibliographic record

VenueJournal of Bridge Engineering · 2025
Typearticle
Languageen
FieldEngineering
TopicStructural Behavior of Reinforced Concrete
Canadian institutionsUniversity of AlbertaMcGill University
Fundersnot available
KeywordsPrestressed concreteSlabGirderStructural engineeringShear (geology)ResidualMaterials scienceGeotechnical engineeringEngineeringComposite material

Abstract

fetched live from OpenAlex

A prestressed concrete voided slab girder bridge was decommissioned after 28 years in service near Barrhead, Alberta, Canada, due to severe deterioration. Four interior girders with different deterioration levels were selected and cut into 3.8-m short segments to investigate their residual shear behavior. Seven short segments were tested under three-point bending, with two load configurations (shear span to effective depth ratios of 2.26 and 3.39) used to investigate the difference in shear behavior between deep and slender beams in this paper. Increasing the shear span to effective depth ratio changed the girder failure mode from strut crushing to shear compression/diagonal tension failure. Artificially induced damage (i.e., cutting stirrups and strands) was investigated. Numerical models were also developed to compare with experimental results and study deterioration effects individually. The shear tests indicated that all girder strengths exceed the shear demand from CSA S6:19, even with artificially induced damage. It is expected that bridges with similar design configurations and deterioration levels would experience flexural failure rather than shear failure. Among all deterioration defects, anchorage was observed to play a larger role in affecting the strength of the tested girder segments. Corrosion that leads to anchorage issues, such as end cracking, needs to be carefully examined by bridge inspectors.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.017
GPT teacher head0.241
Teacher spread0.224 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractno

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