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Record W2233581622 · doi:10.1139/l11-126

Evaluation of fibre-reinforced polymer post-tensioned slab bridges using the Canadian Highway Bridge Design Code

2012· article· en· W2233581622 on OpenAlexafffundvenueabout
Martin Noël, Khaled Soudki

Bibliographic record

VenueCanadian Journal of Civil Engineering · 2012
Typearticle
Languageen
FieldEngineering
TopicStructural Behavior of Reinforced Concrete
Canadian institutionsUniversity of Waterloo
FundersNatural Sciences and Engineering Research Council of CanadaKing Saud University
KeywordsServiceability (structure)Fibre-reinforced plasticSlabStructural engineeringReinforcementCorrosionMaterials scienceStiffnessReinforced concreteShear (geology)Flexural strengthPrestressed concreteComposite materialEngineering

Abstract

fetched live from OpenAlex

Corrosion of steel reinforcement is a major concern for bridges throughout Canada, particularly where deicing salts are used. Fibre-reinforced polymers (FRPs) are not susceptible to corrosion, making them an attractive alternative to internal steel reinforcement for Canadian bridges. Due to the low stiffness of FRP materials, concrete members tend to have high deflections and large crack widths at service loads with serviceability limits governing their design. In addition, they tend to have lower shear capacities compared to similar steel-reinforced members. This study focuses on glass FRP (GFRP) reinforced slab strips cast with self-consolidating concrete (SCC) and post-tensioned with carbon FRP (CFRP) tendons to improve their serviceability, shear capacity, and deformability. The experimental results highlight the potential of an FRP reinforcement system for slab bridges combining passive GFRP reinforcement with prestressed CFRP tendons. The flexural performance of five FRP-reinforced slabs and one steel-reinforced control slab are compared to the design provisions of the Canadian Highway Bridge Design Code.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.407
Threshold uncertainty score0.808

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.040
GPT teacher head0.238
Teacher spread0.198 · 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

Citations6
Published2012
Admission routes4
Has abstractyes

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Same venueCanadian Journal of Civil EngineeringSame topicStructural Behavior of Reinforced ConcreteFrench-language works237,207