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Record W7085074789 · doi:10.1061/jbenf2.beeng-7149

Assessment of Development and Lap-Splice Lengths for New Generation GFRP Bars in Flexural Concrete Bridge and Structural Members

2025· article· en· W7085074789 on OpenAlexaff

Bibliographic record

VenueJournal of Bridge Engineering · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicSeedling growth and survival studies
Canadian institutionsUniversité de Sherbrooke
Fundersnot available
KeywordsBrittlenessTension (geology)Bar (unit)Flexural strengthBeam (structure)spliceFibre-reinforced plastic

Abstract

fetched live from OpenAlex

This study investigates the development and lap-splice length of high-modulus, high-tensile-strength new generation glass fiber–reinforced polymer (GFRP) bars under tension in concrete bridge and structural members. The bond strength is assessed using the splice beam test method on nine large-scale beams (300 mm × 450 mm cross section, 5,200 mm length) reinforced with spliced GFRP bars. The parameters included different staggering configurations, splicing percentages, and bar diameters. The splicing configurations involved center-to-center staggering distances of zero (not staggered), 1.0ld (partially staggered), and 1.3ld (fully staggered), with splicing percentages of 100%, 50%, and 33%, and bar diameters of 15.9 and 25.4 mm. Four-point bending tests examined load–deflection profiles, failure modes, crack widths, strain values, and bond strengths. Nonstaggered beams experienced very brittle failure due to splitting, while staggered beams exhibited less brittle failure due to multistage failure of the staggered spliced bars. Staggering increased load capacity and ductility, with fully staggered setups maintaining postfailure strength. Staggering also reduced crack width and enhanced bond and splice strength, particularly with lower splicing percentages and greater staggering distances. Although the splice length-to-bar diameter ratio was kept constant, beams containing three No. 5 spliced bars or two No. 8 bars exhibited notably lower average bond strength than those with two No. 5 bars, underscoring the critical role of bar diameter and clear spacing between splice bars in bond behavior. The development length equations in existing North American design codes often overestimate the bond strength of lap splices, particularly for larger bar diameters and smaller bar spacings. To address this anomaly, a new equation has been proposed for predicting the bond strength and splice length of GFRP bars in tension in flexural members, demonstrating improved accuracy compared with current codes. This advancement is essential for robust design practices in flexural GFRP-reinforced concrete bridges and structural members and may inform future revisions of design codes.

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 score0.000
Threshold uncertainty score0.002

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.017
GPT teacher head0.262
Teacher spread0.246 · 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 abstractyes

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