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Experimental investigation of steel-timber shear connections with self-tapping screws

2025· article· en· W4413120145 on OpenAlexafffund
Brendan P. H. Deeves, Joshua E. Woods

Bibliographic record

VenueConstruction and Building Materials · 2025
Typearticle
Languageen
FieldEngineering
TopicWood Treatment and Properties
Canadian institutionsQueen's University
FundersCanadian Institute of Steel ConstructionNatural Sciences and Engineering Research Council of CanadaQueen's UniversityAuburn University
KeywordsTappingMaterials scienceShear (geology)Composite materialStructural engineeringForensic engineeringEngineeringMechanical engineering

Abstract

fetched live from OpenAlex

Steel-timber composite floor systems consisting of a cross-laminated timber (CLT) floor slab and steel wide flange beams rely on a shear connection at the interface between the steel and CLT to maintain composite action. This paper discusses experimental results on the behaviour of self-tapping screws (STS) as shear connectors for steel-timber composite beams and examines the influence of several parameters on their performance, including screw type, size (i.e., length and diameter), installation angle, and the performance of combined screwed and glued connections. Experimental results demonstrate that varying STS types and installation conditions result in significant differences in stiffness, strength, and failure mechanisms. In general, fully threaded STS exhibit more variability in their response and brittle failure modes, whereas partially threaded STS exhibit ductile failures with the more consistent and predictable performance. Due to their consistent performance and their ease of installation, partially threaded STS are likely the most suitable for steel-timber composite beams, and so, a load slip model was proposed to model their response. The results show that the proposed load-slip model can predict the stiffness and maximum load for partially threaded STS within 5 % of the experimental result on average over a range of screw lengths and diameters. Limitations of the model are also discussed. • Testing of self-tapping screws as shear connectors for steel-timber composite beams. • Influence of screw type, screw size, installation angle, and glued connections. • Screw type and installation angle influences the stiffness, strength, and failure mode. • An empirical model is proposed for the load-slip response of partially threaded self-tapping screws. • Empirical model can effectively capture connection stiffness and strength.

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)0.003
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 score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.009
GPT teacher head0.207
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

Citations7
Published2025
Admission routes2
Has abstractyes

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