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Record W6989488451

Behaviour of Timber-Steel Connections With Slotted-In Plates and Steel Dowels Reinforced With Self-Tapping Screws

2022· dissertation· en· W6989488451 on OpenAlexaboutno aff

Bibliographic record

VenueQSpace (Queen's University Library) · 2022
Typedissertation
Languageen
FieldEngineering
TopicWood Treatment and Properties
Canadian institutionsnot available
Fundersnot available
KeywordsBrittlenessDissipationDuctility (Earth science)StiffnessReinforcementShear (geology)Failure mode and effects analysisTension (geology)
DOInot available

Abstract

fetched live from OpenAlex

Construction with mass timber is increasing in both size and number of projects across Canada. With developments to CSA O86-19 allowing an increase to the maximum building height of mass timber structures to twelve storeys, designers need improved lateral load resisting systems that can provide ductile behaviour for these tall timber structures. In this thesis, the mechanics of a common connection for braced timber frames are studied through two experimental campaigns. Research was first conducted on the performance of single and double-dowel connections with one or two steel slotted-in plates. These small-scale dowelled connections were tested with and without reinforcing screws under parallel-to-grain monotonic and cyclic loads. Screws changed the failure mode of the connection, improving ductility and energy dissipation capacity by up to 3.6 and 3.5 times respectively from unreinforced specimens. When tested under cyclic loads, peak loads of specimens decreased by around 8% and some cyclic tests exhibited a pinched hysteretic response, as well as strength and stiffness degradation. Another set of experiments were conducted on full-scale connections. Four connections with double steel slotted-in plates and six dowels were tested monotonically in tension parallel to grain until failure. Unreinforced specimens failed in a brittle manner governed by row shear and specimen splitting. Reinforcement through self-tapping screws introduced ductility in the brittle specimens, and improved energy dissipation capacity by an average of 6.5 times. Overall, it was determined that dowels with a reduced slenderness ratio of 5.0 was more prone to brittle row shear failure.

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)0.001
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 score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.004
GPT teacher head0.160
Teacher spread0.156 · 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

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

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