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Record W7115730821 · doi:10.71846/18-wcee-2353

SEISMIC BEHAVIOUR AND DESIGN OF MODERN REINFORCED MASONRY BUILDINGS: CANADIAN PRACTICE

2025· article· en· W7115730821 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueWorld Conference of Earthquake Engineering · 2025
Typearticle
Languageen
FieldEngineering
TopicMasonry and Concrete Structural Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsMasonrySeismic analysisShear wallContext (archaeology)Seismic loadingGroutShear (geology)Reinforced concrete

Abstract

fetched live from OpenAlex

Reinforced masonry (RM) has been used in Canada since 1960s, mostly for construction of low- and mid-rise buildings. The concept of RM construction in Canada involves the use of hollow concrete blocks reinforced with vertical and horizontal steel bars embedded in cementitious grout as needed. The approach for seismic design of RM wall structures has been well established and incorporated in Canadian masonry design standard CSA S304-14. The design procedures are intended to ensure ductile performance of RM shear walls and ensure adequate strength due to seismic shear forces, as well as combined axial load and flexure. Detailing of the walls depends on the required performance/ductility, and the walls are broadly classified as Moderately Ductile and Ductile. In the last two decades a few major research studies were performed at Canadian universities, focused on the seismic response of RM shear walls with different design and detailing arrangements. The paper will present the key findings of these research studies, in the context of critical parameters that influence seismic response of RM shear walls, as well as the special detailing provisions, such as boundary elements, which are required to enhance ductile seismic performance of tall RM structures. Future research needs related to seismic response of ductile RM structures will be also discussed.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.224
Threshold uncertainty score0.837

Codex and Gemma teacher scores by category

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 head0.013
GPT teacher head0.202
Teacher spread0.189 · 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