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Record W4409425781 · doi:10.70803/001c.136442

Canada/US (CANUS) Comparison of Out-of-Plane Reinforced Masonry Wall Design Provisions

2024· article· en· W4409425781 on OpenAlexafffundabout
Heather Sustersic, David Stubbs, R. L. Peterson, Richard M. Bennett, Clayton Pettit, Bart Flisak, Ece Erdogmus, Jason Thompson, Şemsi Çoşkun, Bennett Banting, Carlos Cruz-Noguez

Bibliographic record

VenueThe Masonry Society Journal · 2024
Typearticle
Languageen
FieldEngineering
TopicMasonry and Concrete Structural Analysis
Canadian institutionsUniversity of AlbertaOptech (Canada)
FundersCanada Masonry Design Centre
KeywordsMasonryEngineeringForensic engineeringStructural engineering

Abstract

fetched live from OpenAlex

As part of a larger project jointly sponsored by the National Concrete Masonry Association (NCMA) Foundation, Canadian Concrete Masonry Producers Association (CCMPA), Canada Masonry Design Centre (CMDC) and Canadian Standards Association (CSA), a team of engineers and researchers from U.S. and Canada worked together to examine the key differences and similarities between the design provisions for reinforced masonry walls subject to out-of-plane (OOP) and axial loads. The scope was limited to the strength design provisions of TMS 402-16 and the limit state design provisions of CSA S304-14 masonry design standards. Several parametric studies were conducted to quantify the comparisons, as well as to identify possible limitations within each code. These studies explored factors that directly impact the calculation of combined flexural and axial capacity, wall stiffness, second-order moments, and shear capacity of the masonry walls subjected to OOP loading. Parameters considered include the compressive strength of the masonry assembly, wall geometry, as well as the size, strength and spacing of the steel reinforcement. In general, it was found that the Canadian provisions are more conservative than those in the U.S. The paper also provides a list of areas of further research or code revisions that should be considered in the future. It is the team’s goal to propose improvements to both codes as a result of this work.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.060
Threshold uncertainty score0.128

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.003
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.001

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 head0.018
GPT teacher head0.235
Teacher spread0.217 · 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 designNot applicable
Domainnot available
GenreMethods

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
Published2024
Admission routes3
Has abstractyes

Explore more

Same venueThe Masonry Society JournalSame topicMasonry and Concrete Structural AnalysisFrench-language works237,207