MétaCan
Menu
Back to cohort
Record W4409195748 · doi:10.1016/j.jobe.2025.112558

Impact of climate change on hygrothermal durability of exterior, non-load-bearing mass timber wall

2025· article· en· W4409195748 on OpenAlex
Dipendra Paneru, Benjamin Croyle, Guido Wimmers, Abhishek Gaur, Phalguni Mukhopadhyaya

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Building Engineering · 2025
Typearticle
Languageen
FieldEngineering
TopicHygrothermal properties of building materials
Canadian institutionsNational Research Council CanadaBritish Columbia Institute of TechnologyUniversity of Victoria
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsDurabilityLoad bearingBearing (navigation)Structural engineeringMaterials scienceArchitectural engineeringForensic engineeringEnvironmental scienceComposite materialEngineeringComputer science

Abstract

fetched live from OpenAlex

This study investigates the impact of climate change on the hygrothermal performance and durability of Cross-Laminated Timber (CLT) wall assemblies in mass timber buildings. It focuses on moisture management under wind-driven rain (WDR) leakage and the role of drainage cavity ventilation in mitigating moisture accumulation and mold growth. The study also explores how future climate variability influences long-term moisture risks, providing insights for climate-resilient timber construction. Advanced hygrothermal simulations using WUFI Pro V6.7 were conducted on four wall configurations across five Canadian cities, representing diverse climate zones. The walls included a 19 mm ventilated drainage cavity to enhance drying performance, with two walls featuring an additional 10 mm interior air cavity. The study employs Moisture Reference Year (MRY) climate data, including projected warming scenarios of 1.5 °C and 3.5 °C above baseline to assess long-term moisture risks. The analysis assessed drying potential, mold susceptibility, and the effectiveness of ventilation rates (2–200 Air changes per hour) in reducing moisture-related risks. The findings indicate that higher ventilation rates improve drying performance, but moisture accumulation remains a concern in humid regions like Vancouver and St. John's, under futuristic climate scenarios. Cold and dry climate shows an inherent resistance against mold, requiring minimal ventilation. The results show that air cavities between the CLT and drywall, as well as adhesive layers, influence moisture retention, with cavities sometimes increasing mold risks in humid conditions. This study also highlights the limitations of rainscreen ventilation alone as a long-term solution. These findings contribute to advancing climate-adaptive design for mass timber buildings. • Evaluates CLT wall durability under past and future Canadian climate scenarios. • Studies climate, ventilation, and wall design impacts on hygrothermal performance. • More ventilation in cavities boosts drying and cuts moisture-related risks. • CLT adhesive layers reduce drying but don't raise mold risk if ventilated. • Promotes climate-adaptive designs with ventilation for CLT longevity.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
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 score0.220
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.012
GPT teacher head0.251
Teacher spread0.239 · 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