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Record W4410094084 · doi:10.1680/jenge.24.00118

Experimental study of mechanical behaviours of lime-treated Quebec silty clay soils under freeze–thaw cycles

2025· article· en· W4410094084 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueEnvironmental Geotechnics · 2025
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicClimate change and permafrost
Canadian institutionsConcordia University
Fundersnot available
KeywordsLimeSoil waterGeotechnical engineeringClay soilEnvironmental scienceSiltGeologyMining engineeringSoil scienceGeomorphology

Abstract

fetched live from OpenAlex

In cold regions, environmental factors significantly affect infrastructure such as roads, highways, and pipelines. Although lime and limestone products have been used to stabilise soil and enhance its engineering properties, their application in subarctic regions has been limitedly investigated. This study examines the effect of freezing and thawing on the mechanical responses of lime-treated soils retrieved from northern Canada. Samples were stabilised with lime and subjected to a curing period of up to 28 days to ensure consistent humidity and temperature. The cured samples were evaluated for unconfined compressive strength (UCS) and indirect tensile strength using a custom-designed measurement facility considering the number of freeze–thaw (F-T) cycles, loading rates, and curing duration. The double-punch test is shown to be effective in capturing samples’ brittle tensile behaviour. Our results demonstrate that both the UCS and tensile strength are significantly improved by adding lime to the soil. Both strengths generally degrade during the first ten F-T cycles. However, lime-treated soils begin to regain strength after ten F-T cycles. In addition, our test results show that the lime-treated soil is sensitive to exposure to ambient moisture. Nevertheless, the lime-treated soil still retains a much higher UCS compared with the natural soil.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.044
Threshold uncertainty score0.997

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)0.0040.000

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 head0.023
GPT teacher head0.251
Teacher spread0.229 · 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