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Record W4411474536 · doi:10.1139/cgj-2025-0092

Stress-path-dependent behaviour of compacted loess

2025· article· en· W4411474536 on OpenAlexvenueno aff
Miaomiao Ge, Jubert Pineda, Glen J. Burton, Daichao Sheng, Ning Li

Bibliographic record

VenueCanadian Geotechnical Journal · 2025
Typearticle
Languageen
FieldEngineering
TopicSoil and Unsaturated Flow
Canadian institutionsnot available
FundersAustralian Research CouncilNatural Science Foundation of Zhejiang ProvinceNational Natural Science Foundation of China
KeywordsGeotechnical engineeringOedometer testStress pathCompressibilityLoessSuctionSoil waterMaterials scienceGeologyWater contentWettingComposite materialSoil scienceMechanicsPlasticityEngineering

Abstract

fetched live from OpenAlex

This paper describes an experimental study aimed at evaluating the effects of mechanical and hydraulic paths on the compressibility and water retention behaviour of compacted loess from Xi'an, China. Suction-controlled oedometer tests, performed on statically compacted samples, are combined with mercury intrusion porosimetry (MIP) tests to evaluate the volumetric behaviour as well as the evolution of soil fabric for the compacted material. Oedometer test results are analyzed in the degree of saturation versus suction plane, using the water retention curve (WRC) for as-compacted material as reference. Negligible volume change, and hence no movement of the as-compacted WRC, is observed upon drying paths under low stresses. Wetting paths cause plastic deformations and hence the movement of the water retention curve. Soil densification shifts the WRC rightwards (in the degree of saturation versus suction plane), enlarging the air entry/air occlusion values and promoting steeper wetting and drying branches. MIP tests show that specimens subjected to drying and loading paths retain their as-compacted bi-modal pore size distribution (PSD). However, re-arrangement in soil fabric towards predominant mono-modal PSDs is observed in specimens wetted and loaded. Soil suction increases the compressibility and the yield stress of compacted loess. These experimental features are properly captured using an elasto-plastic constitutive model for nonactive soils that accounts for the evolution of the loading-collapse (LC) yield locus with plastic deformation.

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)0.000
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 score0.002
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

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)0.0010.000

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 head0.007
GPT teacher head0.211
Teacher spread0.204 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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