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Record W4382723059 · doi:10.1520/gtj20220166

Triaxial Tensile Strength Measurement of Compacted Clayey Soils

2023· article· en· W4382723059 on OpenAlexafffund
Penghai Yin, Sai K. Vanapalli

Bibliographic record

VenueGeotechnical Testing Journal · 2023
Typearticle
Languageen
FieldEngineering
TopicSoil and Unsaturated Flow
Canadian institutionsUniversity of Ottawa
FundersCanadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of CanadaNational Natural Science Foundation of China
KeywordsGeotechnical engineeringUltimate tensile strengthMaterials scienceDegree of saturationTriaxial shear testOverburden pressureSoil waterWater contentCrackingSaturation (graph theory)Composite materialStress pathGeologyPlasticitySoil scienceMathematicsShear (geology)

Abstract

fetched live from OpenAlex

ABSTRACT Tensile strength is strongly related to tensile cracking and is a key parameter required in the rational design of earth structures made of compacted clayey soils, such as earth dams, slopes, and embankments. Experimental studies related to the tensile strength of compacted soils that consider the influence of confining pressure is rather limited in the literature. For this reason, a novel experimental technique is developed for the measurement of triaxial tensile strength. Statically compacted soil specimens with a reduced central section are fabricated using a specially designed mold at different initial moisture contents but at the same dry density. The reduced triaxial extension stress path is followed during the test, which induces tensile failure on the reduced central section of the specimen. The triaxial tensile strength increases with an increase in initial matric suction (or decrease in initial degree of saturation) for the investigated range in this study. The variation of triaxial tensile strength with the confining pressure shows a non-monotonic variation, which is attributed to the volumetric deformation prior to failure and the failure mode transition. The test results provide clear evidence of the nonlinearity of the failure criterion, especially when the soil is subjected to tension.

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 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)0.002
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 score0.387
Threshold uncertainty score0.572

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.067
GPT teacher head0.250
Teacher spread0.183 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSimulation or modeling
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

Citations13
Published2023
Admission routes2
Has abstractyes

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