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Record W4392374919 · doi:10.18280/ijsse.140114

Influence of Rock Weathering and Saturation on Compressive Strength and Slope Stability: A Uniaxial Test Analysis

2024· article· en· W4392374919 on OpenAlexvenueno aff
Muhammad Fathur Rouf Hasan, Meea Yuniar Frastika, Putera Agung Maha Agung, Adi Susilo, Eko Andi Suryo, Yulvi Zaika, Alamsyah M. Juwono, Siti Zulaikah

Bibliographic record

VenueInternational Journal of Safety and Security Engineering · 2024
Typearticle
Languageen
FieldEnvironmental Science
TopicLandslides and related hazards
Canadian institutionsnot available
Fundersnot available
KeywordsWeatheringGeotechnical engineeringCompressive strengthSaturation (graph theory)GeologyMaterials scienceComposite materialGeochemistryMathematics

Abstract

fetched live from OpenAlex

The rock weathering process produces chemical and physical transformations in the rock mass, decreasing the soil's strength and stability.The presence of water in rocks reduces the coefficient of friction and cohesion between mineral particles, changing the mineral composition and microstructure of rocks, resulting in an increase in porosity and a decrease in rock strength, thus accelerating the collapse process.This study aims to determine the effect of the degree of saturation and weathering on the maximum compressive strength, safety factor, and slope failure line.The uniaxial compressive strength (UCS) test uses a compression machine to press the rock specimen until deformation.The UCS value of a rock sample is the stress that occurs in the rock sample when the sample collapses due to compression.This research uses 20 specimens taken from Trunojoyo Street, Payung Area, Batu City, consisting of three types of rock: breccia, clay and lapilli; for every kind of rock, 5 variations of saturation with 0-8 minutes of soaking.The results show the average SF value of specimens 1B, 2L, and 3L is 6,02, 2,55, and 1,81, where SF>1.25; it means that the slope conditions are stable and landslides rarely occur.The average SF value of specimen 2C is 1,14 at intervals of 1.07<x<1.25,meaning that the slope conditions are critical and landslides have occurred.Based on the loading index, the rock strength has a negative relation with the level of weathering.This means that the higher the level of weathering, the stronger the rock will decrease.

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)0.001
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 score0.003
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
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 head0.003
GPT teacher head0.200
Teacher spread0.197 · 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

Citations2
Published2024
Admission routes1
Has abstractyes

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