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Record W2106449261

Overview of the Sustainable Uses of Peat Soil in Malaysia with Some Relevant Geotechnical Assessments

2013· article· en· W2106449261 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInternational Journal of Sustainable Construction Engineering and Technology (Universiti Tun Hussein Onn Malaysia) · 2013
Typearticle
Languageen
FieldMathematics
TopicModeling, Simulation, and Optimization
Canadian institutionsnot available
Fundersnot available
KeywordsPeatEnvironmental scienceAgroforestrySoil qualityMangroveSoil carbonGeographySoil waterForestryEnvironmental protectionEcologySoil science
DOInot available

Abstract

fetched live from OpenAlex

Peat soil is an important ecosystem that provides a significant contribution to the global climate stability. In Malaysia, peat soils are considered as a soil with little economic benefit, apart from it being used for agricultural activity. The total world coverage of peat soil is about thirty million hectares with Canada and Russia having the largest distribution of peat (Zainorabiddin,2010). More than sixty percent of the world’s tropical peat lands are found in South-East Asia (Lette,2006). Most notable are the large peat land on the islands of Borneo (belonging to Indonesia, Malaysia and Brunei) and Sumatra (Indonesia). However, there are also significant occurrences in other parts of Indonesia, Malaysia, Vietnam, Thailand and the Philippines. The main contributory functions and benefits of peat soil are within the engineering disciplines of hydrology, agriculture, social-economics, biodiversity habitats and carbon sequestration. Peat was used in temperate climates (especially in Finland, Ireland, Sweden and UK) as a fuel to generate electricity and heat. Therefore peat can be considered as a renewable energy source but this will be very detrimental to the market of genuine renewables. The western coastal lowlands of Malaysia (such as Kukup) are mangroves that represent the initiation of peat soil formation. Such areas provide the natural habitat of mangrove forests. It also fixes more carbon from the atmosphere than is released and approximately one-quarter of the carbon stored in land plants and soils. On the other hand, peat is one of the problematic or challenging foundation soil of poor quality due to it’s very high water content, high compressibility and low shear strength. Peat consists of decomposed plant fragments and the unfavourable characteristics of peat soil deposits make them unsuitable for making sustainable infrastructure development for varied engineering projects. This paper therefore gives an overview of the pros and cons debate of sustainability aspects and in the light of the challenges it poses to infrastructure development in Malaysia.

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 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 score0.307
Threshold uncertainty score0.494

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.011
GPT teacher head0.244
Teacher spread0.232 · 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