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Record W2139470000 · doi:10.5539/jmsr.v4n2p34

Effect of Various Bedding Conditions on Structural Integrity of Prestressed Concrete Cylinder Pipe

2015· article· en· W2139470000 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.

venuePublished in a venue whose home country is Canada.
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

VenueJournal of Materials Science Research · 2015
Typearticle
Languageen
FieldEngineering
TopicGeotechnical Engineering and Underground Structures
Canadian institutionsnot available
FundersDivision of Civil, Mechanical and Manufacturing InnovationWater Environment Research FoundationU.S. Environmental Protection AgencyNational Science Foundation
KeywordsBeddingGeotechnical engineeringEnvironmental scienceGeology

Abstract

fetched live from OpenAlex

Prestressed Concrete Cylinder Pipe (PCCP) is one pipe material mainly used in large-diameter and high-pressure transmission main or force main. PCCP was widely used in large utilities because of its low cost and relatively good performance in its early stage of life. However, as PCCP approaches to the end of life, more failures occur. PCCP failures usually occur suddenly without any warning and cause catastrophic consequences, including great economic, societal, and environmental losses. Many factors can cause PCCP failures including design and manufacture, construction and operation, and environmental factors. Among these factors, bedding condition has been identified in forensic studies as a critical factor, especially in mountain areas with rock bedding. However, PCCPs are generally assumed to be rigid pipe and they are placed in poor bedding in some constructions, thus causing pipe failures. In current numerical models used to evaluate structural condition of PCCP, one of the major limitations is inadequate consideration of bedding conditions. This paper analyzes the effect of various bedding conditions on structural integrity of PCCP. A numerical model is developed and the properties of different bedding materials are considered. The pipe components such as coating, prestressing wires, concrete core, and steel cylinder are taken into account. The results of the analysis are summarized and compared. The research presented in this paper provides a better understanding of the importance of good bedding for PCCP. The findings of this research can help utilities better management their PCCP pipelines in various bedding conditions.

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)0.005
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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.066
Threshold uncertainty score0.318

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.041
GPT teacher head0.366
Teacher spread0.326 · 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