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Record W3022234491 · doi:10.5006/c2017-09602

Fitness for Purpose of Low Temperature Cure Liquid-Applied Coating Systems for Pipeline Maintenance

2017· article· en· W3022234491 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

Venuenot available
Typearticle
Languageen
FieldMaterials Science
TopicMaterial Properties and Failure Mechanisms
Canadian institutionsnot available
Fundersnot available
KeywordsPipeline (software)CoatingMaterials sciencePipeline transportCorrosionPreventive maintenanceComputer scienceProcess engineeringForensic engineeringReliability engineeringEngineeringComposite materialMechanical engineering

Abstract

fetched live from OpenAlex

Abstract In Canada, CSA Z245.30-14 covers the application of shop and field applied external coating systems for below ground steel pipelines. CSA Z245.30-14 was enacted in 2015 when the latest version of CSA Z662 was published. Similar to ISO 28109-3, the CSA Z245.30-14 outlines the testing criteria that liquid applied epoxy and fusion bonded epoxy coatings shall satisfy (Table 1 in CSA Z245.30-14). Pipeline maintenance and repair work can occur during the winter season in certain northern regions in Canada due to the geographical restrictions placed by the local soil condition (e.g., permafrost). Additional, pipelines transporting compressed or liquid natural gas commodities also have operation temperatures below 10 °C. Subsequently, low temperature cure liquid epoxy coating systems are often used to allow for curing on an operating (i.e., flowing) line. These coating systems allow advertised curing down to as low as -20 degrees Celsius. Many low temperature cure liquid-applied coating products do not comply with the CSA Z245.30-14 standard when tested at the Manufacturer’s advertised maximum rated service temperatures. This paper will discuss the fitness for purpose of low temperature cure liquid-applied coating systems for pipeline maintenance and repair on existing pipelines. Potential revisions to incorporate low temperature cure liquid-applied coating products into Table 1 of CSA Z245.30-14 will be presented along with commentary related to the deviations from the standard.

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)0.001
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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.190
Threshold uncertainty score0.516

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 science0.0010.000
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 head0.020
GPT teacher head0.249
Teacher spread0.230 · 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