MétaCan
Menu
Back to cohort
Record W158666430 · doi:10.5006/c2007-07214

Oxygen Reactor External Stress Corrosion Cracking and Repair

2007· article· en· W158666430 on OpenAlexaboutno aff
Angela Wensley, M. Tremblay

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMaterials Science
TopicNuclear Materials and Properties
Canadian institutionsnot available
Fundersnot available
KeywordsStress corrosion crackingMaterials scienceCorrosionOxygenStress (linguistics)MetallurgyCrackingEnvironmental stress fractureComposite materialChemistry

Abstract

fetched live from OpenAlex

Abstract External stress corrosion cracking (ESCC) was found on two solid 316L stainless steel oxygen reactors that had been in service for 10 years in a pulp and paper mill in eastern Canada. Both reactors had been designed to Section VIII, Division 1 of the American Society of Mechanical Engineers (ASME) Boiler and Pressure Vessel Code for service under internal pressure and with external circumferential stiffeners for protection against vacuum. ESCC was found beneath wet thermal insulation on the top head and where water had collected on the circumferential stiffeners, but was most severe where water had gained access behind external reinforcing rings for the circumferential stiffeners. Crack depths up to ½ inch (13 mm) deep were encountered in the 316L shell although no cracks went completely through to the process side. Shallow stress corrosion cracking (SCC) was also observed on the process side near the bottom cylinder-to-cone transition. All external and internal cracks were removed by grinding. The National Board Inspection Code (NBIC) was used to evaluate the locations of grinding that went below the minimum values permitted by the ASME Code. Some locations were deemed acceptable to be left as-is, other locations of deeper grinding were built up using type ER309L stainless steel weld metal, and 316L flush patches were installed in locations where extensive grinding below Code minimum had been necessary to remove the cracks. Both reactor shells were restored to a safe condition for the design pressure and new circumferential stiffeners with taller reinforcing rings were installed before the reactors were re-insulated and returned to service.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
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 score0.032
Threshold uncertainty score0.999

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 science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.019
GPT teacher head0.245
Teacher spread0.227 · 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.

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
Published2007
Admission routes1
Has abstractyes

Explore more

Same topicNuclear Materials and PropertiesFrench-language works237,207