MétaCan
Menu
Back to cohort
Record W1981276185 · doi:10.1002/cjce.5450830322

Possible On-Line Methods of Removing Oxide Deposits from Inside Steam Generator Tubes

2008· article· en· W1981276185 on OpenAlexafffundvenue
N. Arbeau, Peter I. Mackenzie, D. H. Lister

Bibliographic record

VenueThe Canadian Journal of Chemical Engineering · 2008
Typearticle
Languageen
FieldEngineering
TopicNuclear reactor physics and engineering
Canadian institutionsUniversity of New Brunswick
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsNuclear chemistryAutoclaveOxideChemistryMaterials sciencePhysicsAnalytical Chemistry (journal)MetallurgyChromatography

Abstract

fetched live from OpenAlex

In an attempt to find an on-line method to remove oxide deposited during normal operation on the primary side of a steam generator, a series of experiments was undertaken in a high temperature recirculating autoclave system. Alloy-600 steam generator tubes removed from a CANDU nuclear reactor were monitored on-line with a gamma spectrometer and the effects on them of transients in pH, oxidizing condition of the coolant and temperature, alone and in combination, were attempted. Only a chemical process—the addition of a mixture of ethylenediaminetetraacetic acid (EDTA) and citric acid—was effective in removing radioactivity and, therefore, oxide. Dans un effort pour trouver une méthode en ligne pour extraire l'oxyde déposé lors du fonctionnement normal sur le côté primaire d'un générateur de vapeur, une série d'expériences ont été entreprises dans un autoclave à recirculation à températures élevées. Des tubes de générateur de vapeur d'alliage de type 600 retirés d'un réacteur nucléaire CANDU ont été surveillés en continu avec un spectromètre gamma, et on a tenté d'étudier les effets sur ces derniers des transitoires dans le pH, la condition oxydante du réfrigérant et de la température, seuls et en combinaison. Seul un procédé chimique, soit l'ajout d'un mélange d'acide éthylènediamine-tétraacétique (EDTA) et d'acide citrique, est efficace pour retirer la radioactivité, et par conséquent l'oxyde.

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)0.000
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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.221
Threshold uncertainty score0.683

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 integrity0.0000.001
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 head0.019
GPT teacher head0.217
Teacher spread0.198 · 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.

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

Citations0
Published2008
Admission routes3
Has abstractyes

Explore more

Same venueThe Canadian Journal of Chemical EngineeringSame topicNuclear reactor physics and engineeringFrench-language works237,207