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Record W1974207928 · doi:10.1179/cmq.2006.45.1.59

HIGH TEMPERATURE CORROSION RESISTANCE OF MODIFIED REACTIVE ELEMENT ALUMINIDE DIFFUSION COATINGS ON IN738 SUPERALLOY

2006· article· en· W1974207928 on OpenAlexafffund
Ahmad Elsawy, H. Soda, Alexander McLean

Bibliographic record

VenueCanadian Metallurgical Quarterly · 2006
Typearticle
Languageen
FieldEngineering
TopicIntermetallics and Advanced Alloy Properties
Canadian institutionsUniversity of Toronto
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsAluminideMaterials scienceMetallurgySuperalloyCorrosionAlloyDiffusionCoatingAluminiumIntermetallicComposite material

Abstract

fetched live from OpenAlex

Modified aluminide diffusion coatings on IN738 substrates were produced by a new route using continuously cast, aluminum alloy wires consisting of Al-Y, Al-Si-Y, Al-La and Al-Ce. The cast wires were used as evaporation sources for ion vapour deposition followed by diffusion heat treatments to form nickel aluminide coatings. The ability of the different coatings to resist corrosion was evaluated by conducting experiments during which the coated alloy materials were exposed for prolonged periods to molten sulfates at 900 °C. The results indicated that the Al-Ce modified coating provided the greatest protection against the molten sulphate environment. The other coatings provided less protection and it was concluded that sulfidation followed by oxidation played a major role in their degradation.On a produit des revêtements par diffusion à base d’aluminium, modifiés, sur des substrats d’IN738 par une nouvelle route utilisant des fils d’alliage d’aluminium coulés en continu consistant d’Al-Y, d’Al-Si-Y, d’Al-La et d’Al-Ce. On a utilisé les fils coulés comme sources d’évaporation pour métallisation ionique sous vide suivie de traitements thermiques de diffusion pour former des revêtements d’aluminide de nickel. On a évalué l’habileté des différents revêtements à résister à la corrosion en effectuant des expériences au cours desquelles les matériaux de revêtement alliés étaient exposés pour des durées prolongées à des sulfates fondus à 900 °C. Les résultats indiquaient que le revêtement modifié d’Al-Ce fournissait la plus grande protection contre l’environnement de sulfate fondu. Les autres revêtements fournissaient une protection moindre et l’on a conclu que la sulfuration suivie par l’oxydation jouait un rôle majeur dans leur dégradation.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

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 integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.005
GPT teacher head0.177
Teacher spread0.172 · 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 source (direct Gemma or distilled Codex), 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

Citations4
Published2006
Admission routes2
Has abstractyes

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