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Record W2938013068 · doi:10.1002/srin.201800594

Microstructure Characterization and Mechanical Properties of Al Alloyed 9Cr ODS Steels with Different Al Contents

2019· article· en· W2938013068 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

Venuesteel research international · 2019
Typearticle
Languageen
FieldMaterials Science
TopicFusion materials and technologies
Canadian institutionsQueen's University
Fundersnot available
KeywordsMaterials scienceMicrostructureMetallurgyFerrite (magnet)MartensiteSolid solution strengtheningOxidePhase (matter)DislocationComposite material

Abstract

fetched live from OpenAlex

The microstructural evolution of different Al contained (0.4, 2.5, and 4.5 wt%) Fe–9wt%Cr ODS steels (hereinafter referred to as 0.4Al‐ODS, 2.5Al‐ODS, and 4.5Al‐ODS) is investigated using XRD and TEM. The XRD analysis shows that the addition of Al into the Fe–9wt%Cr ODS steels leads to the formation of substitutional solid solutions, and the interplanar spacing increases with the increase of Al content. According to TEM bright field image observation, the 0.4Al‐ODS steel shows ferrite/martensite duplex microstructure, while 2.5Al‐ODS and 4.5Al‐ODS steels show a single‐phase of ferrite, which is in agreement with the thermodynamic phase diagram calculation. The dispersed particles is mainly Y–Al–O oxide according to EDS analysis, and the Y/Al ratio of most of dispersed particles is less than 1 in all Al alloyed ODS steels. The dislocation density of the three steels is calculated by the residual strain of XRD. The results show that, compared to 2.5Al‐ODS and 4.5Al‐ODS steels, the 0.4Al‐ODS steel contains more dislocations. The strengthening mechanism analysis shows that the modified theoretical hardening models fit well with experimental data of yield strength for 2.5Al‐ODS and 4.5Al‐ODS steels.

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)0.000
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 score0.044
Threshold uncertainty score0.965

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 integrity0.0000.000
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 head0.049
GPT teacher head0.308
Teacher spread0.259 · 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