EFFECT OF RARE EARTH OXIDE GEL CHARACTERISTICS ON HIGH TEMPERATURE OXIDATION BEHAVIOR OF IRON-CHROMIUM ALLOYS
Why this work is in the frame
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Bibliographic record
Abstract
PDF | The influence of various rare earth (RE) oxide gels - La2O3, CeO2, Pr2O3, Nd2O3, Sm2O3, Gd2O3, Dy2O3, Y2O3, Er2O3, and Yb2O3 - on cyclic oxidation behavior in the range RT- 900oC of Fe20Cr alloys has been studied. This paper presents the effect of rare earth oxide gel characteristics such as morphology, coverage and crystallite size on oxidation behavior of the alloy. These characteristics varied with the type of rare earth. Overall, the oxidation resistance increased with increase in time at temperature required to reach a specific chromium dioxide layer thickness and this was influenced by both the rare earth ion radius as well as the oxide gel characteristics. The latter affected the adhesion and resistance to thermal and growth stresses in the chromium dioxide layer.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it