Thermal Analysis and Nanoindentaion Studies on Nanocrystalline AlCrNiFeZn High Entropy Alloy
Why this work is in the frame
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Bibliographic record
Abstract
The nanocrystalline AlNiFeCrZn pentanary high entropy alloy was synthesised by mechanical alloying (MA) and characterised by XRD, SEM and TGA. The AlNiFeCrZn high entropy alloy is mainly BCC structure with a crystallite size less than 10nm in as milled condition. It retained its nanosrtructure at elevated temperature of 850 oC and it is found to be thermally stable without phase transformation. The 30 hr milled AlNiFeCrZn alloy powder was consolidated using hot compaction unit at 850 oC for 2hr. From Nanoindendation measurements on consolidated samples, hardness and Young's modulus values are found to be 7.427 and 153.03 GPa respectively.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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