IMPROVEMENT ON HIGH-TEMPERATURE OXIDATION RESISTANCE OF A Ti_3Al-BASED ALLOY BY LIQUID-PHASE SILICON-ALUMINIZING
Bibliographic record
Abstract
The liquid-phase silicon-aluminizing was conducted for a Ti 3Al-based alloy by using Al-8Si(mass %)melt.The XRD analysis results showed that the coating was composed of TiAl 3 and TiSi compounds.The silico-aluminizing treatment of 1013 K/6 min+983 K/10 min remarkably improved the high-temperature oxidatio resistance of the Ti 3Al-based alloy.The coating microstructures after oxidation at 1173 K for 100 h were examined.It is pointed out that the improvement of oxidation resistance is attributed to the formation of a dense Al 2O 3 film on the top surface of the coated Ti 3Al-based alloy.
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How this classification was reachedexpand
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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".