Vacuum brazing of Ti_3Al-based alloy using Ti-15Cu-15Ni brazing filler
Why this work is in the frame
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Bibliographic record
Abstract
Brazing of Ti3Al-based alloy(TD3)using Ti-15Cu-15Ni brazing filler was carried out at 960 ℃ for 1min,10min and 1 h.The results showed that the residual brazing filler became less gradually with the prolonging of the holding time.The needle-like α phase appeared at the central part of the joint brazed at 960 ℃ for 1 h,and the residual brazing filler disappeared at the joint.In the brazing seam the element Ti reacted with elements Ni and Cu and formed NiTi2 phase and CuTi3 phase 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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