Novel insights into anisotropy in a rolled Ti2AlNb-based alloy: The role of α2, O and B2 phases
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.
Bibliographic record
Abstract
With increasing demands for aero turbine engines that require high specific strength and resistance to multi-directional dynamic stresses, the anisotropy of Ti 2 AlNb-based rolled alloys has emerged as a critical research focus. This anisotropy primarily stems from the textures of different phases in the alloy and their associated deformation behavior. Specifically, the textures of the α 2 and O phases contribute to increased strength and decreased elongation in the transverse direction (TD) sample when compared to the rolling direction (RD) sample. The B2 phase texture leads to lower elongation in the diagonal direction (DD) sample relative to the TD sample. Additionally, the α 2 phase texture facilitates slip in the RD sample, whereas the O phase texture promotes twinning in the TD sample
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 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 it