Epitaxial to axiotaxial texture evolution in endotaxial MnP films grown on GaP (100)
Bibliographic record
Abstract
Epitaxial to axiotaxial texture transition as a function of substrate temperature is reported in polycrystalline MnP films, which were grown on GaP (100) substrates using metal organic vapor phase epitaxy. At low growth temperatures, the texture consists of a limited number of epitaxial orientations, which have a common alignment (axiotaxy axis). The number of epitaxial orientations increases at higher growth temperatures, while keeping the same axiotaxy axes, such that only axiotaxial texture is observed at growth temperatures above 700 °C. An estimate of the strain values on the axiotaxy axes at the MnP/GaP interface is provided, assuming a periodic interface, which would favor strain minimization as the main reason for the preservation of such a texture. Since MnP grains grow endotaxially on GaP, this texture transition may be a consequence of MnP/GaP interface reconstruction at different growth temperatures.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".