High spatial resolution mapping of partially strain-compensated SiGe:C films in the presence of postannealed defects
Why this work is in the frame
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Bibliographic record
Abstract
An experimental-analytical technique for the model-independent nondestructive characterization of single-crystal alloys is applied to partially strain-compensated SiGe:C∕Si single layer structures with high concentrations of Ge. The studies were performed on pre- and postannealed SiGe:C∕Si samples. X-ray Bragg diffraction profiles were collected at a synchrotron radiation source near the absorption edge of Ge. The studies have allowed the reconstruction of the complex crystal structure factor as a function of crystal depth, permitting direct observation of the effect of the thermal annealing on lattice strain and structural composition in the SiGe:C layer. The technique was shown to be applicable to the analysis of both perfect crystals and crystal structures containing a low defect concentration.
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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) | 0.000 | 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