Raman scattering in carbon-doped InAs
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Bibliographic record
Abstract
Carbon-doped InAs samples grown by organometallic vapor phase epitaxy were studied by Raman spectroscopy. A local vibrational mode (LVM) identified at 527cm−1 correlated with carbon concentration from secondary ion mass spectroscopy measurements, and based on LVM trends in other III-Vs, appears to be consistent with substitutional acceptors. On the other hand, an increase in n-type doping is observed with increasing carbon concentration, which suggests that carbon also generates donors, either substitutional point defects, or complexes. An additional LVM at 386cm−1 is present in as-grown samples, and can be eliminated by annealing under nitrogen. This mode is attributed to a carbon-hydrogen complex.
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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