Control of dielectric cap induced band-gap shift in 1.55 μm laser structures
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
Silicon oxynitride (SiOxNy) thin films, deposited by electron cyclotron resonance plasma enhanced chemical vapor deposition, have been used to induce blueshifting of the emission wavelength of 1.55 μm partial three quantum well laser structures after an annealing treatment. The SiOxNy caps had thicknesses of about 1000 Å and refractive indices ranging from 1.45 to 1.85. Room temperature photoluminescence was used to measure the magnitude of the cap-induced blueshift. It was found that the maximum blueshift occurs for an index of refraction of 1.63. Rapid thermal annealing was applied after the deposition and the importance of accurate temperature control is discussed. Finally, the role of the microwave power is analyzed and its impact on the blueshift is discussed.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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