Temperature dependence of photoluminescence from Γ–Γ and Γ–<i>X</i>minibands in lattice matched InGaAs/InP superlattices
Bibliographic record
Abstract
The effects of temperature on the optical properties of lattice matched InGaAs/InP superlattices are reported. We found that the PL spectra are dominated by the recombination of carriers in the lowest energy minibands formed by Γ – Γ and Γ – X . Effects of temperature on the contribution of each of these minibands are analyzed using two distinct models, proposed by Varshni and Viña. The Debye temperature of the material was estimated to be 356 K and small values of the Varshni parameter α demonstrated that InGaAs/InP superlattices are an attractive system for high operating temperature devices. Additionally, the fit of experimental data by Viña’s model provided an estimate of the strength of the exciton-average phonon.
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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 | 0.001 |
| 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".