Recent Progress in Dilute Nitride-antimonide Materials for Photonic and Electronic Applications
Bibliographic record
Abstract
This paper reviews the recent progress in GaNAsSb material for photonic and electronic applications. All the results and data presented in this review article are summarized from our previously published works in refs. 6-12. Photoresponsivity of 12A/W and cut-off frequency of 4.5GHz were achieved in the 1.3μm GaNAsSb based photodetector. A GaNAsSb/GaAs optical waveguide system was also demonstrated at 1.55μm. The GaNAsSb based photoconductive switch exhibits pulsed response with FWHM of 30ps and photoresponse of up to 1.6μm. The turn-on voltage of the device fabricated from GaNAsSb based HBT is ~330mV lower than that of a conventional AlGaAs/GaAs HBT.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".