Room‐temperature operation of transistor vertical‐cavity surface‐emitting laser
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Bibliographic record
Abstract
The first room‐temperature operation of a transistor vertical‐cavity surface‐emitting laser (T‐VCSEL) is demonstrated. Fabricated using an epitaxial regrowth process, the T‐VCSEL is electrically a pnp‐type bipolar junction transistor and consists of an undoped AlGaAs/GaAs bottom DBR, an InGaAs triple‐quantum‐well active layer, an Si/SiO 2 dielectric top DBR, and an intracavity contacting scheme with three electrical terminals. The output power is controlled by the base current in combination with the emitter‐collector voltage, showing a voltage‐controlled operation mode. A low threshold base‐current of 0.8 mA and an output power of 1.8 mW have been obtained at room temperature. Continuous‐wave operation was performed up to 50°C.
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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