Temperature Dependence Analysis for β-Ga2O3 Studied by Terahertz Time-Domain Spectroscopy
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
In recent years, beta-gallium oxide ( β -Ga 2 O 3 ) has attracted attention as an emerging ultrawide-bandgap semiconductor material. For β -Ga 2 O 3 semiconductor application, it requires a thorough study of its temperature dependence to determine its performance under multiple temperature environments. THz-TDS is a powerful technique [1-5] for accurately measuring the refractive index of semiconductors. By analyzing the transmitted THz field, we can calculate the refractive index of the sample in the THz region. Subsequently, the obtained data can be fitted with the Drude-Lorentz model to analyze the transport properties of the material. This study aims to provide valuable insights into the study of β -Ga 2 O 3 , which is essential for advancing its application prospects in various fields.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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