Silicon Solar Cell With Integrated Tunnel Junction for Multijunction Photovoltaic Applications
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
A silicon (Si) solar cell structure with an integrated Si tunnel junction (TJ) is proposed for multijunction (MJ) solar cell applications. The TJ is fabricated on top of an ordinary Si solar cell via the proximity rapid thermal diffusion process. The fabricated solar cells with integrated TJs show nondegraded photovoltaic characteristics. The electrical performance of the TJs allows for normal operation of Si-based MJ solar cells under at least 250-sun illumination and can be improved to achieve compatibility for higher illumination levels. The structure reported in this letter serves as a promising candidate for use as a bottom cell with an integrated TJ for low-cost and high-efficiency MJ solar cells.
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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 | 0.001 |
| 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