Permanent bonding process for III-V/Ge multijunction solar cell integration
Why this work is in the frame
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Bibliographic record
Abstract
In this paper, we propose a process to permanently bond multi-junction solar cells (MJSCs) front side to a transparent superstrate using polydimethylsiloxane (PDMS). This process could allow for substrate handling during several fabrication schemes such as thin MJSCs, substrate lift-off /recycling or through cell via contacts (TCVC) solar cells. The developed process is compatible with standard microfabrication processes such as photolithography, etching or metallization. Permanent bonding of III-V/Ge triple junction solar cell on quartz superstrate has been used to handle the solar cell and to demonstrate a 20 µm thick TCVC device. No significant performance loss was observed on I-V characteristics for a bonded triple junction solar cell.
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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