Low leakage a-Si:H thin film transistors deposited on glass substrates using hot-wire chemical vapor deposition
Bibliographic record
Abstract
Stable, low leakage current hot-wire chemical vapor deposition (HWCVD) thin film transistors (TFTs) were fabricated using graphite filament on Corning 1737 glass substrates. TFTs were deposited using a bottom gate, inverted staggered, self-aligned, low temperature process with a molybdenum metal gate, a trilayer consisting of a HWCVD a-Si:Hi layer sandwiched between two plasma enhanced chemical vapor deposition (PECVD) a-SiNx:H layers, followed by a PECVD n+ a-Si:H Ohmic contact layer, and a final aluminum metal for source and drain contacts. Ion∕Ioff ratio exceeds 108 and the leakage current is less than 10−13A, while the field effect mobility is in the range of 0.13cm2∕Vs and the subthreshold slope is 0.6V∕decade. Time stress bias measurements show β of 0.156 for HW a-Si TFTs, showing superior stability compared to their fully PECVD counterparts.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".