Trap Recovery by in-Situ Annealing in Fully-Depleted MOSFET With Active Silicide Resistor
Why this work is in the frame
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Bibliographic record
Abstract
This work reports first original results on the impact of active in-situ electro-thermal recovery, on the electrical and low-frequency noise characteristics of N-type MOS transistor with thick high-k metal gate oxide, from 28 nm Fully Depleted Silicon-On-Insulator (FDSOI) process. In order to recover “typical” device characteristics, four cycles of local thermal annealing up to 590K are applied for 14 ms each, using an active silicide source. Experimental results reveal an important improvement of the “corner” transistor’s I-V behavior allowing the recovery of “typical” device characteristics. An increase of the maximum transconductance by 43% is obtained. In the same time, a typical device stays unaffected by this local annealing. Low-frequency noisemeasurements showa clear reduction of the 1/f noise and Random Telegraph Noise by almost one decade, after the electro-thermal recovery. This can explain the improvement of the electrical characteristics by annealing of defects.
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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 | 0.001 |
| 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