Negative Capacitance Transistor with Two‐Dimensional Channel Material (Molybdenum disulfide, MoS<sub>2</sub>)
Bibliographic record
Abstract
Negative capacitance field effect transistor with two‐dimensional channel material (2D‐NCFET) has received lots of attention as a steep switching device for low power application. In this work, a P(VDF0.75‐TrFE0.25) ferroelectric capacitor is connected in series to the gate electrode of baseline FET with two‐dimensional channel material, i.e., molybdenum disulfide (MoS2). With the help of negative capacitance effect in ferroelectric material (herein, notice that the NC effect is physically originated from the polarization switching in ferroelectric material), it is experimentally demonstrated that the 2D‐NCFET enables to achieve the sub‐60 mV/decade subthreshold swing (SS = 32 mV/decade at 300 K). Note that the SS of baseline FET used for the 2D‐NCFET is 110 mV/decade at 300 K.
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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 | 0.000 |
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 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".