Graphene-based non-reciprocal spatial isolator
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 novel spatial non-reciprocal isolator based on magnetically biased graphene is introduced and analyzed. A brief review of the gyrotropic properties of graphene is provided. The proposed structure is analyzed in terms of an equivalent dyadic transmission line model. A fundamental difference between the proposed structure and the ferrite-based spatial isolators is that the former operates under a small Faraday rotation angle, preventing the need for multiple graphene sheets, whereas the later requires a 45° rotation angle, involving a relatively large and therefore lossy length of ferrite. Moreover, thanks to the strong dependence of isolation on the chemical potential, which may be tuned by a gate voltage, the proposed device may be used as a variable space attenuator.
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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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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