Novel Miniaturized Wearable Frequency Selective Surface Design for Stable Nearfield Band-stop Characterization
Bibliographic record
Abstract
This work aims to introduce a novel aspect of Frequency Selective Surface (FSS), which is essential for designing wearable shields in the X-band spectrum. Based on the provided discussion, a flexible band-stop scheme is proposed resulting in stabilized shielding effectiveness (SE) both in the nearfield (NF) and farfield (FF). To analyze the NF filtering capability of FSS, some discrete localized electric field probes are placed at different points of the NF zone. The frequency spectrum of the NF signal is extracted for two in-band and out-band harmonics. The final design shows one stabilized transmission zero. The transmission zero attenuation does not significantly change as a function of spatial distance from the FSS. Similarly, the shield does not experience a resonant frequency shift in the NF zone.
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How this classification was reachedexpand
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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".