Leaky Horns: A New Paradigm of Developing Electromagnetic Horns Based on Leaky- Wave Structures
Why this work is in the frame
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Bibliographic record
Abstract
More than one-century history of microwaves has witnessed two seemingly unrelated developments of leaky-wave and horn antennas. While conventional horns cannot be made free from phase error even though the optimum horn criterion is adopted, this problem can theoretically be tackled by artfully exploiting the plane-wave nature of near-field wedge-shaped regions of leaky-wave antennas/structures to create an intrinsically phase-error-free horn. This special horn class is comprised of a pair of properly aligned leaky-wave structures and is thus named “leaky horn” to imply its hybrid attribute inherited from both leaky-wave and horn communities. From the authors' perspective, the leaky horn presents a paradigm shift in developing electromagnetic horns, which will be a competitive rival over conventional horns in wireless applications and thus merits close attention.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 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