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
Delay lines are used in printed circuit boards (PCBs) to produce delay between two points (or devices) while occupying as little board space as possible. As higher clock frequency is used in circuits, electromagnetic coupling between adjacent traces of delay line increases. The coupling that takes place between all the parallel adjoining traces combines synchronously or asynchronously to cause dispersion. Consequently, simple analytic techniques that predict delay line behavior are ineffective to predict precise delay and costly full-wave modeling or measurement becomes essential. In this paper, we consider microstrip meander delay lines and study the effect of the number of segments on resulting delay using full-wave modeling and measurement. We show that for short segments and when the number of segments is large enough, the resulting delay per segment is almost uniform and does not change as the number of segments increases. We show a linear relationship between the number of segments and the total delay, thus allowing for simple delay line design without the prohibitive cost of full-wave three-dimensional modeling of the entire delay line structure. Demonstration of these findings is supported by numerical simulations and experimental measurement.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 it