A personal communication network architecture using the IEEE 802.6 MAN
Why this work is in the frame
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Bibliographic record
Abstract
The authors describe a distributed architecture based upon IEEE 802.6 metropolitan area networks (MANs) that will provide interconnection over a metropolitan area for wireless personal communications. An appropriate bridge routing strategy is suggested to interconnect the several MANs needed to cover an urban metropolitan area. A novel isochronous transport mechanism is proposed to facilitate speech silence suppression over the MAN. While a queue-arbitrated connectionless service is used for signaling over MANs to enable call setup and handoff, voice circuits are provided by means of the pre-arbitrated isochronous service. Connection issues within a metropolitan area relevant to call setup and handoff are examined. To facilitate capacity savings between voice talk spurts on the MAN, a technique is described which enables the isochronous service to accommodate data rate variations.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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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 | 0.001 | 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