Communication systems : the state of the art : IFIP 17th World Computer Congress - TC6 stream on communication systems : the state of the art, August 25-30, 2002, Montréal, Québec, Canada
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
Preface. Research Advances in Middleware for Distributed Systems: State of the Art R.E. Schantz, D.C. Schmidt. Internet Routing: The State of the Art K. Ramasamy, A. Arokiasamy, P.A. Balakrishnan. Performance of Telecommunication Systems: State of the Art K. Kontovasilis, S. Wittevrongel, H. Bruneel, B. Van Houdt, C. Blondia. Enhancing Web Performance A. Iyengar, E. Nahum, A. Shaikh, R. Tewari. Network Management: State of the Art R. Boutaba, Jin Xiao. State of the Art of Service Creation Technologies in IP and Mobile Environments J. Jormakka, H. Jormakka. QoS, Security, and Mobility Management for Fixed and Wireless Networks under Policy-based Techniques G. Pujolle, H. Chaouchi. A Multicast Routing Protocol with Multiple QoS Constraints Li Layuan, Li Chunlin. Anonymous Internet Communication Based on IPSec Ronggong Song, L. Korba. Internet Interconnection Economic Model and its Analysis: Peering and Settlement M.B. Weiss, Seung Jae Shin. Dimensioning Company Intranets for IT Bandwidth S. Vincze.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.013 | 0.003 |
| Research integrity | 0.000 | 0.003 |
| 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