MétaCan
Menu
Back to cohort
Record W619572336

Proceedings of the second international workshop on Mobility management & wireless access protocols

2004· article· en· W619572336 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueMobility Management and Wireless Access · 2004
Typearticle
Languageen
FieldComputer Science
TopicMobile Agent-Based Network Management
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsWirelessComputer scienceTelecommunicationsWireless networkWork (physics)Mobility managementEngineering managementEngineering
DOInot available

Abstract

fetched live from OpenAlex

We are delighted to welcome you to Philadelphia for the 2004 ACM International Workshop on Mobility Management and Wireless Access (MobiWAC 2004). With the advent of wireless and mobile devices, wireless communication technology is enjoying its fastest growth period in history, and this is likely to continue in the near future, while affecting the way we live and work. Yet, mobility and wireless device access are still in their early stage of development. This workshop was created to highlight two of the important challenges in realizing the dream of anytime, anywhere communication and computing, i.e., mobility management and wireless access. This MobiCom workshop follows the successful first MobiWac Workshop that was held in Forth Worth, TX last year.The workshop program proudly presented to you consists of an impressive set of high quality technical papers and posters. Also featured is a high-profile keynote address from Prof. Sajal Das of the University of Texas, a distinguished and well known researcher who has made significant contributions to wireless networking. We do hope that you will find the presentations useful to your own research and lead to further innovations in this field.The success of this workshop required significant effort and dedication on the part of many people. We greatly appreciate the tireless and diligent efforts of Prof. Sotiris Nikoletseas, the Program Committee Chair, who put together an excellent technical program especially given the short review turnaround time. We are indebted to the members of the Technical Program Committee who were remarkable in completing reviews in a timely manner, especially given the short review time. We are also thankful to our publicity chair, Mirela Sechi Moretti Annoni Notare, for persistently advertising this event in several ways that gained us significant visibility in the research community. We extend our greatest gratitude to our sponsor ACM SIGMOBILE, MobiCom 2004 Organizing committee and to the ACM Staff for all their support.Most of all, we would like to thank all of you, the attendees, for supporting this workshop. We encourage you to interactively participate in this workshop and avail of the numerous networking opportunities. We also hope that you have had or will find the time to explore this historical city of Philadelphia, one-time national capital. Finally, we solicit your continued support in the future and welcome your valuable feedback and comments.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Open science
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.715
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0020.002
Open science0.0070.008
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.027
GPT teacher head0.294
Teacher spread0.267 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it