Bibliographic record
Venuenot available
Typearticle
Languageen
FieldComputer Science
TopicOpportunistic and Delay-Tolerant Networks
Canadian institutionsnot available
FundersInstitute of Acoustics, Chinese Academy of SciencesFundação para a Ciência e a TecnologiaUniversity of Texas at El PasoUniversity of California, IrvineUniversity of California, DavisUniversity of California, Los AngelesCollege of Engineering, Michigan State UniversityUniversity of Illinois at Urbana-ChampaignNational Institute of Standards and TechnologyLobachevsky State University of Nizhny NovgorodAlfaisal UniversityNile UniversityShanghai University of Electric PowerUniversité de SfaxInstituto de TelecomunicaçõesDalian Maritime UniversityUniversity of Chinese Academy of SciencesTokyo University of Agriculture and TechnologyBangladesh University of Engineering and TechnologyUniversité Paris-Est Créteil Val-de-MarneShenzhen UniversityUniversità degli Studi di MessinaXiamen UniversityUniversity of MumbaiIran Telecommunication Research CenterNanjing Institute of TechnologyNanjing UniversityPeople's Liberation Army University of Science and TechnologyPeking UniversityFreie Universität BerlinUniversidade Federal de Minas GeraisKorea Advanced Institute of Science and TechnologyNational University of Defense TechnologyZhejiang Sci-Tech UniversityNational Taiwan UniversityUniversidade Estadual de CampinasOulun YliopistoUniversità di BolognaNational Chiao Tung UniversityTokyo University of AgricultureUniversité Paris DescartesUniversity of North Carolina at CharlotteNational Central UniversityUniversity of British ColumbiaJilin UniversityUniversidade Federal do Rio Grande do SulChinese University of Hong KongZhejiang UniversitySouthwest Jiaotong UniversityUniversità degli Studi di FirenzeWaseda UniversityKungliga Tekniska HögskolanUniversity of Wisconsin-MadisonQatar UniversityUniversity College LondonTongji UniversityNational Sun Yat-sen UniversityOrta Doğu Teknik ÜniversitesiQueen's UniversityUniversität zu LübeckUniversity of WollongongKing Abdulaziz UniversityIndustrial Technology Research InstituteKing Fahd University of Petroleum and MineralsSamsungUniversity of Hong KongImperial College LondonUniversity of TorontoUniversity of SurreyUniversidad de MurciaIntel CorporationHarbin Engineering UniversityLunds UniversitetCentre National de la Recherche ScientifiqueUniversidade Federal de UberlândiaResearch, Development and Engineering CommandJohns Hopkins UniversityUniversity of WarwickDalian University of TechnologyIndian Institute of ScienceTechnische Universität DresdenMacquarie UniversityConcordia UniversityStony Brook UniversityTechnische Universität BerlinAjou UniversityUniversity at BuffaloUlsan National Institute of Science and TechnologyNantong UniversityBar-Ilan UniversityGwangju Institute of Science and TechnologyUniversitat Pompeu FabraSun Yat-sen UniversityChinese Academy of SciencesAcademia SinicaGeorge Washington UniversityChongqing UniversityBeihang UniversityUniversity of TwenteUniversity of South AustraliaUniversity of Electronic Science and Technology of ChinaDeakin UniversityTechnische Universiteit DelftYork UniversityUniversity of Technology SydneyUniversity of New South WalesUniversity of ThessalyKansai UniversityBeijing University of TechnologyNanyang Technological UniversityNanjing University of Aeronautics and AstronauticsSoutheast UniversityUniversidad Carlos III de MadridNational University of SingaporeTechnische Universität MünchenDurham UniversityShanghai Educational Development FoundationQueen's University BelfastUniversity of MelbourneUniversity of ManchesterIndian Institute of Technology MadrasUniversity of SouthamptonTennessee Tech UniversityUniversidade Federal do ParáAristotle University of ThessalonikiUniversity of CarthageInstitut Mines-TélécomÉcole Polytechnique Fédérale de LausanneSouth Dakota School of Mines and TechnologyCentral China Normal UniversityUniversidade de AveiroXidian UniversityUniversity of Southern CaliforniaInstitute for Infocomm ResearchPosts and Telecommunications Institute of TechnologyUniversity of Science and Technology BeijingBeijing University of Posts and TelecommunicationsKing's College LondonPontifícia Universidade Católica de Minas GeraisSingapore University of Technology and DesignSamsung Advanced Institute of TechnologyPrinceton UniversityDeutsches Zentrum für Luft- und RaumfahrtArizona State UniversityNational Institute of Information and Communications TechnologyUniversidade Federal de Santa CatarinaCisco SystemsUniversità degli Studi di CagliariUniversity of CyprusUniversity of OklahomaInstitut national de recherche en informatique et en automatique (INRIA)Korea UniversityInstitute of Computing Technology, Chinese Academy of SciencesHong Kong University of Science and TechnologyZTE CorporationUniversity of SydneyUniversity of South FloridaMissouri University of Science and TechnologyUniversity of MinnesotaLahore University of Management SciencesUniversità degli Studi di ParmaMiddlesex UniversityUniversité Paris-SudKingston UniversityUniversitat Politècnica de CatalunyaUniversity of AlbertaAalborg UniversitetOld Dominion UniversityUniversidade de VigoMichigan Technological UniversityHeriot-Watt UniversityUniversité de SherbrookeState University of New YorkMcMaster UniversityNew Mexico State UniversityBeijing Jiaotong UniversityUniversity of PittsburghIowa State UniversitySyracuse UniversityUniversity of Massachusetts DartmouthKing Abdullah University of Science and TechnologyUniversity of OxfordHelsingin YliopistoUniversité du Québec à MontréalMonash UniversityTechnische Universität KaiserslauternGeorgia State UniversityUniversità degli Studi di TrentoDartmouth CollegeNanjing University of Posts and TelecommunicationsUniversity of Ontario Institute of TechnologyLouisiana State UniversityGuangdong University of Petrochemical TechnologyUniversity of Texas at ArlingtonHaute école Spécialisée de Suisse OccidentaleUniversity of South CarolinaAlexandria UniversityMcGill UniversityUniversity of Engineering and Technology, LahoreTel Aviv UniversityWest Virginia UniversityUniversità degli Studi di Roma Tor VergataUniversity of OttawaDepartment for Enterprise, Trade and Investment, UK GovernmentUniversity of Texas at AustinKyung Hee UniversityIndian National Science AcademyPennsylvania State UniversityUniversity of Notre DameHong Kong Polytechnic UniversityUniversity of WyomingKeio UniversityUniversidad del CaucaMemorial University of NewfoundlandHarbin Institute of TechnologyUniversity of MemphisNational Tsing Hua UniversitySouth Dakota State UniversityUniversidade Federal do AmazonasUniversity of TehranPolitecnico di TorinoVirginia Polytechnic Institute and State UniversityTrinity College DublinUniversity of WashingtonUniversity of BristolNorthwestern UniversityRensselaer Polytechnic InstituteUniversity of Central FloridaUniversité du LuxembourgNorth Carolina State UniversityHuazhong University of Science and TechnologyUniversidade da Beira InteriorArmy Research LaboratoryGeorgia Institute of TechnologyLG ElectronicsUniversity of Science and Technology of ChinaTsinghua UniversityUniversity of PennsylvaniaResearch Institute, Georgia Institute of TechnologyRice UniversityCyprus University of TechnologyMichigan State UniversityZhejiang Wanli UniversityUniversité Européenne de BretagneAuburn UniversityShanghai Jiao Tong UniversityMinistry of Education, IndiaRutgers, The State University of New JerseyVictoria UniversityUtah State UniversityMitsubishi Electric Research LaboratoriesUniversità di CataniaChongqing University of TechnologyCommonwealth Scientific and Industrial Research OrganisationUniversity of Nebraska-LincolnMassachusetts Institute of TechnologyU.S. Department of Homeland SecurityGeorge Mason UniversityUniversity of California, Santa BarbaraBaylor UniversityAalto-YliopistoUniversity of WaterlooUniversity of West FloridaSouthern Methodist UniversityTowson UniversityQualcommCentro Nacional de Investigaciones CardiovascularesCity University of Hong KongQueen Mary University of LondonWayne State UniversityDe La Salle UniversityUniversità Politecnica delle MarcheUniversity of EdinburghColorado State UniversityEcole Supérieure des Communications de TunisPurdue UniversityTechnische Universität Braunschweig
KeywordsComputer science
Abstract
The following topics are dealt with: ad hoc and sensor networks; routing and flow optimization; VANET management; delay tolerant networks; node placement and topology control; topology management; protocols; communication and information system security; cognitive radio; spectrum sensing; quality of service, reliability and modelling; multimedia communications; communication software; communication theory; coding theory; network coding; cooperative communications; next generation networking; optical networks; signal processing; and Long term Evolution.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.325
Threshold uncertainty score0.000
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.675 | 0.377 |
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 head0.012
GPT teacher head0.227
Teacher spread0.215 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
Study designNot applicable
Domainnot available
GenreOther
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".
Quick stats
Citations0
Published2013
Admission routes1
Has abstractyes