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Record W4401431020 · doi:10.1177/20501579241269653

Shaping infrastructural futures: The International Telecommunication Union’s visions for mobile communications and the anticipatory politics of 5G standardization

2024· article· en· W4401431020 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

VenueMobile Media & Communication · 2024
Typearticle
Languageen
FieldEngineering
TopicICT Impact and Policies
Canadian institutionsToronto Metropolitan University
FundersAustralian Research Council
KeywordsStandardizationVisionFutures contractTelecommunicationsPoliticsMobile telephonyEuropean unionGeneral partnershipWork (physics)Process (computing)Political scienceSociologyBusinessComputer scienceEngineeringInternational tradeMobile radioLaw

Abstract

fetched live from OpenAlex

This article shows how dominant actors inscribe certain ideas, visions, and predictions of infrastructural futures for international mobile telecommunications through standardization. It argues that standard setting is a key avenue that brings different (and sometimes divergent) interests, groups, concerns, and activities into alignment around a certain vision of social and technological progress. To demonstrate this, two key stages in the 5G standardization process were examined. First, we explored the path to the release of IMT-2020—the standard for 5G networks, devices, and services released by the Radiocommunication Sector of the International Telecommunication Union. Through the standard setting process, two key visions of 5G—one “evolutionary”, the other “revolutionary”—became highly influential ideas of a future worth striving for. Second, we examined how one technical feature of the IMT-2020 standard—the capacity for network slicing—was realized through the work of partner organization the Third Generation Partnership Project (3GPP). In doing so, this article reveals the processes that define the infrastructural conditions that underpin international mobile telecommunications. It also draws attention to how standardization has the potential to redefine the parameters of mobile media and communication in significant ways.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.512
Threshold uncertainty score0.433

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.020
GPT teacher head0.305
Teacher spread0.285 · 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