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Record W2350584242

Blesses and Curses: Virtual Dissidence as a Contentious Performance in the Arab Spring's Repertoire of Contention

2014· article· en· W2350584242 on OpenAlex
Nermin Allam

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

VenueInternational journal of communication · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicCritical Theory and Philosophy
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsRepertoireDichotomyContentious politicsAgency (philosophy)SalientSocial movementPoliticsBridge (graph theory)The InternetSocial mediaSociologyPolitical scienceMedia studiesEpistemologySocial scienceLawComputer scienceWorld Wide Web
DOInot available

Abstract

fetched live from OpenAlex

Activists have fashioned nonconventional forms of repertoire and contentious performances during the recent conflicts in the Middle East and North Africa. Salient among these contentious performances is virtual dissidence. I conceptualize virtual dissidence as a political performance in the repertoire of contention between authoritative regimes and the latter’s contenders. The metaphors of repertoire and performance bridge apparent conceptual dichotomies in analyzing the role of social media in the Arab Spring such as structure versus agency in the service of a relational account of it. This essay will not bring these debates to any final resolution; rather, my goal is to provide a modest yet productive intervention in the debate over the importance of Internet activism in social movements. The significance of understanding virtual dissidence as emerging from repertoire is that it frames a meso-level explanation of collective action and political change. It accounts for the constraints imposed by the macro structure and the array of innovative responses ignited by activists’ determination.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.351
Threshold uncertainty score0.133

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.028
GPT teacher head0.346
Teacher spread0.319 · 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