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Record W4400651467 · doi:10.1080/00472336.2024.2371976

Introduction: Revolution and Solidarity in Myanmar

2024· article· en· W4400651467 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.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Contemporary Asia · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicAsian Geopolitics and Ethnography
Canadian institutionsnot available
FundersInternational Development Research Centre
KeywordsSolidarityInterpretation (philosophy)Power (physics)State (computer science)Political scienceFace (sociological concept)ContingencyTransition (genetics)Political economyPeriod (music)SociologyLawEpistemologyPoliticsPhilosophySocial scienceAesthetics

Abstract

fetched live from OpenAlex

Myanmar is in a protracted revolutionary situation. State military authority has been greatly weakened but has not collapsed in the face of an array of armed and unarmed forces, new and established, which have fought against the junta that seized power in 2021. What forms of solidarity have contributed to the making of a revolutionary situation in Myanmar? How have they been sustained? Where and why has solidarity been hindered or broken? These questions animate the contributions to this Special Issue. To introduce them, this article explains the adoption of “revolution” as a category to describe and interpret events in Myanmar since the military coup. It does this by juxtaposing the period of transition in the 2010s, and interpretations of it, with the post-coup situation. It argues that as the transition paradigm became commonsense, it constrained understanding about happenings in Myanmar. Everything was debated in reference to an anticipated future state. Against that way of proceeding, the article advocates for description and interpretation of the revolutionary situation that turns on its radical contingency and eventfulness.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.598
Threshold uncertainty score0.190

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 studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
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 head0.021
GPT teacher head0.304
Teacher spread0.282 · 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