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Record W7116796949 · doi:10.1177/15423166251407446

Rethinking Humanitarian Diplomacy for Myanmar's Rohingya Crisis Resolution: A Critical Analysis

2025· article· en· W7116796949 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Peacebuilding & Development · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicAsian Geopolitics and Ethnography
Canadian institutionsUniversity of Winnipeg
Fundersnot available
KeywordsCognitive reframingPeacebuildingDiplomacyHumanitarian aidGrassrootsHumanitarian crisisLegitimacyInternational relationsStalemateHumanitarian intervention

Abstract

fetched live from OpenAlex

The Rohingya crisis in Myanmar, driven by systemic exclusion and intensified by the 2021 military coup, has defied conventional conflict resolution using peacebuilding approaches. This article argues for a shift toward an integrated Humanitarian–Development–Peace nexus, operationalized through Track II diplomacy and humanitarian diplomacy, to bridge immediate protection needs with long-term and sustainable conflict transformation. Using a qualitative, interpretive design and comparative analysis of the Oslo and Aceh peace processes, the study identifies transferable mechanisms for Myanmar's multi-actor context. It proposes a pragmatic model linking informal dialogue, localized “access compacts,” and incremental confidence-building measures to verifiable humanitarian outcomes. The model assigns complementary roles to ASEAN (regional facilitation), Canada (technical and legal leverage), and Qatar (mediation and convening), while embedding grassroots and faith-based actors for legitimacy and authenticity. By reframing peace intervention as a continuum, the article offers a roadmap for inclusive, adaptive strategies that advance humanitarian access and lay foundations for sustainable peace, where, like the Rohingyas, all displaced persons can return with safety and dignity.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.651
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
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 head0.034
GPT teacher head0.375
Teacher spread0.341 · 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