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Record W4200003224 · doi:10.18357/bigr31202120261

Rohingya Refugees in South Asia: An Exploration of Social Borders and the Margins

2021· article· en· W4200003224 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.

venuePublished in a venue whose home country is Canada.
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

VenueBorders in Globalization Review · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicAsian Geopolitics and Ethnography
Canadian institutionsnot available
Fundersnot available
KeywordsRefugeeStatelessnessPolitical scienceCitizenshipBurmeseState (computer science)Gender studiesGeographyPoliticsSociologyLaw

Abstract

fetched live from OpenAlex

By reviewing the case of the Rohingya, a marginalized community in the postcolonial state of Myanmar, this article (as part of a special section on South Asian border studies) explores the perspective of Rohingya refugees and conceptualizes social borders from the voices of the refugees. Juxtaposing postcolonial borders with narrations of Rohingya in India brings out the politics of the marginalized communities in the country’s borderlands. The article shows how borderscapes are shaped for refugees that articulate ideas of social justice and recognition. Building on international studies of the Rohingya, I conducted fieldwork into the situation of the Rohingya in India. The resulting interviews add to our understanding of Rohingya refugees and address a scarcity of literature on the Rohingya in border studies. Through the analysis, I discover the history of the Rohingya identity in Myanmar, which contextualizes their statelessness. Social borders and state legislation reinforce barriers to citizenship and sharpen the exclusion of migrants, refugees, and other stateless peoples in South Asia. 
 Keywords: South Asia, Refugees, Rohingya, post-colonial states, boundaries, borders, margins, Southeast Asia, marginal communities.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.883
Threshold uncertainty score0.360

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.029
GPT teacher head0.368
Teacher spread0.339 · 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