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Record W4200559168 · doi:10.18357/bigr31202120266

Rohingya Refugee Movement in Bangladesh: Insiders and Outsiders in Strengthening and Weakening of Borders

2021· article· en· W4200559168 on OpenAlex
Sariful Islam

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
KeywordsRefugeeMovement (music)Political sciencePolitical economySociologyLawAesthetics

Abstract

fetched live from OpenAlex

This paper examines the role insiders and outsiders play directly and indirectly in strengthening both territorial and psychological borders. At the same time, it also investigates how they undermine the existing boundaries of difference; in other words, how they weaken borders. This study understands ‘borders’ as both physical and cultural boundaries or visible and invisible boundaries of (re)producing and (re)ordering “us” versus “them” or insiders and outsiders. The conceptual framework developed by Azmeary Ferdoush (2017) has been employed to investigate the role of insiders and outsiders in strengthening and weakening borders. The Rohingya movement to Bangladesh case study is used to examine the paradoxical affects that both insiders and outsiders have on borders. This study aims to contribute the existing literature by explaining how borders are (re)produced and (re)shaped with the interaction of both the insiders and outsiders, with a specific focus on the implications of the refugee movement on border-making. Key Words: Border, Refugee Movement, Rohingya Refugee, Bangladesh.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.632
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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 head0.016
GPT teacher head0.336
Teacher spread0.320 · 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