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Record W3046757552 · doi:10.1080/01436597.2020.1791070

Refugee community organisations: capabilities, interactions and limitations

2020· article· en· W3046757552 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.

Bibliographic record

VenueThird World Quarterly · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsRefugeeGrassrootsContext (archaeology)ScholarshipCorporate governancePoliticsSociologyState (computer science)Political sciencePublic relationsLawBusinessBiology

Abstract

fetched live from OpenAlex

This article focuses on ways in which refugee-led community organisations (RCOs) carve out a space of influence through civic activism in the migration architectures of receiving countries. Building on scholarship addressing migration governance and grassroots refugee organisations, it argues that RCOs have become vital in the refugees’ search for means to alleviate the sufferings of their fellows, to empower their community and claim rights for an improvement of their conditions. The notions of invented and invited spaces are convenient to describe opportunities, limitations and the ways of interactions encountered by emerging formal and informal RCOs. Drawing on qualitative data obtained from Syrian RCOs and governance actors in Turkey, the article demonstrates how increasing numbers of RCOs operate in the invited spaces opened by the state agencies and international donors. Only rarely, however, are RCOs able to invent spaces to change existing power relations, as Turkey’s political context categorically opposes rights-based advocacy of any marginalised group, and the national refugee governance is based on temporary protection. The findings can serve to analyse the dynamics of new refugee groups’ collective actions as well as their interactions with governance actors at transnational, national and local levels.

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)0.000
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.774
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.058
GPT teacher head0.305
Teacher spread0.247 · 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