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Record W2765166686 · doi:10.7202/1043061ar

Accommodating Asylum Seekers and Refugees in Indonesia: From Immigration Detention to Containment in “Alternatives to Detention”

2017· article· en· W2765166686 on OpenAlex
Antje Missbach

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.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueRefuge Canada s Journal on Refuge · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsUniversité de MontréalUniversité LavalYork UniversityUniversité du Québec à Montréal
Fundersnot available
KeywordsRefugeeImmigration detentionImmigrationPolitical scienceFreedom of movementScholarshipCriminologyLawSociology

Abstract

fetched live from OpenAlex

Considered the last ‘stepping stone’ before Australia, Indonesia plays an important role in immobilising secondary movements of asylum seekers and refugees in Southeast Asia. While migration scholarship has dedicated substantial attention to immigration detention and the deplorable living conditions inside immigration detention centres (IDCs), this article explores “alternatives to detention” (ATD) in two Indonesian localities: the city of Makassar and the province of Aceh. Seeking to contribute to a critical examination of ATD more generally, this article examines individual freedom, mobility, mechanisms of care and aid provision, protection of rights, self-determination, and matters of personal safety. The article illustrates the remaining limitations and the lack of rights that asylum seekers and refugees in Indonesia continue to face outside of IDCs. A durable solution, in the form of integration, is not available to asylum seekers and refugees, as they are prevented from integrating into the local host societies, and their social and economic mobility remains widely restricted. Yet at the same time, despite more physical mobility in ATD, asylum seekers and refugees remain contained within Indonesia as their onward movement remains deterred as well.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.817
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
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 head0.013
GPT teacher head0.311
Teacher spread0.298 · 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