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Record W2889850199 · doi:10.24847/55i2018.187

Migration and Refugee Policy-Making in Modern Egypt, Morocco, & Turkey

2018· article· en· W2889850199 on OpenAlexaff
Kelsey P. Norman

Bibliographic record

VenueMashriq & Mahjar Journal of Middle East and North African Migration Studies · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicMiddle East Politics and Society
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsRefugeeMiddle EastRefugee crisisPolitical sciencePoliticsGeographyHost (biology)Development economicsEconomyEconomic growthEconomicsLaw

Abstract

fetched live from OpenAlex

While coverage of the 2015 refugee crisis highlighted the impact on Europe, countries of the Middle East and North Africa host approximately four times the number of refugees, in addition to millions of migrants. This paper asks: What options do host states in the Middle East and North Africa have for engaging with migrants and refugees residing semipermanently on their territory? It presents a new policy option, “indifference,” that allows us to understand the important transformations taking place in MENA host countries. To examine how indifference might be strategically selected and utilized by host states, the paper draws on data collected over two years in Egypt, Morocco, and Turkey. It finds that these states used a policy of indifference to manage their migrant and refugee influxes throughout the 1990s and 2000s, and also examines the security, diplomatic, and economic factors that led them to begin changing their policies in 2013.   Cover image is a beauty salon run by migrants in the Rabat neighborhood of Hay Nahda. Photo by author (2015).

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.

How this classification was reachedexpand

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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.323
Threshold uncertainty score0.896

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 studies0.0010.001
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 head0.083
GPT teacher head0.329
Teacher spread0.246 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations12
Published2018
Admission routes1
Has abstractyes

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