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Record W7117128937 · doi:10.1111/imig.70118

A Privilege That Can Be Withdrawn: Regulation of Exit in Russia and Other Post‐Soviet Republics

2025· article· en· W7117128937 on OpenAlexaff
Matthew Light, Leonid Kosals

Bibliographic record

VenueInternational Migration · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCross-Border Cooperation and Integration
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsEmigrationAuthoritarianismPrivilege (computing)Foreign policyDeadlockIncentiveRefugee

Abstract

fetched live from OpenAlex

ABSTRACT The former Soviet Union's restrictions on citizens' foreign travel or emigration were notoriously draconian. Yet what replaced them in the fifteen independent states of the post‐Soviet region has not been well analysed. Outside the Baltic republics, the monolithic and prohibitive policies of the Soviet past have given way to a patchwork of restrictions with more complex motivations reflecting the diversity of contemporary Eurasian states. However, while many more people in the region can travel abroad when they wish, exit remains a privilege, rather than an enforceable right. Post‐Soviet states' exit policies increasingly resemble those in other primarily authoritarian contexts around the world, albeit somewhat marked by Eurasian regimes' high levels of both coercive capacity and informality and the weakness of labour and the left. We conclude that the USSR's fixation on preventing exit was historically exceptional as a policy on foreign travel, rather than paradigmatic, and severely limited the regime's own migration policy options. In a paradox, the relaxation of blanket prohibitions has only increased the post‐Soviet state's freedom to tailor restrictions on exit to its interests far more effectively than the USSR ever could.

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)0.000
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: Empirical
Teacher disagreement score0.837
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.021
GPT teacher head0.345
Teacher spread0.324 · 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 designTheoretical or conceptual
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

Citations0
Published2025
Admission routes1
Has abstractyes

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