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Refugees as a new emigration channel from Tajikistan to Western and Eastern Europe

2022· article· en· W4283642557 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueUPRAVLENIE / MANAGEMENT (Russia) · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicRegional Socio-Economic Development Trends
Canadian institutionsnot available
Fundersnot available
KeywordsRefugeePersecutionPolitical scienceEmigrationSpanish Civil WarDevelopment economicsPoliticsEconomic growthPolitical economyLawSociology

Abstract

fetched live from OpenAlex

The article examines the situation with refugees during the civil war in Tajikistan after the collapse of the USSR. The factors and scale of refugees and features of asylum seekers from Tajikistan are considered. The scale and prospects for the development of the flow of refugees and asylum seekers from Tajikistan to Western and Eastern Europe are investigated. Every year, a huge number of people leave their homes due to armed conflicts, wars, poverty, and persecution on various grounds. One of the reasons for the refugees influx from Tajikistan to other countries is the civil war in the republic. After the collapse of the USSR, a power struggle between nationalists and Islamists began in Tajikistan that led to a civil war. The emergence of the refugees flow from Tajikistan to other countries is related with the civil war in the republic. Another reason is the ban by the Tajik authorities of two major opposition organisations – the Group of 24 and the Islamic Renaissance Party of Tajikistan (IRPT). Among the Tajik political refugees who received asylum in European countries, there are also former migrant workers who worked in Russia. Deportations, decline in earnings after the 2015 currency crisis, and tightening of Russia’s migration policy towards migrants from Tajikistan forced some migrants to reorient themselves in other countries, primarily in European countries, the United States and Canada. There are cases of deliberate destruction of their passports by Tajik migrants when moving to Germany, followed by an appeal to the authorities under the guise of refugees from Afghanistan (since both Tajiks and Afghans speak Farsi (Dari)) to obtain refugee status and corresponding benefits in Germany. Among asylum seekers from Tajikistan in European countries, political asylum is the most popular. The purpose of the article is to identify trends and prospects for the development of asylum as a new emigration channel from Tajikistan to the countries of Western and Eastern Europe.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.715
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.022
GPT teacher head0.293
Teacher spread0.270 · 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