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Record W3035919175 · doi:10.22215/cjers.v13i2.2619

The Economic Successes and Sources of Discontent in East Central Europe

2020· article· en· W3035919175 on OpenAlexvenueno aff
Rachel A. Epstein

Bibliographic record

VenueThe Canadian Journal of European and Russian Studies · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicPost-Communist Economic and Political Transition
Canadian institutionsnot available
Fundersnot available
KeywordsScrutinyPoliticsCustoms unionDevelopment economicsGeopoliticsEast-Central EuropeForeign direct investmentEconomicsEconomic inequalityPolitical scienceEconomyPolitical economyInequalityInternational trade

Abstract

fetched live from OpenAlex

By some measures, the European Union’s Eastern enlargement, and the attendant securitization of East Central Europe through membership in the North Atlantic Treaty Organization, have brought significant economic and welfare benefits to the former Soviet satellites or republics that have joined these organizations. All of their economies are considerably larger than in 1989. Foreign investment has helped fuel significant growth in the region, and financial linkages between East and West had a stabilizing influence during and after the US financial crisis of 2008-09. But economic success in absolute terms has not prevented a sense of disappointment from settling over the region, nor has it forestalled an illiberal backlash in a number of countries, which has had economic, political, and in some cases ethno-populist dimensions. This article examines some of the main economic trajectories around growth, consumption, investment, and finance. It explains why, despite numerous positive measures, both economic and political liberalism are under intensifying scrutiny. Growing inequality within countries, as well as continuing inequality – including power disparities between East and West Europe – have fueled discontent with the terms on which many East Central European states have integrated into the EU.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.023
Threshold uncertainty score0.046

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0040.006
Scholarly communication0.0060.002
Open science0.0000.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.056
GPT teacher head0.269
Teacher spread0.212 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations10
Published2020
Admission routes1
Has abstractyes

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Same venueThe Canadian Journal of European and Russian StudiesSame topicPost-Communist Economic and Political TransitionFrench-language works237,207