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The Idea of Union Integration in the Republic of Belarus: Dynamics of Public and State Priorities

2022· article· en· W4210657729 on OpenAlexaboutno aff
V. S. Borovkov

Bibliographic record

VenueHumanities and Social Sciences Bulletin of the Financial University · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicEastern European Communism and Reforms
Canadian institutionsnot available
Fundersnot available
KeywordsState (computer science)Political scienceGlobalizationPopulationExaggerationQuarter (Canadian coin)Economic integrationEuropean unionPolitical economyDevelopment economicsEconomyGeographySociologyLawEconomicsInternational trade

Abstract

fetched live from OpenAlex

With the collapse of the Soviet Union, many new states arose on the territory of the once-great power. Even then, it was apparent — the trend towards globalisation is a worldwide objective process. All over the world, integration associations of countries united by geographic, historical, cultural and other characteristics were taking shape and strengthening. Belarus is a country that, without exaggeration, has the most substantial integration ties with Russia. It is due not only to participation in projects such as the CIS, CSTO, EAEU and the Union State but also to historical solid, linguistic and cultural ties between the two fraternal countries. In the world-famous treatise “The Clash of Civilisations” published in 1996, Huntington characterised Belarus as a pro-Russian state. The population identifies itself with Russia as strongly as with its republic. A quarter of a century later, it may seem that this state of affairs is an axiom. However, some experts argue that the idea of union integration in the Republic of Belarus and public priorities has undergone significant changes caused by a combination of factors. The article examines the retrospective, conjuncture and perspective of the idea of Russian-Belarusian integration, the dynamics of public and state priorities, identify potential problem areas and provides recommendations for their elimination.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.871
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.004
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.033
GPT teacher head0.221
Teacher spread0.188 · 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; both teacher heads agree on what is shown here.

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
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueHumanities and Social Sciences Bulletin of the Financial UniversitySame topicEastern European Communism and ReformsFrench-language works237,207