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Economic security and the role of collective West in the post-war recon struction of Ukraine

2022· article· en· W4312720575 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

VenueLaw and innovations · 2022
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Issues in Ukraine
Canadian institutionsnot available
Fundersnot available
KeywordsUkrainianPolitical scienceDignityState (computer science)Spanish Civil WarWorld War IIPlan (archaeology)Collective securityEuropean unionLawInternational relationsHistoryEconomic policyPoliticsBusiness

Abstract

fetched live from OpenAlex

Problem setting. Although the outcome of the Russian-Ukrainian war is uncertain, it is necessary to start thinking about the future reconstruction of Ukraine. The paper examines issues related with the complex of problems connected with the post-war reconstruction of Ukraine and the participation of the collective West, which means a set of countries (USA, EU member states, Canada, Scandinavian countries) participating in Euro-Atlantic integration. In this article, we use previous experience of post-war reconstruction of Western Europe (for example, the Marshall Plan after World War II). We set out the key principles of international cooperation in the renovation of the Ukrainian economics and the state as a whole, as well as the role of individual subjects of international law in this process. The paper is intended to involve foreign and domestic lawyers in a discussion on a wider range of issues, which will include further and more detailed analysis of the best ways to rebuild Ukraine after the war. Analysis of resent researches and publications. The idea of developing a European plan for the reconstruction of Ukraine (“Marshall Plan for Ukraine”) began to be discussed after the Revolution of Dignity. However, it has not been the subject of serious research. The situation changed after Russia declared war on Ukraine. As Ukraine has a chance to win the war, the leaders of the United States, the European Union and Ukraine are discussing the possible content of a “New European Plan for Ukraine.” However, today, both in Ukraine and abroad, this issue is dominated by journalistic publications, which determines the relevance and practical significance of the development of the problem. Target of research is to reveal the content, main directions of participation of international financial institutions and individual states in the reconstruction of Ukraine after the war. Article’s main body. The article considers the problem of determining the content of the “New European Plan for Ukraine” in relation to the postwar period. The uniqueness of the plan to restore the Ukrainian economy is emphasized. The steps of international financial institutions and individual countries regarding the revival of Ukraine during and after the war are analyzed. Conclusions and prospects for the development. The conclusion that grants should make up a large share of foreign aid flows in the post-war reconstruction of Ukraine is substantiated. An important step in Ukraine’s post-war reconstruction should be the write-off of foreign debt, or at least part of it, by foreign financial institutions, primarily the IMF and the World Bank, as an important and necessary sign of genuine solidarity of the international community. Emphasis is placed on the special role of the United States and the European Union in the postwar reconstruction of Ukraine, in particular on the issue of writing off Ukraine’s foreign debt.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.121
Threshold uncertainty score0.312

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 studies0.0000.000
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 head0.009
GPT teacher head0.201
Teacher spread0.191 · 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