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Record W4364359977 · doi:10.18280/ijsdp.180323

Comparative Legal Aspects of the EU and Russia Policy in the Field of Green Financing

2023· article· en· W4364359977 on OpenAlexvenueno aff
Imeda A. Tsindeliani, Maxim Proshunin, TATYANA SADOVSKAYA, Svetlana Tropskaya, Mariam Davydova, Ж. Г. Попкова

Bibliographic record

VenueInternational Journal of Sustainable Development and Planning · 2023
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicSustainable Finance and Green Bonds
Canadian institutionsnot available
Fundersnot available
KeywordsBusinessField (mathematics)FinancePolitical science

Abstract

fetched live from OpenAlex

The purpose of the article is to consider, using the example of the EU and Russia, potential challenges and problems of legislative regulation of green finance in the framework of the implementation of the current sustainable development agenda.Using the method of political and legal analysis, the study analyzes the current state of legal regulation and political initiatives of the Russian Federation and the EU in the field of green finance.Initially, the paper considers the legal institutionalization of green finance in the field of financial legal relations, and certain legal aspects related to environmental taxes within the framework of the green finance system.Further the work moves on to a review and analysis of EU and Russian policy along with legal and regulatory aspects in the field of green finance.The research gives reason to say that both Russia and the EU are characterized by the lack of unified definitions within the framework of green investments, which creates additional obstacles for potential investors.Of particular importance for the development of the green finance sector is the development of systems and standards for assessing the impact of green finance on the achievement of environmental goals.However, there is currently no legal institutionalization of such standards, which takes the issue beyond the scope of direct legal regulation.Russia, in order to join the global process as a full participant, needs to work out a number of issues of a legal and organizational nature, including issues of the legal nature and system of environmental payments, their administration, in particular determining the procedure for interaction with external verifiers in the framework of the green projects implementation.The lack of political motivation inhibits initiatives in the sphere, while the issues of legal regulation often undeservedly remain in the shadows.This, in turn, causes a theoretical gap, which this work intends to fill.In order to ensure sustainable development, the possibilities of international regulatory cooperation and the harmonization of legislation are becoming important.From a practical point of view, the study is of interest to both lawyers and specialists in the field of financing and investment.

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)0.001
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.622
Threshold uncertainty score0.222

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
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 head0.027
GPT teacher head0.280
Teacher spread0.253 · 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 designObservational
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

Citations4
Published2023
Admission routes1
Has abstractyes

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