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Record W3170659745 · doi:10.6000/1929-4409.2021.10.46

Economic and Legal Policy of the State in the Field of Digital Economy

2021· article· en· W3170659745 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.

venuePublished in a venue whose home country is Canada.
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

VenueInternational Journal of Criminology and Sociology · 2021
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Issues in Ukraine
Canadian institutionsnot available
Fundersnot available
KeywordsDigital economyLegislationState (computer science)Statutory lawBusinessConsolidation (business)Economic policyEconomic systemEconomicsPolitical scienceAccountingLaw

Abstract

fetched live from OpenAlex

Digitalisation of the economic sphere of Ukraine is one of the priority areas of social development, which should be reflected in the economic and legal policy of the state. Therewith, a considerable gap exists in the statutory consolidation of the fundamental principles of such a policy, in particular the lack of relevant provisions on the digital transformation of the economy in the Commercial Code of Ukraine. Despite the fact that the state has adopted some acts on the development of the digital economy, there are significant gaps in the legislation, especially with regard to the role of digitalisation in the economic and legal policy of the state. The purpose of the study is a theoretical analysis of the general principles of such a policy in the modern period. As a result, the impact on the economic and legal policy of the state of the process of digitalisation of the economic sphere of the country is determined. The necessity of co-regulation is substantiated, which constitutes a combination of state regulation with self-regulation by participants of digitally-targeted markets. The role of digital resources (on the example of public registers) and electronic financial services is analysed. It is established that the modern legal support of the digital economy needs to be reformed, first of all, by supplementing the Commercial Code of Ukraine with provisions on digitalisation, including the relevant direction of economic and legal policy of the state. The results of the study have a scientific novelty, as they fill the gap in the coverage of the role of the state in the process of digitalisation of the economy.

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)0.000
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 score0.023
Threshold uncertainty score0.182

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.039
GPT teacher head0.303
Teacher spread0.265 · 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