MétaCan
Menu
Back to cohort
Record W3209886390 · doi:10.24144/2307-3322.2021.65.70

The legal nature of antitrust compliance as a mechanism for respect of national and in- ternational legal regulation of protection of economic competition

2021· article· en· W3209886390 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

VenueUzhhorod National University Herald Series Law · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicSecurity, Politics, and Digital Transformation
Canadian institutionsnot available
Fundersnot available
KeywordsLegislatureCompetition (biology)BusinessNormativeCompliance (psychology)Legal riskLaw and economicsEconomicsLawPolitical scienceFinance

Abstract

fetched live from OpenAlex

The article considers the legal nature of antitrust compliance as a mechanism of respect for national and international legal regulation of protection of economic and commercial competition. The author researched the influence of antitrust compliance on the quality of competition advocacy, on the prevention of violations of legislative norms in the field of protection of economic competition and on reducing the overall workload on the state antitrust authorities. The article analyzes the legal concept of antitrust compliance in narrow and broad interpretations. It is proposed to examine the legal nature of antitrust compliance through a functional approach, which includes the vectors of antitrust compliance that constitute its essence, as well as through the normative provisions of antitrust compliance at the legislative level.The article describes in detail such vectors of antitrust compliance as assessment of market specifics, assessment of own market share, assessment of risk zones in connection with information exchange, assessment of the level of employees’ awareness of compliance with corporate antitrust compliance rules, assessment of potentially high-risk forms of legal activities (in particular the dominant position, the risk of unfair competition, horizontal and vertical agreements, mergers and acquisitions agreements, not providing information to the state antitrust authorities. The article describes in detail such vectors of antitrust compliance as assessment of market specifics, assessment of own market share, assessment of risk zones in connection with information exchange, assessment of the level of employees’ awareness of compliance with corporate antitrust compliance rules, assessment of potentially high-risk forms of legal activities (in particular the dominant position, the risk of unfair competition, horizontal and vertical agreements, mergers and acquisitions agreements, not providing information to the state antitrust authorities).Special attention is paid to the influence of antitrust compliance mechanism in M&A transactions. The author links the provision on antitrust compliance at the legislative level with the overall effectiveness of legal regulation of protection of economic competition.The article extensively examines the forms of legislative provisions on antitrust compliance, in particular in the form of recommendations, standards and norms of laws. The author analyzes the experience of foreign state antitrust authorities regarding the normative provisions of the antitrust compliance mechanism. The article reviews approaches of the European Commission, the Competition Bureau of Canada, the French Competition Authority, the UK Office of Fair Trading, the Antitrust Division of the U.S. Department of Justice and others. In addition, the author highlights ways to encourage the implementation of antitrust compliance in companies by recognizing the existence of antitrust compliance programs as a mitigating circumstance in the case of punishment, including by reducing the relevant sanctions. The author focuses on the relevant foreign jurisprudence. The legislative provisions of separate vectors of antitrust compliance in the Ukrainian legislation were found, in particular, a review of the leniency program was made. The implementation of a comprehensive regulatory and legal establishment of the mechanism of antitrust compliance in Ukraine is proposed.

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 score0.153
Threshold uncertainty score0.535

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 communication0.0000.001
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 head0.025
GPT teacher head0.279
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