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The Conceptions of Customs Duty and the Customs System as an Insrument of Protectionism

2025· article· en· W4413024334 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

VenueBusiness Inform · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean and International Contract Law
Canadian institutionsnot available
Fundersnot available
KeywordsProtectionismDutyInternational tradeEconomicsBusinessInternational economicsPolitical scienceLaw

Abstract

fetched live from OpenAlex

The article discusses the main conceptions of customs duty and the customs system as instruments of economic protectionism, which play a key role in shaping and implementing the foreign economic policy of the State. The author examines the historical development of customs instruments, their classification, and application in various countries, including Ukraine, the European Union, the USA, China, and Canada. Special attention is given to the analysis of tariff and non-tariff barriers used to protect national production, stimulate the localization of production, and regulate foreign trade in the context of globalization. The study uses a comparative approach that highlights the peculiarities of the protectionist strategies of Ukraine and the EU, as well as assesses the efficiency of existing customs measures in the context of international obligations and internal economic challenges. The stages of customs reform in Ukraine have been analyzed, along with the issues of automation and the fight against corruption in the customs system, as well as the impact of customs duties on the State budget revenue. The author also illuminates modern trends and challenges, particularly the role of the Authorized Economic Operator (AEO) program, the implementation of digital risk management systems, and the significance of a balanced customs policy in ensuring the competitiveness of the national economy. Emphasis is placed on the necessity of flexible models of protectionism that combine protective measures with export support and the development of strategic sectors. The conclusions of the article are of practical significance for shaping an effective customs policy in Ukraine, which will contribute to enhancing the level of integration into the European and global trade space, strengthening national security, and ensuring stable economic development.

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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.988
Threshold uncertainty score0.411

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 studies0.0010.001
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 head0.297
Teacher spread0.288 · 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