Trade and Country Legislation as a Roadmap for Economic Integration: Focus on Balkan Countries
Bibliographic record
Abstract
Purpose: This paper focuses on identifying the role of trade and legislation of a country for economic integration. Every Balkan country has claims to integrate into the large family of the European Union- EU. This context besides foreign trade legal infrastructure is one of the main determinants of this process. It is imperative that laws related to the process of economic integration should comply with EU legal directives. Design/Methodology/Approach: Data processing design (for legislation as a roadmap for economic integration) is in line with established international standards. It focuses on data published by the governing institutions of the relevant countries using deductive methods. It also compares data obtained from research in analytical and synthetic terms with direct access to literature, scientific journals, as well as official reports published locally and abroad. Findings: Today, economic integration has become a necessity of recent times. They are influenced by a large number of relevant factors and are received by political actors on the basis of whose political actions will bring about liberal or protectionist policies. Each state has its own legal acts and other legal provisions regulating the functioning of the country's legal system. Free trade and the implementation of economic integration are closely linked to "Fiscal Policy" as part of the overall economic system. Adoption of restrictive fiscal laws that impede the international movement of goods and services has detrimental effects on the development of international trade and impedes the development of good relations between sovereign states. Practical Implications: The elaboration of this paper is based on the legal analysis of contemporary economic integration as well as the economic aspects and modalities for the practical realization of regional integration. The paper presents data - on market performance and legislation that determines economic integration - which shows the current state of affairs of the Western Balkan countries in the context of such integration. Originality/Value: The data in the paper present the real state of commercial economic developments and legislation as determinant of economic integration in the Western Balkan countries. The focus is on the creation of adjacent legislative spaces of these countries, which enables accelerated integration with the ultimate aim of joining the EU.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.006 | 0.010 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".