THE ROLE OF CORPORATE GOVERNANCE IN THE INVESTMENT DEVELOPMENT OF INTERPRISES: in THE EXAMPLE OF SWEDEN
Bibliographic record
Abstract
Effective corporate governance is an important condition for the successful operation of an enterprise. Defining sustainable development and protecting the rights of shareholders, customers, and other stakeholders serves as the most important direction of the enterprise’s activities in the field of improving its financial efficiency. The family model of corporate governance, or family capitalism and family business groups, has become widespread in almost all countries of the world. Such a corporate governance system is often found in Asian and Latin American countries, in Canada, and in European countries (Sweden, Italy, and France). The management of the largest corporations is carried out by members of the same family. This article examines the features of the corporate governance system in foreign practice, in particular in Sweden, where theoretically and practically analyzed such issues as the evolution of theories and basic principles of corporate governance, the role of corporate governance in the investment support of enterprises, its modern methods and models, and institutional issues. In addition, corporate governance bodies in Sweden and their interaction with the executive body, the tasks and functions of regulatory bodies, corporate culture, assessment of the transparency of investments in enterprises, and the effectiveness of corporate governance, as well as the main stages of the process of preventing and combating the risk of corporate fraud, are analyzed.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.006 | 0.007 |
| Scholarly communication | 0.010 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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".