О РЕЗУЛЬТАТАХ СРАВНИТЕЛЬНОГО АНАЛИЗА ПРАВОВОГО РЕГУЛИРОВАНИЯ ОТВЕТСТВЕННОСТИ ЧЛЕНОВ ОРГАНОВ УПРАВЛЕНИЯ ХОЗЯЙСТВЕННЫХ ОБЩЕСТВ (Comparative Analysis on Legal Regulation of the Liability of Members of the Board of Directors and Executive Organs of Companies [Russian Language Version])
Bibliographic record
Abstract
This is the Russian language version of the Report. The English version is available at http://ssrn.com/abstract=1001990 This Report was prepared, with support by the World Bank, for the Russian Center for Capital Market Development and the Russian Federal Service on the Securities Market. We discuss the liability under company law of members of the board of directors, senior managers, and controlling shareholders of public companies in Canada, France, Germany, Korea, the United Kingdom, and the United States (plus a more limited look at Austria, the European Union, Italy, Japan, and Latvia), and apply this comparative analysis to the Russian context. We recommend amendments to the Russian Law on Joint Stock Companies and related legislation. We propose measures to enhance the effectiveness of derivative suits; define the concepts of good faith and conflict of interest; establish duties of disclosure and confidentiality, extend duties under company law to controlling shareholders and de facto directors for conflict of interest transactions; protect directors against liability for business decisions adopted without a conflict of interest. We do not recommend the creation of significant administrative or criminal liability, nor expanded duties of directors for a company in financial distress.
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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 0.003 |
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".