Study of the Relationship between the Audit Committee and the Supervisory Board in the New Companies Act
Bibliographic record
Abstract
Proposed Amendments to the Company Law was considered and passed on December 29, 2023, marking an important update to the foundational law of China's modern enterprise system. The revision has made in-depth adjustments to issues that are not compatible and harmonized with the development, and seeks to provide a solid legal guarantee for the sustainable development of the market economy through the innovation of the corporate governance system. One of the highlights of this revision is the internal supervision and check and balance mechanism of the company, which introduces a brand-new internal supervision organization in Privately Owned Limited Liability Companies and Publicly Listed Joint-Stock Corporations, Including Wholly State-Owned Enterprises and the Audit Committee under corporate board is responsible for the internal supervision of the company. This major revision, the legislator breaks the traditional supervision two-tier system model, the introduction of a single-tier system supervision model, not only is the legislator of the traditional supervisory board and supervisors exercise of the company's internal supervision rights can not be fully and effectively perform their duties of the disappointment, but also released by the shareholders of the centralism to the director-centered signal.
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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 | 0.023 | 0.065 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.014 | 0.013 |
| Scholarly communication | 0.011 | 0.005 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.009 | 0.011 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".