MétaCan
Menu
← Back to cohort
Record W7073608503

Corporate governance in publicly-held companies: lessons for China’s companies limited by shares

2009· article· en· W7073608503 on OpenAlexaffabout

Bibliographic record

VenuecIRcle (University of British Columbia) · 2009
Typearticle
Languageen
FieldMedicine
TopicPrenatal Screening and Diagnostics
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsCorporate governanceCorporate lawCorporate securityShareholderDiscretionAgency costStock exchangeMarket for corporate controlAccountabilityInstitutional investor
DOInot available

Abstract

fetched live from OpenAlex

The thesis purports to address the current corporate governance in companies limited by shares in China, starting from a review of the theoretical debate between the contractual and legal regulatory theories in American corporate law scholarship. An optimal corporate governance should consists of a mix of mandatory corporate rules, markets and morality. The author argues that central to the debate is the balance between efficiency and fairness in reducing agency costs, which is contingent upon actual social circumstances. A review of Canadian corporate law and its literature is conducted from the perspective of corporate governance. Corporate statutes, securities acts and stock exchange polices are the foci in this study. The article concludes that the balance between directors' discretion in managing the company and accountability to shareholders should be presented in an optimal corporate governance. China's corporate laws and securities regulations have provided a governance frame, but left some loose ends to be refined. The author argues that China is following the North American experience which relies on the stock market and institutional investors in designing corporate governance, but suggests that cautions should be taken while addressing corporate governance in China with such a perspective. The state of stock markets and institutional investors in China does not justify too much optimism as to their significance in corporate governance. The intervention of the administrative organ authorised to oversee the stock market into corporate governance is necessary in light that laws and markets can not provide sufficient protection to shareholders.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.259
Threshold uncertainty score0.514

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.004
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.024
GPT teacher head0.216
Teacher spread0.191 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2009
Admission routes2
Has abstractyes

Explore more

Same venuecIRcle (University of British Columbia)→Same topicPrenatal Screening and Diagnostics→French-language works237,207→