Principles of Contemporary Corporate Governance
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Now in its fourth edition, Principles of Contemporary Corporate Governance offers comprehensive coverage of the key topics and emerging themes in private sector corporate governance. It explains both the principles of corporate governance systems and their real-world application in an authoritative and engaging manner. This fully revised and updated text has four parts: basic concepts, board structures and company officers; corporate governance in Australia; corporate governance in international and global contexts; and shareholder activism and business ethics. The coverage of international contexts includes sections on the US, the UK, Canada, South Africa, the EU, the OECD, Germany, Japan, China and Indonesia, plus new sections on New Zealand and India. A new chapter on business ethics and corporate governance presents contemporary discussions on the topic and explores some of the broader legal issues. Principles of Contemporary Corporate Governance is an indispensable resource for business and law students, academic researchers and practitioners
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it