Bibliographic record
Abstract
Acknowledgements Foreword (Z. Rongji) Introduction (L. Brahm) ECONOMY AND REFORM The Road Map (Z.Peiyan) Unprecedented Experiment (S. Shapiro) Dealing with Globalization (C. Smadja) Fighting Corruption Amidst Economic Reform (H. Weiding) INTERNATIONAL RELATIONS China's Foreign Affairs in the New Century (T. Jiaxuan) The Canada--China Relationship: A Personal Perspective (H. Balloch) ASEM -- A New Dimension in Asia--European Relations (C. Bramsen) China in a World of Risk (M. Daniell) INVESTMENT AND TRADE China's Foreign Economic Trade in the 21stCentury (S. Guangsheng) Kodak and China: Seven Years of Kodak Moments (G. Fisher) China's WTO Accession -- The Big Picture (M. Furst) China, Unlike Its Famous City, Is Forbidden No More (A. Desmarais) Private Equity in China (R. Theleen) INDUSTRY AND COMMERCE Striving to Realize the Three--Year Target of State--Owned Enterprise Reform and Separation of Losses (S. Huaren) Progress from Tradition -- China Moves into the 21 st Century (H. von Pierer) Industrial Automation and China's Future Development (D. Davis) Fueling China's Growth (C. Pryor) Chemicals -- A Key Pillar for China's Economic Development in the New Century (M. Schneider) GOVERNMENT AND LAW A New Chapter in Constructing China's Legal System (X. Yang) Governance in China: The Present and Future Tense (D. Lewis) The Role of Arbitration in Resolving Chinese--Foreign Business Disputes: Past, Present and Future (M. Moser) The Future of Law and Order in Hong Kong: Reinventing the Hong Kong Police (K. Wong) BANKING AND FINANCE China's Banking and Financial Sector Reforms in the New Century (D. Xianglong) China: The Long March to Capital Market Reform (P. Sutherland) Banking and Finance in China (A. Kan) China's Insurance Industry -- Facing a New Era of Opportunities and Challenges (W. Kielholz) China's Financial System Needs Transparency and Accountability (M. Clifford) TECHNOLOGY AND INTERNET The Development of the Information and Network Technology Industry of China (W. Jichuan) How the Internet Will Shape China (P. Yip) Wiring China for the New Century (T. Lewis) Internet/E--Business in China: Development of a Legal Framework (J. Eichelberger) MEDIA AND COMMUNICATIONS China's Media Is Welcoming Network Time (Z. Qizheng) The New Millennium: China in the Connected World (J. Murdoch) Third Eye to Read China's News (M. Ling) Creeping Freedoms in China's Press (L. Xiguang) Conclusion Index
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.006 | 0.006 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.023 | 0.002 |
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".