An Unlikely Champion of Global Finance: Why is China Exceeding International Banking Standards?
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
As a G20 member, China has been engaged in financial reform since the end of the global financial crisis. A core piece of this reform is Basel III, the new prudential standard issued by the Basel Committee. Rather than being merely compliant, China's banking regulation is stricter than the global standard and being implemented ahead of the international timetable. Why is China voluntarily subjecting itself to tougher regulatory standards than the rest of the world? This article shows that low adjustment costs, factional politics, and, above all, an unusual alignment of domestic interests in the quest for international reputation are driving this phenomenon. The troubled institutional history of China's financial system motivates all relevant stakeholders to seek external validation in order to address a credibility gap abroad, albeit for different reasons. The article examines the power of reputation as a driver of regulatory positioning in the context of China's integration into international financial institutions.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| 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