The End of an Era in International Financial Regulation? A Postcrisis Research Agenda
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
Abstract The global financial crisis that erupted in summer 2007 has made the reform of international prudential financial regulation one of the top priorities of global public policy. Past scholarship has usefully explained the creation and strengthening of international financial standards with reference to three policy arenas: interstate, domestic, and transnational. Despite the accomplishments of this specialist literature, the recent crisis has revealed a number of limitations in the ways scholars have understood interstate power relations, the influence of domestic politics, and the significance of transnational actors within international financial regulatory politics. Taken together, developments in each of these three arenas suggest that researchers may also need to be prepared to shift from explaining the strengthening of official international standards to analyzing their weakening in the postcrisis world. The latter task will require scholars to devote more analytical attention to a wider set of international regulatory outcomes, including “informal regulatory convergence,” “regulatory fragmentation,” and especially “cooperative regulatory decentralization.”
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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