Regulatory Incentives and Quarter-End Dynamics in the Repo Market
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
Since the global financial crisis, central bankers and other prudential authorities have been working to design and implement new banking regulations, known as Basel III, to reduce risk in the financial sector. Although most features of the Basel III regime are implemented consistently across jurisdictions, some important details vary. In particular, banks headquartered in the euro area, Switzerland, and Japan report their leverage ratios?essentially, capital divided by total consolidated assets?as a snapshot of their value on the last day of the quarter. In contrast, institutions headquartered in the United States and the United Kingdom report most leverage ratio components as averages of their daily values over the quarter. In this post, we study the impact of this difference in regulatory implementation on rates and quantities borrowed in the U.S. repo market.
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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