International Reference of Macro- prudential Supervision based on Leverage Pro- cyclicality of Canadian Banks and Regulatory
Bibliographic record
Abstract
Basel Ⅲ proposed an un- weighted leverage ratio as a supplement to existing risk- weighted capital requirements in order to mitigate pro- cyclicality of the financial system and the accumulation of systemic risk. Canadian bank was subject to leverage regulation before subprime crisis and was a useful case to analyze the characteristics and effect of leverage regulatory. It can be founded that regulatory contributes to limit the growth of specific bank's leverage and make the aggregate leverage of banks safe and stable. However,Canadian banks' leverage reflected pro- cyclicality under leverage constrains,which was due to banks' management ofleverage bufferand close connection with whole sale fund market. Therefore,leverage and liquidity risk management and counter- cyclical capital buffers should be put into a unified framework combining with systematic analysis of domestic financial markets,in order to enhance regulatory effectiveness and achieve the goal of macro- prudential supervision.
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How this classification was reachedexpand
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) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".