Exogenous Shocks in Subsystem Adjustment and Policy Change: The Credit Crunch and Canadian Banking Regulation
Why this work is in the frame
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Bibliographic record
Abstract
ABSTRACT This paper explores the impact of internationalization on the financial services policy subsystem in Canada. It uses subsystem adjustment as a concept to bring some analytical clarity to how exogenous factors like globalisation and international crises may impact existing policy regimes. Based on examination of globalisation-induced banking deregulation (1987–1991) and the current crisis of securitized banking, the paper argues that the strength of this approach is that it integrates endogenous effects of the existing subsystem in explaining policy changes in response to what are normally treated as exogenous shocks. Careful effort needs to be made to differentiate the processes of external systemic perturbations from subsystem spillovers as these two processes of adjustment and policy change can lead to different policymaking dynamics over the long term .
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 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 it