The Canadian Dollar and Commodity Prices: Has the Relationship Changed over Time?
Bibliographic record
Abstract
The authors examine the impact of the recent run-up in energy and non-energy commodity prices on the Canadian dollar. Using the Bank of Canada's exchange rate equation, they find that the differences between the actual value of the Canadian exchange rate and the simulated values observed in 2007 are not historically large. Still, given that there is some evidence that the sensitivity of the standard exchange rate equation to changes in energy and non-energy commodities may have changed over time, the authors explore different ways of modelling the impact of energy and non-energy commodity prices. Their results indicate that specifications that explicitly consider the importance of energy and non-energy commodities in Canada's export or production basket may yield more stable coefficient estimates, particularly over recent periods. Future research should investigate the robustness of these findings, particularly if, at some point, price increases for energy and non-energy commodities were to moderate.
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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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| 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 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".