From Middle Power to Peacebuilder: The Use of the Canadian Forces in Modern Canadian Foreign Policy
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
Traditionally, Canadian foreign policy was committed to maintaining a middle ground between large and minor powers. Canada dedicated itself to ensuring its national security and participated heavily in international institutions to do so. Canadian Forces' participation in the NATO mission in Afghanistan since 2001 may prove that the ideas of middlepowermanship and peacekeeping have been replaced as the dominant Canadian military strategies in favor of peacebuilding. As the timeline for Canadian withdrawal from Afghanistan approaches, it is time to determine how successful the shift in Canadian military practice has been and what its consequences may be for Canada on the international stage. By examining Canada's traditional role as a middle power and comparing that role with Canada's modern counterinsurgency strategy, we argue that, until the Canadian Forces are given the adequate tools, Canadian military policy should adhere to the traditional peacekeeping model and not be overly eager to erode national military power.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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