The Strategic Constitution in Action: Canada's Afghan War as a Case Study
Bibliographic record
Abstract
What does the Canadian Constitution have to say (or not say) about Canada's recent war in Afghanistan? The question seems intellectually natural, but has seldom been asked – not least because in Canada, the fields of constitutional law and foreign affairs, in both scholarship and praxis, are often near-perfect strangers. The seldom examined second recital of the preamble to the Constitution Act, 1867 (once the British North America Act,1867, and hereafter the ‘1867 Act'), reads that the “Union would conduce to the Welfare of the Provinces and promote the Interests of the British Empire.” The only provision of the 1867 Act that explicitly references foreign affairs is section 132, although it speaks to the implementation by Canada (legislative and executive branches) ofimperialor British Empire treaty obligations. One can therefore propose with reasonable certainty that both the character and paucity of explicit language onstrategyin the text of the founding legal document of the modern Canadian state betray a fundamental reality: that Canada,constitutionally speaking, was never intended or expected to be a power player of any note in the world, but, rather, was constituted as a strategic appendage orauxiliary kingdomof the British Empire— its instruments and interests subsumed to the strategic designs and direction of Westminster.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.009 |
| Science and technology studies | 0.044 | 0.011 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.005 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 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 source (direct Gemma or distilled Codex), 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".