Stability and flexibility: The Rush-Bagot Agreement and the progressive modernization of Canadian-American security relations
Bibliographic record
Abstract
This dissertation examines the historical progression of the Rush-Bagot Agreement through the fundamental change versus transitory modernization debate that has emerged in North America as a result of the reorganization of continental security and defence since 2001. The Agreement, which was signed by Britain and the United States in 1817 and subsequently embraced by Canada upon its independence, has acted as a stable measure of the security and defence relationship on the continent throughout its entire history. It has persisted through nearly two centuries of industrialization, expansionism, war, and modernization, and remains relevant in governing security and defence relations on the Great Lakes. By tracing the development of this Agreement and relations on the Lakes through previous periods of continental and international discord, this paper suggests that the changes to continental security and defence since 2001 represent little more than the refurbishing of relations to address a new threat, and thus are consistent with past defence modernizations during periods of continental vulnerability.
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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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.025 | 0.030 |
| Scholarly communication | 0.010 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.003 |
| 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".