Dire Straits: The Necessity for Canadian Sovereignty in the Arctic Waterways
Bibliographic record
Abstract
Experts predict that a desperate global desire for the Arctic’s natural resources will be the catalyst for the next cold war unless the question of sovereignty in Northwest Passage and surrounding Arctic waterways is finally settled. As climate change takes hold in the Arctic, scholars have continued to focus on both outdated and legalistic arguments to draft unworkable solutions to a current crisis. Arctic management solutions based upon international agreements offer insufficient protection for Canada, the nation most vulnerable to international exploitation and environmental devastation. This Article brings to light three considerations previously overlooked by scholars in past sovereignty analyses. First, it argues that effective management of the finely tuned Arctic ecosystem must be the responsibility of those developing the region. Second, it contends that a feasible Arctic solution must promote socio-economic stability for Arctic residents while also preserving the indigenous culture. Finally, it asserts that a nation must have an incentive to fund the expense of creating environmentally safe and sustainable development. Canada is the nation best suited to accomplish the three tasks the Article identifies. It also has the greatest motivation because Canadians, especially the indigenous people, will suffer direct harm if these considerations are ignored. For the first time, the Canadian government’s assertion of Arctic sovereignty can be realized at international law. This Article offers a modern and timely interpretation of sovereignty under Historic Consolidation of Title. The analysis presents the legal merits of Canada’s claim under this doctrine and demonstrates Canada’s ability to exercise effective control over the Arctic. Most importantly, this Article establishes that Canadian sovereignty is the only equitable solution for the modern Arctic.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".