The Gulf of Maine Boundary Dispute and Transboundary Management Challenges: Lessons for the Aegean?
Bibliographic record
Abstract
Some might question the relevance of the Gulf of Maine boundary dispute between Canada and the United States over the shared ocean waters off their Atlantic coasts to the Aegean Sea context. Canada and the United States have largely resolved their dispute through adjudication before a Chamber of the International Court of Justice (ICJ) which drew a boundary line in October 1984,1 while Greece and Turkey have disagreed on resort to third-party resolution.2 Canada and the United States are noted for friendly relations, sharing a common language and a free trade relationship,3 while Greece and Turkey have faced political and military confrontations and major cultural differences.4 The Aegean Sea is notorious for its difficult maritime delimitation complexities, posed in part by numerous Greek islands close to Turkish shores,5 while the Gulf of Maine in comparison displays a ‘simple geography’.6
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| 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 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".