Equity on the Extended Continental Shelf? How an Obscure Provision in UNCLOS Provides New Challenges for Ocean Governance
Bibliographic record
Abstract
One of the major novelties of the United Nations Convention on the Law of the Sea, 1982 is the legitimizing of coastal State claims to large areas of continental margins in all oceans by virtue of Article 76. In addition to exclusive economic zones (EEZs) of 200 nautical miles, coastal States whose continental margins extend beyond the EEZ limit are able to further claim the seabed and subsoil beyond the EEZ limit to 350 nautical miles from the base lines of the territorial sea or 100 nautical miles from the 2,500 metre isobath. The UN Convention established a procedure for this purpose, commencing with scientific and technical submissions to the Commission on the Limits of the Continental Shelf established in the treaty. To date, the Commission has received 65 submissions and a further 45 communications containing preliminary information.
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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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".