The Continental Shelf Regime in the Law of the Sea Convention: A Reflection on the First Thirty Years
Bibliographic record
Abstract
Abstract The international legal regime of the continental shelf was largely adopted in the 1982 United Nations Convention on the Law of Sea without change from that in the 1958 Geneva Convention on the Continental Shelf. What was added in the 1982 Convention was that all States have a legal shelf out to 200 nautical miles (nm) and that beyond 200 nm there is a formula and process for States to establish their outer limit of the shelf. Amongst the several developments that have taken place in the last 30 years respecting the continental shelf regime noted in this article, the most surprising is the number of States that have indicated that they have an area of shelf beyond 200 nm, which far exceeds the number of States seen in 1982 as having such a possibility.
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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 | 0.014 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.006 | 0.023 |
| Scholarly communication | 0.016 | 0.011 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.009 | 0.014 |
| Insufficient payload (model declined to judge) | 0.003 | 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".