Bibliographic record
Abstract
Twenty-six years have past since the publication of that pioneering study.At the time negotiations over a new convention for the law of the sea had been proceeding languidly toward the resolution of many issues of maritime boundaries, access and exploitation of marine resources, environmental degradation, and the settlement of disputes.Crucial to the signature of the convention by the great maritime States was a rule to allow free sea and air passage through key chokepoints of the ocean that might be subjected to coastal State jurisdiction as territorial seas widened from three to twelve nautical miles.In 1982 the UN Law of the Sea Convention was signed (since ratified by more than 140 States) with explicit provisions in Articles 37-44 for transit passage through international straits which are used for international navigation between one part of the high seas or an exclusive economic zone and another part of the high seas or an exclusive economic zone.Generally there is to be no interference by coastal States with the expedient passage of all vessels through a designated corridor.During the later negotiations of the text of the convention, however, more attention was paid to environmental considerations in the uses of sea.In consequence, a special Section 8, Article 234, provided that coastal States had the right to adopt and enforce nondiscriminatory laws and regulations for the prevention, reduction, and control of marine pollution in ice-covered areas within the limits of the exclusive economic zone.This might include ice-covered straits.Dr. Brubaker in this book has addressed the status of law and State practice in the Russian Arctic straits, particularly since the legal issues involved have been contentious between Moscow and Washington.First he has described the Northern Sea Route, which could provide a shorter commercial sea passage between Western Europe and Asia, carefully identifying each of the straits and the ports along the way.Not only has he examined the Russian legislation and evidence of State practice for its icecovered areas, but he has also compared the legislation and State practice of the United States and Canada.In essence, there seems to be emerging a customary international law for the passage of vessels through the Arctic area in general and particularly for international straits.Due to the risks inherent in the geographic and strategic position of the Russian Arctic, Dr. Brubaker recommends some steps that might be taken to reduce international conflict over this sensitive region.
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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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.666 | 0.659 |
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".