Jurisdiction Over Ice-Covered Areas and the Polar Code: An Emerging Symbiotic Relationship?
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The recent adoption of the International Code for Ships Operating in Polar Waters (Polar Code),with effect from 1 January 2017 heralds a new era in polar shipping regulation. The implementation needs of the Polar Code are expected to challenge state parties to the international maritime law conventions concerned, most especially the coastal states of the Arctic Ocean, which have domestic regulatory regimes for shipping in their northern waters justified on the basis of Article 234 of the United Nations Convention on the Law of the Sea.The author discusses the relationship between the Article 234 power, the Polar Code and existing national legislation governing polar shipping, and the compliance expectations for Arctic coastal states, in particular for Canada and the Russian Federation. The article concludes with observations on the balance struck between universality and uniformity in international maritime law on the one hand, and the unilateralism under Article 234 on the other.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 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 | 0.000 | 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 it