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 right of transit passage in straits and the analogous right of archipelagic sealanes passage in archipelagic states, negotiated in the 1970s and embodied in the 1982 UNCLOS, sought to approximate the freedom of navigation and overflight while expressly recognising the sovereignty or jurisdiction of the coastal state over the waters concerned. However, the allocation of rights and duties of the coastal state and third states is open to interpretation. Recent developments in state practice, such as Australia's requirement of compulsory pilotage in the Torres Strait, the bridge across the Great Belt and the proposals for a bridge across the Strait of Messina, the enhanced environmental standards applicable in the Strait of Bonifacio and Canada's claims over the Arctic Route, make it necessary to reassess the whole common law of straits. The Legal Regime of Straits examines the complex relationship between the coastal state and the international community.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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