Area-based Management on the High Seas: Possible Application of the IMO’s Particularly Sensitive Sea Area Concept
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
Abstract Area-based management is an important tool to improve integrated conservation of high seas biodiversity. While States clearly support the need to protect high seas biodiversity, some States remain reluctant to adopt internationally binding measures that may have an impact on high seas freedoms. Since there is limited experience to date with the application of area-based management tools on the high seas, this article examines the practical implications of establishing such measures through an analysis of the International Maritime Organization’s (IMO) particularly sensitive sea area concept. After providing an overview of the legal complexities associated with the designation of high seas marine protected areas, this article introduces the PSSA concept and identifies the unique features that make it appropriate as a measure for protecting high seas biodiversity. The core of the analysis is an examination of State practice within the IMO in the context of the potential designation of a PSSA in the Southern Ocean.
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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 | 0.000 |
| Open science | 0.001 | 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