The sovereignty of the Crown Dependencies and the British Overseas Territories in the Brexit era
Bibliographic record
Abstract
This paper focuses on an analysis of the sovereignty of two territorial entities that have unique relations with the United Kingdom: the Crown Dependencies and the British Overseas Territories (BOTs). Each of these entities includes very different territories, with different legal statuses and varying forms of self-administration and constitutional linkages with the UK. However, they also share similarities and challenges that enable an analysis of these territories as a complete set. The incomplete sovereignty of the Crown Dependencies and BOTs has entailed that all these territories (except Gibraltar) have not been allowed to participate in the 2016 Brexit referendum or in the withdrawal negotiations with the EU. Moreover, it is reasonable to assume that Brexit is not an exceptional situation. In the future there will be more and more relevant international issues for these territories which will remain outside of their direct control, but will have a direct impact on them. Thus, if no adjustments are made to their statuses, these territories will have to keep trusting that the UK will be able to represent their interests at the same level as its own interests.
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How this classification was reachedexpand
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.007 | 0.002 |
| Scholarly communication | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".