National Security Constitutionalism in the Commonwealth Five Eyes States
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
<JATS1:p>This book examines the constitutional treatment of national security in the UK, Canada, Australia and New Zealand.</JATS1:p> <JATS1:p>These four states share their Commonwealth heritage and are members, alongside the USA, of the Five Eyes intelligence-sharing alliance. The book takes a comparative approach to the institutions through which, and tools with which, these four states seek to protect their national security against the threats of both terrorism and hostile state activity and how they have evolved over time. It identifies and examines the various specialised institutions, inside and outside of legislatures, which have grown up to oversee the exercise of public power for national security purposes while maintaining the required secrecy. It argues that the extent of the borrowing and sharing between these jurisdictions in the domain of national security, now and in the past, permits us to talk about a Commonwealth model of national security constitutionalism.</JATS1:p>
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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 | 0.004 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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