When security community meets balance of power: overlapping regional mechanisms of security governance
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
. By now arguments about the varieties of international order abound in International Relations. These disputes include arguments about the security mechanisms, institutions, and practices that sustain international orders, including balance of power and alliances, hegemony, security regimes based on regional or global institutions, public, private, and hybrid security networks, as well as different kinds of security communities. The way these orders coexist across time and space, however, has not been adequately theorised. In this article we seek to show (A) that, while analytically and normatively distinct, radically different orders, and in particular the security systems of governance on which they are based (such as balance of power and security community), often coexist or overlap in political discourse and practice. (B) We will attempt to demonstrate that the overlap of security governance systems may have important theoretical and empirical consequences: First, theoretically our argument sees ‘balance of power’ and ‘security community’ not only as analytically distinct structures of security orders, but focuses on them specifically as mechanisms based on a distinct mixture of practices. Second, this move opens up the possibility of a complex (perhaps, as John Ruggie called it, a ‘multiperspectival’) vision of regional security governance. Third, our argument may be able to inform new empirical research on the overlap of several security governance systems and the practices on which they are based. […]
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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