The Politics, Practice and Paradox of ‘Ethnic Security’ in Bosnia-Herzegovina
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 international intervention in Bosnia-Herzegovina was intended to support conflict resolution by introducing territorial self-government and power sharing as the foundation for a governance framework that would provide for collective and individual security alignment over time. Instead, it has contributed to the ethnification of security whereby collective security in the form of an ‘ethnified state’ remains at the forefront of political discourse and practice. Social acceptance of this ethnified state as the guarantor of security—despite the fading reality of the ethnic threat in public perceptions of post-war insecurity—has been actively manufactured by the country’s ethnic elites using the very institutional means put in place by the international intervention. The result is an ‘ethnic security paradox’ in which the idea of individual safety—linked to the protection of ethnic identity in the form of an ethnified state—unsettles both collective and individual security alike.
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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 | 0.005 | 0.004 |
| 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 | 0.000 | 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