Migration, ‘Globalised’ Islam and the Russian State: A Case Study of Muslim Communities in Belgorod and Adygeya Regions
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 In post-Soviet Russia, changing migration patterns have led to the formation of Muslim communities in new regions, and to increased contacts between Russian and foreign Muslims. This article examines two Russian regions, Belgorod Oblast’ and the Republic of Adygeya, in which such post-Soviet mobility is causing political conflicts over the governance and rights of Muslim communities. In Belgorod, regional authorities have blocked construction of a mosque for a new Muslim community. In Adygeya, authorities are seeking to restrict foreign influences on local Muslims. In both regions, officials still operate on the outdated Soviet assumption that they can contain the mobility of Islam.
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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 | 0.001 | 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 | 0.001 | 0.001 |
| 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