Bibliographic record
Abstract
In recent years Russia has witnessed a massive expansion of national-patriotic youth associations. Following thedecades of officially de-ideologised politics and withdrawal of the state from the discussion of national identityyoung people turned towards various informal interpretations and enactments of Russianness. The articleinvestigates one particular case of such enactment. It describes cultural, economic, and political practices of theOrthodox military-patriotic club “Rus’” based at the Saint Vladimir church. The club is a scene uniting membersof various subcultures. It was formed as a place for young people interested in history, and reconstruction ofhistorical military equipment, and a platform to discuss and promote Russian nationalist ideas. The research,based on participant observation of the club’s activities, and interviews with its members, analyses internalorganisation of the club, ideological orientations of its members, and relations with other similar organisations,notably, with the club of Orthodox bikers. The article demonstrates how in Russia a space of a religiousinstitution becomes a platform where subcultural identities are discussed and negotiated.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.013 | 0.015 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".