Patriotic Legitimation and Everyday Patriotism in Russia’s Constitutional Reform
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 Russia’s 2020 Constitutional reform was notable not just for the substantial institutional changes introduced, but also for the almost complete lack of public discussion of those changes in elite debates or the public campaign for the nationwide vote. Instead, proposals to write social and patriotic issues into the Constitution absorbed the lion’s share of coverage. These issues were not superfluous, but rather reveal the dynamics of patriotic legitimation and the role of everyday patriotism in Russian politics today. Among Russia’s elite, patriotic legitimation regulates competition, determines the boundaries of acceptable public politics, and provides access to regime patronage. For the public, the avoidance of politics and the appropriation of Russians’ everyday patriotism facilitated the mobilization of an apolitical electorate in the nationwide vote. While the reform may have strengthened the institutional basis of Putin’s rule, it potentially limits the regime’s adaptability and could affect its long-term survivability.
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 | 0.000 | 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 | 0.000 | 0.002 |
| 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