Stalin: authoritarian populist or great Russian chauvinist?
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
David Brandenberger argues that contemporary Russian identity was mainly a result of a “historical accident.” He maintains that this national identity was a product of the twentieth century rather than the nineteenth, which is more commonly cited, and that in terms of the state formulating a conception of what it meant to be Russian, the first decade of the Soviet period achieved little. However, by the late 1920s Soviet ideologists began to seek something more appealing than the mundane party slogans and eventually added non-proletarian, historical Russian heroes to the Soviet pantheon, particularly after the purges when the latter group was sorely depleted. This campaign was largely successful in inducing an understanding of national identity from a non-proletarian past as is evident today. He perceives this process as the formation of a Soviet populism, designed to mobilize society “on the mass level” and compares Stalin's USSR with Latin American dictatorships in this regard. Stalin, he argues, “was an authoritarian populist rather than a nationalist.” By 1953, Russians had a much better idea about their identity than in the period before 1937.
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 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.004 | 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