Frustrated Leadership: Russia's Economic Alternative to the West
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 The Russian government saw the 2008 global financial crisis as both a repudiation of western neoliberalism and as an ideal opportunity to promote its own international economic leadership. Russia's alternative vision encompasses multipolarity, financial nationalism and political illiberalism. These policies are symbiotic. The state uses its control over financial flows to build and maintain political and economic power at home as well as to project its influence abroad, all justified with a strong dose of great power nationalism positioning Russia as the Eurasian pole in an emerging multipolar world order. However, the Kremlin is doomed to frustration in its quest to assert international economic leadership. The Russian government has the ability to shake up the existing international order but lacks the credibility, stability, or economic clout to lead the creation of a new one. This has troubling implications for the future of international economic cooperation and reform, as Russia's frustrations have increasingly turned it in reactive and confrontational directions.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.008 |
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