Reclaiming what is ours: Elite continuity and revanchism
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 What explains the revanchism of (post-)imperial states? This question has renewed salience amid Russia’s expanded war against Ukraine in 2022. In this article, we conceptualise revanchism as a foreign policy preference that involves reclaiming territory once controlled. We also advance a new explanation for revanchism that emphasises elite continuity in those states that experience territorial loss. Elite continuity matters because the ruling political class in (post-)imperial states, which was socialised under the old regime, preserves certain beliefs about world politics and the perceived legitimacy of their territorial claims. We show that elite continuity between the Soviet and post-Soviet political leadership in Moscow helps explain Russia’s revanchism better than those alternative explanations that we derive from the International Relations literature. To substantiate our argument, we compile a novel dataset to operationalise elite continuity across regimes and use discursive evidence and other indicators of elite attitudes towards the desirability of reclaiming lost territory. We also discuss the applicability of our theory to other cases.
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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 | 0.003 | 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 | 0.001 |
| 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