Untimely Russia: Hysteresis in Russian-Western Relations over the Past Millennium
Bibliographic record
Abstract
This article draws on Pierre Bourdieu's sociology to explain how a lack of fit between a repertoire of bodily practices accumulated through history, on the one hand, (here, Russian habitus) and the field in which it is employed, on the other, (here, diplomacy) can take shape in world politics. Such “hysteresis” provides a longue durée reading that challenges both the realist idea that similar outcomes are due to invariant structures and the constructivist idea that structures “socialize” states. Social stability stems from agency, more specifically, from habitus. Our empirical examples are breaking points in Russian relations with neighbors: the Rus’ and the Eurasian steppe empires (ca. 800–1500), Muscovy's diplomatic interactions with Europe, and Russia's bid to join European international society and situation during the twentieth century. In each case, Moscow's relentless quest for equal status prompted quixotic practices that were often dismissed by Western countries and hampered the security of both parties.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".