Great Power Competition, Clientelism, and De Facto States: Transnistria and Taiwan Compared
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 To what extent can de facto states act autonomously vis-à-vis their patron states and domestic societies? This article draws on theories of clientelism in international relations to develop a novel argument explaining the agency of de facto states. Examining two strategic triangles—Russia–Transnistria–Moldova and US–Taiwan–China—it demonstrates that interrelated domestic factors such as robust political competition, democratic pluralism, reimagined national identities, and big business shape the autonomy of de facto states in Eastern Europe and East Asia. Furthermore, the structured focused comparison of Transnistria and Taiwan indicates that the agency of de facto states declines when rising parent states and dissatisfied patron states challenge the status quo, engaging in great power competition. Their autonomy varies across areas of low and high politics, as patron states prioritize military-security issues and interfere less in the economic and cultural affairs of the de facto states.
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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 | 0.000 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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