Structural factors vs. regime change: Moldova's difficult quest for democracy
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
This article examines the state of and perspectives on democracy in the Republic of Moldova. The fall of its communist authoritarian regime in 2009 – sometimes compared to a colour revolution – went against the trend toward heavy authoritarianism now visible in the Commonwealth of Independent States. However, the regime change in Moldova does not necessarily imply a process of genuine democratic consolidation. This article argues that the future course of the Moldovan polity will be decided by structural domestic and geopolitical factors different from those that produced the regime change. Most of these structural factors do not favour democratization. Moldova's only chance to secure a genuinely democratic trajectory may therefore be dependent on its relationship with the European Union (EU). The article argues that nothing short of a process of accession to the EU can modify factors that are likely to prevent democratic consolidation. In its absence, the article contends that Moldova will either develop a Ukrainian-style hybrid regime or return to its authoritarian past.
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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 | 0.001 |
| 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 | 0.001 |
| 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