Radical Nationalism in Contemporary Bulgaria
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
The striking electoral success of the Ataka party in 2005 and 2009 challenges the scholarly analysis and the political decision-making alike. Do really extreme right wing ideology and policies have fertile ground in Bulgaria? If yes, why is this the case and to what extent? Combining historical and social-structural approaches, the author concludes that the appearance of the Ataka party and its success have been well prepared by the specifics of the post-communist transformation in the country. But the future presence of organizationally isolated extreme right nationalism on the Bulgarian political scene should not be taken for granted. All major political formations have already included nationalist rhetoric in their platforms. Therefore, in a variety of forms radical nationalism will stay on the Bulgarian political scene like in most other Eastern European societies.
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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 | 0.002 | 0.004 |
| 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) | 0.000 | 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