The Transformation of Nationalism in Central and Eastern Europe: Ideas and Structures
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
Over a quarter of a century has passed since the initiation of political transition in Central and Eastern Europe. During the nineteenth and twentieth centuries the area was a veritable kaleidoscope of peoples, with the politics of nationalism being both virulent and dominant in this part of the continent. One of the most significant components of the contemporary transformation process is nationalist revitalisation throughout the continent, not least in the countries covered in this volume. The result of this experience and more importantly the memory of this experience, is that it has become commonplace to assert that in post-communist Europe, questions surrounding the idea of nation and state and minority protection are more germane to everyday discourse than are similar questions in Western Europe. The lessons drawn from the case studies presented in the volume are intended to provide valuable lessons for those engaged in the study of nationalism in the central and eastern part of the continent.
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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 | 0.001 | 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 | 0.000 |
| 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