The Roma of Central and Eastern Europe: Constructing a Stateless Nation
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 chapter focuses on the role of both these distinguishing factors in shaping the goals and effectiveness of Romani political participation in central and Eastern Europe. The Romani population of Eastern Europe is difficult to characterize. Largely in response to the recommendations of these international bodies, the Czech government introduced administrative changes to the law designed to resolve the problem of statelessness, and, in the aftermath of widely-publicized exoduses of Czech and Slovak Romani refugees to Great Britain and Canada, formally approved a critical report on the status of Roma in the Czech Republic. The social marginalization evident in the history of relations between Eastern Europe’s Roma and non-Roma populations is clearly reflected in the nature of Romani political participation during the post-communist period. Of course, such population movements occurred throughout the communist period, as anti-Roma policies and poor economic conditions in Eastern Europe fueled successive waves of Romani migration to western Europe.
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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 | 0.000 |
| 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