“No Soft Touch”: Romani Migration to the U. K. at the Turn of the Twenty-first Century
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 paper discusses Romani migration to the U. K. from Central and Eastern Europe (CEE) in the closing years of the twentieth century, with particular reference to the Czech and Slovak Republics. These case studies were chosen to illustrate wider points because they are the best documented, particularly with regard to illuminating sociological research on motivations for migration. Comparisons with similar migration to Canada shed further light on the situation. Refugees from these CEE countries have met a hostile reception in the U. K. It is argued here, however, that popular ignorance alone does not provide a sufficient explanation for this hostility: rather, the condemnation of Romani asylum seekers is seen as an expression of a deep-rooted and long-standing anxiety in the U. K. about immigration and its potential consequences. In spite of their relatively insignificant numbers, Roma have acted as convenient motifs in this ongoing discourse, being assigned a prominent symbolic role at a time of heightened political sensitivity.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 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) | 0.001 | 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