Radical right framing of social policy in Hungary: between nationalism and populism
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
Abstract The populist radical right (PRR) is increasingly associated with welfare chauvinism, but the literature mainly focuses on Western and Northern European cases. Turning attention to Central Eastern Europe, this article investigates how PRR parties in Hungary frame welfare issues in five social policy areas from 2010 to 2016. This is done through a critical frame analysis applied to party manifestos and State of the Nation speeches by the Fidesz and Jobbik parties. Special care is taken to delineate the interlocking but not interchangeable concepts of nationalism and populism, as recent research asserts this distinction is often overlooked. The main findings are threefold: First, these parties articulate their positions chiefly through nationalist rather than populist framing; Second, while Hungary's PRR exhibits welfare chauvinist framing similar to Western and Northern Europe, a main difference detected was the role of the communist legacy; Third, beyond the article's original goals, the findings revealed a strong connection between nationalist framing and the role of gender, suggesting that the two are not mutually exclusive.
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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 | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 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