Why Do Women Vote Radical Right? Benevolent Sexism, Representation and Inclusion in Four Countries
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
Examines how gender, benevolent sexism, and the representational context shapes support for radical right parties (RRPs) in four countries: Germany, Sweden, Switzerland, and Norway. Employing the 8th wave of the European Social Survey (ESS), we find benevolent sexism is a key component of RRP support for men but not women. For men, it appears that sexist attitudes are at least partly a function of a more general orientation to outgroups. We also find that gender moderates the effects of immigration anxiety and authoritarian attitudes on an RRP vote. Finally, there is some evidence that the gender gap is largest where mainstream parties isolate an RRP and the gap is partly a function of the inability of RRPs to attract women with less progressive views on gender equality.
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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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| 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