A Missing Piece? Men and the Puzzle of Gender Mainstreaming in the European Union
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
In its early uptake and sweeping application of gender mainstreaming, the European Union (EU) sits in the vanguard. However, bringing a gender perspective to bear on policy has proven a stubborn challenge. Drawing on Bacchi's "What's the Problem Represented to Be?" approach and her conceptualization of policies as gendering practices, I critically interrogate how men have been implicated in the problem of gender inequality via policy discourse in the EU. I focus on violence against women/gender-based violence and gender inequalities in education. Analysis of these two issues serves to highlight some of the interpretive limits to the problem of gender inequality in the EU and likely beyond. The discursive elusiveness of men works to keep much of the workings of gender power obscured. Such discounting of "the man question" signals a significant misstep that undercuts gender mainstreaming's transformative prospects.
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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 | 0.002 | 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