Feminist Foreign Policy: Is Switzerland’s foreign policy a secretly feminist foreign policy?
Bibliographic record
Abstract
Recently, a new IR movement called Feminist Foreign Policy (FFP) has become more influential and achieved certain success when states like Sweden, Canada and France adopted these theories. This study will analyse Switzerland’s foreign policy to understand to what extent it is a FFP. Feminist Foreign Policy Analysis has developed new frameworks to answer this research question. Such as Aggestam and True’s four commitments, which is adapted in this thesis. Through a qualitative content analysis, policy documents of the Swiss government are analysed for gender mainstreaming, international development assistance, Women, Peace and Security (WPS) and gender equality mechanisms. The findings are that the implementation of WPS policies is at an advanced stage, and the international development assistance includes clearly defined budget goals and many pro-gender objectives. On the other hand, there is a lack of gender mainstreaming throughout Switzerland’s core foreign policy papers and gender equality mechanisms are rather sparse. The research concludes that, although Swiss FP contains feminist elements, it cannot be defined as feminist.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.005 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".