Secular feminism in Tunisia: a political generations approach
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
We argue that the ‘youth movements’ of the Arab uprisings are better understood through a political generations framework that shifts the analytical lens away from a transitional stage towards a collective identity forged as the result of a major event. We identify a pre-revolutionary generation of feminists, a political generation of the revolution – those who, as a result of the revolution identified themselves as feminist for the first time and, consequently, founded or joined a feminist organization – and an incipient generation of feminists, that emerged from the recent protests marking the 10th anniversary of the revolution. We demonstrate how the revolution created a new political generation of secular feminists that can be distinguished from pre-revolutionary feminism along four important lines: state feminism; decolonization; intersectionality; and their perspective on and use of the term gender. We conclude with a discussion of the fragmentation of the secular feminist movement.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 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