Feminist Mothering: Challenging Gender Inequality by Resisting the Institution of Motherhood and Raising Children to be Critical Agents of Social Change.
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 spite of the significant contributions of feminists to feminist theorizing and research on motherhood and mothering, only a few scholars are paying attention to the analysis of the potential of feminist mothering as a site of women’s strength and resistance to patriarchy and as a location of revolutionary activism. This article explores how the work of conscious feminist mothers can empower women to break free from the rules of patriarchal motherhood to create their own models of mothering and, in turn, practice the invaluable work of rearing children to be active conscientious citizens for social justice. Excerpts from several interviews with sixteen self-identified feminist mothers, conducted for a larger research project on feminist mothering, provide concrete examples of how having a feminist consciousness transform the work of mothering into both a “rewarding, disciplined expression of conscience” proposed by Ruddick, and a location of active social change theorized by Chodorow (1978) and Rich (1986)
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 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