The High-hanging Fruit of the Gender Revolution: A Model of Social Reproduction and 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
This article proposes an abstract sociological model of stable patriarchal social relations and feminist social change. I describe a patriarchal equilibrium of gender inequality and propose an approach for thinking about how various kinds of interventions can short-circuit the system, pushing it onto a new equilibrium path. In particular, I focus on possible interventions into parental leave policy, describing their social structural and cultural ramifications as well as a range of objections to them. However, more important than the specific interventions proposed is the general model itself, which depicts reinforcing structures of patriarchal culture, gender inequality in labor markets, and gender inequality in the home—and moreover, how this model can evolve. It describes a feedback loop that can lock structures of gender inequality in place but also provides a means for considering the spaces available to both blunt the social reproduction of gender inequality and reinforce “genderless” social relations.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.003 |
| 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