Gender Differences in Perceived Domestic Task Equity
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
Despite inequalities in domestic work, a majority of couples perceive this arrangement as fair. Our study addresses this paradox by examining whether and why married lawyers perceive domestic work arrangements as unfair to themselves or their spouse. Our results reveal that predictors of perceived equity to self and spouse differ substantially and that the antecedents of perceptions of unfairness vary by gender. That is, women working longer hours are more likely than men to perceive the distribution of tasks as unfair to their spouse. Furthermore, the association between spouse’s time-based conflict and perceived task equity is greater for men than women at lower levels of spouse’s time-based conflict, though the effects converge for men and women at higher levels of time-based conflict. Our findings highlight the value in taking a more nuanced approach to studying perceived inequity in the distribution of domestic tasks among men and women.
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 | 0.001 | 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 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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