"Ten Days a ’Grass Widow’ - Forty-eight Hours a Wife":Sexual Division of Labour in Trawlermen’s Households
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
A strict dichotomy of gender and work roles has long characterized the offshore trawler fishery. Men’s constantly varying work period, about ten days sea time to every forty-eight hours ashore, forces wives to become reluctant matriarchs, a role they must drop when their husbands land. Incongruity of expectations and behaviour is thus built in. Successful adjustment to sea-time roles by both is often dysfunctional to family stability, and to the health and recreation of the labour force. Women’s double-role strategies are described using ethnographic and interview data. These strategies vary with the historically changing structures of the industry, kinship and community; with their stage in the life cycle; with the expectations of husband and wife; and with the constraints imposed by vessel schedules and company policies.
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 | 0.001 |
| Science and technology studies | 0.000 | 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) | 0.001 | 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