"Strong Women" and "Pretty Girls": Self‐Provisioning, Gender, and Class Identity in Rural Galicia (Spain)
Bibliographic record
Abstract
In this article I examine expressions of class and gender identity in a worker‐peasant community in rural Galicia (Spain). While men who have worked for decades in migrant destinations define their own class positionality partly through reference to the unpaid, subsistence work that is performed mainly by women who remain in the community, these same women adeptly "code switch" between "strong woman" and '"pretty girl" demeanors through their work activities, dress, and use of domestic spaces. Using the example of ethnographic data from this one part of rural Europe, 1 argue for the broader importance of anthropologists considering how laboring bodies become gendered; the intersections between gender and class identities; and connections among mixed livelihood strategies, the continuity of self‐provisioning activities, and resistance to fully commoditized consumption. [Key words: class and gender identity, Galicia, Spain, unpaid provisioning work, consumption]
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".