Occupational Meanings of Food Preparation for Goan Canadian Women
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
Food-related occupations connect people with bodies, traditions, rituals, community, family, and caring. Food holds sensate memories and may vividly evoke the past. For those who live in a diaspora, sharing an ethnic heritage yet displaced from a homeland, food may comprise a major means of cultural transmission. This qualitative study explores the meanings of food and food-related occupations for 13 Goan women in Toronto, Canada. Catholic Goans, an ethnic group borne of Portuguese colonization of an area in what is now Western India, have few unique markers of ethnic distinction from other Indians. In this context, Goan cuisine becomes a powerful boundary marker, and food-related occupations carry a particular salience in cultural maintenance. Skill in culinary occupations may then be experienced as a form of power or ‘currency’ for women, because they are able to produce a highly significant symbol of culture.
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 | 0.000 | 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