“Eating isn’t just swallowing food”: Food practices in the context of social class trajectory
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
Drawing from a qualitative study with 105 families across Canada, this paper focuses on 16 households in which one or more adults experienced significant social class trajectories in their lifetimes. Using semi-structured interviews and two photo-elicitation techniques, adults and teens articulated their perceptions of healthy eating, eating well, conflicts and struggles around food, and typical household food patterns. This analysis examines how habitus from class of origin can influence food dispositions, as well as how participants used food and talk about food to mark symbolic and moral boundaries on the basis of class. In particular, people used discourses of cosmopolitan and omnivorous eating, ethical eating, and healthy eating, as well as the moral virtue of frugality, to align or dis-identify with class of origin or current class location. Our analysis shows that food can be a powerful symbolic means of marking class boundaries.
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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 | 0.000 |
| 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