Caregivers’ Perspectives on the Determinants of Dietary Decisions in Six First Nation Communities
Bibliographic record
Abstract
Colonialism is a fundamental determinant of Indigenous people’s health in Canada, yet little is known about its effects on food systems and dietary decisions in First Nation communities. A socioecological approach was used to explore the determinants of dietary decisions made by Indigenous caregivers. Conclusions are drawn from a narrative analysis of eight focus groups involving 33 caregivers in six First Nation communities. Caregivers identified the changes that they have observed in how food is procured, distributed, processed and prepared, along with the nutritional consequences and the sociocultural meanings of these changes. Determinants such as participation in the wage economy, low income, hunting and fishing regulations, availability of fish and game, and the proliferation of inexpensive, processed foods have altered the food systems and influenced dietary decisions made by caregivers in six First Nation communities. Initiatives such as community gardens, community freezers and community hunting camps are ways that these communities are seeking to regain food sovereignty.
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How this classification was reachedexpand
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 | 0.002 | 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 | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".