Masculinities, diet and senior Punjabi Sikh immigrant men: food for Western thought?
Bibliographic record
Abstract
The high rates of diabetes and cardiovascular disease among Punjabi Sikh (PS) men are often linked to diet. Although some high fat and sugar foods in both traditional and Western foods negatively influence these illnesses, little is known about what underpins PS immigrant men's dietary practices. This article details the connections between masculinities and diet to reveal how varying gendered ideals can inform and influence the practices of senior PS Canadian immigrant men who attended community-based men's groups. Participants' masculine ideals and their alignment to those ideals were deeply rooted in spirituality and traditional cultures, which shaped the use of specific foods and beverages, yet there was also evidence that the availability and affordability of dairy products and alcohol in Canada strongly influenced men's diets. While the men's group leaders educated attendees about diet, ideologies reinforcing ties between femininities and the cooking of meals often prevailed. Linkages between participants' masculine ideals and dietary practices were both similar and discordant with the findings reported in studies of Western men. The findings drawn from this study may direct what, how and where dietary messages are targeted to senior PS Canadian immigrant men.
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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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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".