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Record W3155625986 · doi:10.3148/cjdpr-2021-006

Food Experiences and Dietary Patterns of International Students at a Canadian University

2021· article· en· W3155625986 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueCanadian Journal of Dietetic Practice and Research · 2021
Typearticle
Languageen
FieldNursing
TopicNutrition, Health and Food Behavior
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsFocus groupEnvironmental healthHealthy eatingPerceptionHealthy foodConsumption (sociology)Food groupPsychologyMedicineGerontologyFood scienceMarketingBusinessPhysical activitySociology

Abstract

fetched live from OpenAlex

Purpose: Postsecondary students who move to a new country to continue their education experience a drastic shift in food landscape, often resulting in unhealthy dietary adaptations. Methods: This mixed-method study explored the eating experiences and dietary patterns of 30 international students attending a Canadian university. Data were collected through focus groups that were analyzed thematically and dietary records analyzed for compliance with Canada’s Food Guide for Healthy Living (2007). Results: Results showed that many participants want to maintain home country food traditions, yet their new independent living status and novel food environments led to changes in dietary habits. Limited food skills, busy schedules, reduced access to familiar foods, and fast-food environments contributed to unhealthy eating patterns. These perceptions were reflected in the high consumption of “other”, less nutritious foods and low servings of fruits and vegetables, milk products and alternatives, and grain products. Conclusions: These findings show that international university students face dual challenges of transitioning into independent living without sufficient food skills and family supports, and exposure to unfamiliar and unhealthy food environments. Resources need to be developed for newly enrolled international students that emphasize food awareness, food skills, and healthy eating habits.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.491
Threshold uncertainty score0.882

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.085
GPT teacher head0.398
Teacher spread0.313 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it