Culinary learning centre: using interior design to connect people and promote healthy living
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
Obesity within the Canadian population is on the rise, as people continue to lead hurried lifestyles there is little time to slow down and prepare a meal for oneself or one’s family. As younger generations grow up in these rushed lifestyles, the opportunities to learn about food and nutrition in the home is quickly disappearing. As a result this practicum project explores promoting healthy lifestyles by reconnecting people with food through the creation of a Culinary Learning Centre located in The Forks Market Building, in Winnipeg, Manitoba. Individuals who are motivated to change the way they view and value food are provided with a comprehensive learning environment that approaches teaching through a holistic and collaborative manner. Informed by an extensive literature review into the Slow Food Movement, and learning theory; research into four case studies; and detailed programming, culminated in an interior design solution promoting positive learning, social interaction, and student well-being.
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 | 0.001 | 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