An Interior Design Approach to Human Motivation: An Outpatient Rehabilitation Treatment Centre for Orthopedic Patients
Bibliographic record
Abstract
This Master of Interior Design practicum consists of the design of a privately-owned Outpatient Rehabilitation Treatment Centre (ORTC) for Orthopedic surgery patients. The facility is located in the North-West area of Winnipeg, Manitoba, at 1777 Brookside Boulevard. In response to current changes by the Winnipeg Regional Health Authority (WRHA), the facility provides patients with more opportunities in finding local and community-based outpatient rehabilitative services. In order to improve patient outcomes, the ORTC features design strategies that help reduce stress, reduce barriers towards physical activity, enhance motivation, and encourage return visits. The ORTC is a versatile and dynamic space, providing technologically advanced solutions to focus on motivating its users to pursue active lifestyles within the facility and their surrounding community. The practicum investigates theories of human motivation, human behavior, and explores the impact of digital technology and the built environment to support people who are pursuing such active lifestyles and positive health outcomes during physical therapy. Throughout this investigation, an emphasis on the concepts of restorative nature-based features, social support, concepts of freedom, fun, choice, and flexibility is present throughout the built environment.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.019 | 0.002 |
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 source (direct Gemma or distilled Codex), 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".