Post-Occupancy Evaluation of Therapeutic Gardens in a Multi-Level Care Facility for the Aged
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
Abstract A post-occupancy evaluation of eight therapeutic gardens at a multi-level care facility was conducted. Staff, volunteers, and families of residents were surveyed, and residents were interviewed. Of the 190 participants, 96.5% either strongly liked or liked the gardens. More than 80% believed that four of the five overall design goals of the gardens were achieved. However, participants' evaluations of specific garden features varied, and staff members were more critical than others. About 75% said the money to build the gardens was well-spent. About 20% of users offered extra comments. Implications for the planning of therapeutic gardens are discussed. Key Words: Therapeutic gardenspost-occupancy evaluationquestionnaire surveynursing home environmentgardens for cognitively-impaired
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 | 0.000 | 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