Children's Emotional Responses to a Paediatric Hospital Atrium
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
This paper illuminates children's emotional responses to an atrium in a contemporary Canadian paediatric hospital. It draws on a focused analysis of data elicited in a qualitative study that explored patients' perspectives on the design and architecture of the atrium. Children were involved in all phases of the project either as consultants on the research methods or participating in interviews and taking photographs of the space. The atrium consists of a main lobby with a high windowed ceiling, brightly coloured elevators with exposed mechanisms, information desks, a large fountain and food venues. Children expressed a range of emotions associated with the space. The findings demonstrate children's ability to identify multi‐faceted issues related to hospital design and affirm their rights to participate in decisions regarding spaces that purportedly are designed for them.
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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 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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