Reflections on: “So… What Do You Do?” Occupation and the Construction of Identity
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
BACKGROUND: What we do has always played a leading part in social conversations about who we are. In part, these social questions are about occupational identity. PURPOSE AND METHOD: Occupational identity is an emerging concept in the occupational therapy literature. In this paper, the concept of occupational identity is examined through the observations of a former research participant in a previous study on the meaning of gardens and gardening in daily life, and the recent work of researchers in occupational therapy and occupational science. RESULTS: Three themes are examined in these reflections. They are occupation and continuity of occupational identity, the contributions of productivity, leisure and self-care to occupational identity and, the public and private aspects of occupational identity. PRACTICE IMPLICATIONS: Exploration with a client about what occupations are most meaningful in her or his life may be a means to understanding the person's construction of an occupational identity. Understanding the nature of the client's occupational identity may be a necessary beginning to developing a collaborative approach to what is needed in occupational therapy intervention.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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