"It's hard to plan your day when you have no money": Discouraged workers' occupational possibilities and the need to reconceptualize routine
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
OBJECTIVE: This paper presents daily routine as a justice-related concern for unemployed people, based on an ethnographic study of discouraged workers. PARTICIPANTS: Four women and one man who wanted to work but had ceased searching for jobs, and 25 community members whose jobs served the unemployed community, participated in the study. METHODS: Ethnographic methodology--including participant observation, semi-structured and unstructured interviews, and document reviews--and the Occupational Questionnaire were used to gather data for 10 months in a rural North Carolina town. Data analysis included open and focused coding via the Atlas.ti software as well as participant review of findings and writings. RESULTS: Routines need to be seen as negotiated, resource-driven products of experience rather than automatic structures for daily living. Scholars and practitioners must acknowledge that the presence or absence of routine not only relates to resource use but also influences unemployed people's occupational possibilities. CONCLUSIONS: To address unjust expectations about unemployed people's occupational possibilities, scholars must examine the uncertain, negotiated nature of daily routine and its function as a foundation for occupational engagement. Thus, it may be helpful to view routine as both a prerequisite of occupation and a way that existing occupations are organized.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.002 | 0.001 |
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