“Old age” as a social location: Theorizing institutional processes, cultural expectations, and interactional practices
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 The graying of societies and growing inequality call for increased attention to age relations and their implications for power, status, and constraint in late life. In this paper, I argue old age is a distinct—and devalued—social location that exists amid intersecting relations of inequality. Using an integrative approach, I synthesize selected sociological research on the institutional processes, cultural expectations, and interactional practices underlying the social construction of old age. I then review research in the areas of family care work and employment to illustrate some empirical contexts where age relations intersect with gender, class, race, and ethnicity to structure divergent opportunities and constraints among older people. This paper maps out significant theoretical and substantive signposts in the sociology of old age to build connections across levels of analysis, and to provide a nuanced, comprehensive approach to patterned inequalities in late life.
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 | 0.000 | 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 | 0.001 |
| 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