Bibliographic record
Abstract
Although there is impressive intersectional disability studies scholarship and activism that explores heterosexism, racialization, disablement and transinstitutionalization (e.g., Ben-Moshe, 2011), analyses which include a consideration of aging are virtually absent. Genealogical research makes the absence of aging and older adults within intersectional disability studies scholarship and activism more present. In this presentation I share findings from a genealogy of nursing homes in Nova Scotia which traces their appearance to the English Poor Laws. Documents from the Nova Scotia Archives, and secondary research that included peer-reviewed academic publications and publicly available information, were analyzed to understand the social and historical emergence of nursing homes as a form of care for older adults. This work sought to identify and understand the dominant ideologies that shape current policies and popular understandings of nursing homes, and that organize practices and perceptions of people who live in nursing home settings.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.016 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.008 | 0.007 |
| Science and technology studies | 0.020 | 0.056 |
| Scholarly communication | 0.017 | 0.011 |
| Open science | 0.001 | 0.017 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".