‘What lay ahead ...’: a media portrayal of disability and assisted suicide
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
Our society treats people with disabilities in an inequitable manner when compared with non‐disabled people. This marginalisation is especially telling in the area of end‐of‐life issues. The confounding of disability with terminal illness can support practices of encouraging death via assisted suicide and other means for people who, although vulnerable, are not at the end of their lives. The purpose of this paper is to examine a series of news articles covering a Canadian story of assisted suicide. From 2004–2006, newspapers followed the case of Marielle Houle, a mother accused of assisting her son in committing suicide. Although he had a disabling condition at the time of his death, Fariala was not at the end of his life. We use the analytical framework of critical discourse analysis to understand what role, if any, the press played in creating and reinforcing larger societal assumptions about living and dying with a disability.
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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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