Social Rights, Civil Rights, and Health Reform in Canada
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
This article challenges the conventional wisdom that health programs have been largely insulated from welfare state retrenchment. Health care entitlements have in fact been transformed and diminished, albeit in more subtle ways. Employing rhetorical discursive constructions about the nature of social rights, and capitalizing on passive policy drift, reformists have succeeded in altering the right to health care away from a set of collective obligations and toward the competing claims of individuals. As a result, public health insurance programs are abandoning universalistic principles in favor of a narrower conception of rights that is consistent with and supportive of increased privatization of health care financing. Discursive constructions aimed at persuading target audiences to change their ideas aid and abet systemic and institutional factors, making policy changes seem both necessary and inevitable. Using the case of Canada, I contend that such changes are a form of retrenchment.
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 | 0.000 |
| 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) | 0.000 | 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