Canada: nation-building in a federal welfare state
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
'In Canada, three distinct models of federalism govern different social programmes: classical federalism, with programmes run exclusively by one level of government; shared costs federalism, with the federal government financially supporting provincial programmes; and joint-decision federalism, where formal approval by both levels of government is mandatory before any action can take place. Each of these models creates different decision rules, altering the mix of governments and ideologies at the bargaining table, redistributing power among those who have a seat at the table, and requiring different levels of consensus for action. The result has been three separate kinds of interactions between institutions and policy during the postwar era of welfare state expansion. As in the era of expansion, the new politics of social policy in the 'silver age' had to flow through the three distinctive institutional filters created by federal institutions, helping to explain the uneven impact of retrenchment in Canada. Exclusively federal programmes were unprotected by intergovernmental relations and fully exposed to shifts in national politics, with dramatic cuts especially in unemployment benefits. In contrast, joint-decision federalism helped protect contributory pensions from radical restructuring; while shared cost federalism made it possible to preserve the basic model of the health care system, at least in respect of hospital, physician and diagnostic services, if not always in respect of the generosity of funding.' (author's abstract)
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 | 0.001 | 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