A justification of health policy federalism
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
The apportionment of responsibility for health policy within multi-level states should be sensitive to a number of conflicting normative pressures, some of which militate for placing decision-making authority at the higher reaches of policy-making structures, while others would seem to require placing them lower down this structure. The principle of subsidiarity is a structural principle that addresses in a manner that is neutral with respect to these values a way of addressing the conflicting claims of these values. Standard accounts of federalism fare poorly with respect to the criterion of subsidiarity. While central governments are at first glance better equipped to apply such a principle to the issue of the distribution of authority, there are strong empirical grounds for thinking that centralized governments will non-neutrally privilege central authorities in applying the principle. Federal structures that admit of overlapping jurisdictions, and that therefore require that deliberation among federal parties occur as a condition of the problem of the distribution of powers over health care being solved, are most amenable to solving problems of distribution of authority.
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 | 0.001 | 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 | 0.000 | 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