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
Abstract. This article examines the federal Conservative party's notion of “open federalism” from a political economy perspective. In doing so, it argues that open federalism will appeal to business interests and not to unions and social activists, because it is consistent with the neoliberal approach to federalism which seeks to lock in free market-oriented policies. To demonstrate this point, the article draws on the work of neoliberal intellectuals—including Nobel laureates Friedrich von Hayek, Milton Friedman and James Buchanan—on “market-preserving federalism” and compares it with the key principles of open federalism and those advocated by business lobby groups and think tanks. Résumé. Cet article examine la notion de “ fédéralisme ouvert ” adoptée par le Parti conservateur fédéral dans une perspective d'économie politique. Il avance que le fédéralisme ouvert plaira au milieu des affaires et déplaira aux syndicats et aux militants sociaux parce qu'il concorde avec la conception néolibérale du fédéralisme qui vise à instituer des politiques compatibles avec l'économie de marché. La démonstration s'appuie sur les travaux de penseurs néolibéraux—notamment les lauréats du prix Nobel, Friedrich von Hayek, Milton Friedman et James Buchanan—sur le concept d'un fédéralisme qui préserve le marché (market-preserving federalism) et compare ce concept aux principes de base du fédéralisme ouvert et à ceux que prônent les groupes de pression et les analystes du milieu des affaires.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.006 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 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