From austerity to new economic governance: comments to Vincenzo Maccarrone Roland Erne et al, Politicising Commodification: European Governance and Labour Politics from the Financial Crisis to the COVID-19 Emergency
Bibliographic record
Abstract
The economic governance regime of the European Union has undergone significant changes since the onslaught of the sovereign debt crises. What has been widely interpreted as a move towards austerity to reduce high levels of debt has been analysed by Erne et al as new economic governance which overwrites previous governance regimes. The rich empirical findings provided by Erne et al strongly support this statement. However, the underlying theoretical model is not convincing as it sees the economic governance as a purely top-down approach. It neglects the interplay between the Council, where national governments express national policy preferences, and the Commission, which translates policy compromises of the Council and the Parliament into technocratic policy prescriptions. The new economic governance is not the sole child of the Commission but the product of the interplay between two levels of the EU game.
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How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".