Central banks in the age of the Euro: Europeanization, convergence and power
Bibliographic record
Abstract
Both studies of political power and Europeanization studies have tended to neglect central banks. As the age of the euro reaches its 10th anniversary, it is timely to reflect on what it means for central banks, which have been at the forefront of the establishment of Economic and Monetary Union in the European Union. Central banks have been caught up in a major historic political project. What does it mean for them? What does the age of the euro tell us about the power of central banks, their Europeanization and whether they are coming to resemble each other more closely? This book brings together a range of recognized academic specialists to examine the main political aspects of this question. How, and in what ways, has the euro Europeanized central banks (members and non-members of the Euro Area)? What have been its effects on the power of central banks and their use of power? Has the euro generated convergence or divergence in central banking? The book offers the first, in-depth and systematic political analysis of central banks in the first decade of the euro. It places the euro in its global and European contexts, including the US Fed and the Australasian central banks, patterns of differentiated integration in European central banking, and the European Central Bank. It offers a set of case studies of its effects on a representative sample of EU central banks (euro 'insiders' and 'outsiders') and looks at four main thematic areas (monetary policy, financial market supervision, accountability and transparency, and research). The book contributes to Europeanization studies, comparative political economy, and studies of Economic and Monetary Union. It will be of major interest to students of the European Union and European integration, comparative European politics, and area and 'country' studies. More generally, it will interest all those interested in central banking and their pivotal and problematic position between politics and markets.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.006 |
| Science and technology studies | 0.002 | 0.009 |
| Scholarly communication | 0.012 | 0.011 |
| Open science | 0.000 | 0.005 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".