Rebalancing and Regional Economic Performance: Northern Ireland in A Nordic Mirror
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 Northern Ireland has been characterised as having an excessively large public sector. This characterisation has led some to explain poor regional economic performance in terms of ‘crowding out’. This diagnosis has been used to justify a policy of ‘rebalancing’ and the region copying its southern neighbour's lower rate of corporation tax. The experience of large public sectors in the Nordic economies seems however to suggest that higher public spending is not necessarily damaging. This argument is examined critically. Rodrik's comparative institutional analysis indicates that in the Nordics a large public sector was the result of building a successful tradable private sector rather than its cause. In terms of the possible ‘economic dividend’ from devolution we suggest that a Hayekian insight is better: no ‘silver bullets’ exist.
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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 | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| 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