The Making of the European Energy Market: The Interplay of Governance and Government
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 case study asks whether delegated, sectoral governance by private actors and arm’s-length agencies enhances policy efficacy or does sectoral governance require a shadow of hierarchy cast by government actors to deliver desired policy results? EU energy market liberalisation shows that sectoral governance successfully mobilises regulatory expertise, capacity and legitimacy and delivers workable norms and rules for market transactions in a complex policy environment. However, it also finds that the efficacy of sectoral governance mechanisms is constrained by distributive conflicts between different national jurisdictions and sector interests. If deadlock occurs, the European Commission as governmental principal casts a double shadow of hierarchy over sectoral governance agents: the threat of further legislation and of EU competition law. While both instruments enhance policy efficacy, they cannot substitute for the intrinsic rule-making qualities of sectoral governance: governance and government play complementary roles in the policy process.
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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 | 0.007 | 0.003 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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