The dynamics of multilevel administration. Coordination processes between national, supra- and international administrations in energy policy
Bibliographic record
Abstract
Abstract Multilevel governance of energy transitions depends on the coordination between national, supra- and international administrative actors. Coordination takes place in systems of multilevel administration, which constitute highly dynamic arenas dominated by legally non-binding instruments and reciprocal interactions and relationships. This article seeks to gain insights into the underlying coordination processes by asking which conditions account for the change over time of coordination between administrative actors in multilevel administration systems . First, research on multilevel administration is summarized. Second and starting from historic and discursive institutionalist theory, a conceptual framework is outlined to assess the conditions and modes that account for the dynamics of coordination in general, and the change of coordination instruments in particular. A trend towards persuasive coordination in a process of institutional layering driven by endogenous conditions is expected. Empirically, an in-depth comparative analysis is conducted based on exploratory interviews with 90 experts mainly from the European Commission, the International Energy Agency, and national administrators from Canada and Europe. The results unveil that administrative coordination evolves according to at least three types of layering that go beyond the initial hypothesis: first, through layering of coordination instruments; second, as an increase in formal and non-formal interactions through a growing number of channels and complexity of interactions over time; third, as layering of inter-administrative relationships through a growing importance of personal networks and the creation of new contacts. By analysing the dynamics of multilevel administrative coordination, the article contributes to an important but underdeveloped aspect of the governance of supra- and international energy transitions.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 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".