Why Procedures Matter and Sanctions Much Less: ‘Second-Round’ Infringement Proceedings in Environmental Matters and the CJEU’s Ruling European Commission v Bulgaria
Bibliographic record
Abstract
This case analysis discusses the CJEU'sjudgment in European Commission v Bulgaria. This case concerned an action brought by the Commission under art.260(2) TFEU. The Commission launched this infringement procedure claiming that Bulgaria did not comply with an earlier judgment on air quality, limit values exceedances, and the duty to draft air quality plans. Eventually, the CJEU declared the action inadmissible. This case analysis considers the arguments and discussion presented in the Advocate General's Opinion and in the CJEU's ruling with respect to three core points, namely: the importance of pre-litigation steps in proceedings under art.260(2) TFEU, the way in which scientific complexity is dealt with in infringement proceedings, and the availability and desirability of financial sanctions to repair environmental law breaches. The analysis is concluded by a general discussion on the contribution of this judgment to EU air quality policy and its enforcement at the national level.
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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 | 0.033 | 0.044 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.016 | 0.038 |
| Scholarly communication | 0.029 | 0.013 |
| Open science | 0.004 | 0.010 |
| Research integrity | 0.034 | 0.020 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".