Bibliographic record
Abstract
The CETA Opinion of the CJEU In its Opinion 1/17, the CJEU confirmed that the investor-state dispute settlement mechanism of the Comprehensive Economic and Trade Agreement (CETA or the Agreement) entered into between Canada and the EU is compatible with EU law. In the view of the CJEU, the CETA does not have an adverse effect on the autonomy of the EU legal order; it does not violate the principle of equality, the effectiveness of EU law and the right of access to an independent tribunal. Some of the findings of the Opinion are, however, controversial. In particular, it is questionable whether the autonomy of EU law is indeed unaffected by the Agreement, because it seems that in certain situations an interpretation of EU law is hardly avoidable for the CETA Tribunal and the Appellate Tribunal to make. With its Opinion, the CJEU not only lends support to similar trade and investment protection agreements, but it also paves the way for the participation of the EU in creating a multilateral investment court as long as the limits set by the CJEU are observed.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.006 | 0.032 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.013 | 0.005 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.017 | 0.015 |
| Insufficient payload (model declined to judge) | 0.016 | 0.008 |
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".