A Glimpse into the Future: Cross‐border Judicial Cooperation in Insolvency Cases in the European Union
Bibliographic record
Abstract
Abstract After 2 years of study, discussion and consultation, in February 2015, the EU Cross‐Border Insolvency Court‐to‐Court Cooperation Principles were published. The EU Cross‐Border Insolvency Court‐to‐Court Cooperation Principles (‘EU JudgeCo Principles’) contain 26 principles. The EU JudgeCo Principles aim to strengthen efficient and effective communication between courts in EU Member States in insolvency cases with cross‐border effects. The EU JudgeCo Principles, in short, include principles on their non‐binding status and their objectives, case management of courts and the equal treatment of creditors, and principles about the judicial decisions itself, on the reasoning and for instance on providing a stay or moratorium. Several principles relate to the course of the proceedings, such as notifications and authentication of documents, and the last principles concern the outcome of judicial cooperation, for instance, cross‐border sales, assistance to a reorganisation or rules for binding creditors to an international reorganisation plan. The Principles include 18 EU Cross‐Border Insolvency Court‐to‐Court Communications Guidelines (‘EU JudgeCo Guidelines’). These EU JudgeCo Guidelines aim to facilitate communications in practice, in individual cross‐border cases. The EU JudgeCo Principles try to overcome present obstacles for courts in EU Member States such as formalistic and detailed national procedural law, concerns about a judge's impartiality, uneasiness with the use of certain legal concepts and terms, and, evidently, language. Presently, court‐to‐court communication between judges in insolvency matters in the EU, especially on the continent, is limited to only a few cases. In the near future, judicial cooperation and communication will be a cornerstone in the efficient and effective administration of insolvency cases within the EU. The EU JudgeCo Principles will then certainly serve as a significant guide. Copyright © 2015 INSOL International and John Wiley & Sons, Ltd
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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 | 0.028 | 0.025 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.003 | 0.008 |
| Scholarly communication | 0.017 | 0.016 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.015 | 0.009 |
| Insufficient payload (model declined to judge) | 0.008 | 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".