Rechtsfragen beim Wechsel des Rechtsregimes - Viertes Symposium der Juristischen Fakultät der Georg-August-Universität Göttingen mit der Yonsei Law School (Seoul)
Bibliographic record
Abstract
The German reunification in 1989/90 is paradigmatic for fundamental geopolitical changes, in the context of a change of the entire legal system. Further well-known examples of the State’s national desire for reformations with respect to legal principles are the great reform of the penal system in 1975, the reform of the law of obligations in 2002 and the fundamental reorganization of the law with respect to illiquid debtors. The Koreans are not only interested in the Germans’ experience of the last quarter of a century because of legal-historical reasons, but also in particular because of the possible case of a Korean reunification. The present volume contains the contributions to the 4th symposium of the Faculty of Law of the Georg-August-Universität Göttingen and the Yonsei Law School (Seoul), which was held in Göttingen in February 2015.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.006 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.013 | 0.003 |
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".