The Role of Domestic Courts in Treaty Enforcement
Why this work is in the frame
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Bibliographic record
Abstract
This book examines the application of treaties by domestic courts in twelve countries. The central question is whether domestic courts actually provide remedies to private parties who are harmed by a violation of their treaty-based rights. The analysis shows that domestic courts in eight of the twelve countries - Australia, Canada, Germany, India, the Netherlands, Poland, South Africa, and the United Kingdom - generally do enforce treaty-based rights on behalf of private parties. On the other hand, the evidence is mixed for the other four countries: China, Israel, Russia, and the United States. In China, Israel, and Russia, the trends are moving in the direction of greater judicial enforcement of treaties on behalf of private parties. The United States is the only country surveyed where the trend is moving in the opposite direction. US courts' reluctance to enforce treaty-based rights undermines efforts to develop a more cooperative global order.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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 it