Bibliographic record
Abstract
Abstract The revival of interest in comparative constitutional studies, alongside the rise of legal limitations to state action due to investment treaty commitments, calls for a unique analysis of both investment law and comparative constitutional law. The unresolved tensions that arise between the two are only beginning to be addressed by judges. Are courts resisting efforts at diminishing constitutional space as a consequence of new international limits on state capacity? Constitutional Review and International Investment Law: Deference or Defiance? pioneers this discussion by examining how a selection of the highest courts around the world have addressed this potential discord. A comparison of decisions in the US, Europe, Colombia, Indonesia, Israel, and elsewhere reveals that, rather than issuing declarations of constitutional incompatibility, courts are more likely to respond to constitutional tensions indirectly. Their rulings adopt stances that range from hard deference (such as the Peruvian Constitutional Court viewing constitutional law and investment law as entirely compatible) to soft defiance (for example the Colombian Constitutional Court requiring only modest renegotiation of some treaty terms so that they are constitutionally compliant). Readers learn that judges are not aiming to undermine the investment law regime but are seeking to mitigate constitutional collision.
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 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.008 | 0.005 |
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; both teacher heads agree on what is shown here.
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".