INVESTING IN DEMOCRACY? POLITICAL PROCESS AND INTERNATIONAL INVESTMENT LAW
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
International investment law is rushing to stake out the high ground of democratic theory. It has been claimed that the interests of foreign investors ordinarily will not be represented within a host state's political processes and so investors deserve heightened protection from policy decisions that adversely affect investment interests. I argue in the present article that this smuggling of democratic theory and constitutional postulates into international investment law is inapt and, as an empirical matter, inaccurate. By looking to the us origins of political process doctrine, I argue that its invocation by international investment tribunals is inapposite given the doctrine's concern with relegating ordinary economic regulation to relaxed scrutiny. Nor is reference to the European experience all that helpful – representation reinforcement review has not been a hallmark of European jurisprudence. I claim that this worry over democratic processes masks an attempt at legitimating controversial review by investment tribunals of high public-policy matters. Moreover, as empirical studies suggest, this solicitude offered to investors by political process review is mostly unwarranted as foreign corporate actors can and do shape host domestic policy.
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.
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 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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