The Investment Protection Rules of the EU-Canada Trade Agreement
Bibliographic record
Abstract
Abstract This article provides an in-depth analysis of the substantive protection provided to investors against indirect expropriations under the EU-Canada Free Trade Agreement ( ceta ) and under the Constitution of Finland. More specifically, we analyse these respective spheres of protection in a regulatory context in Finland where Canadian investors operate actively: industrial mining. The purpose of the comparative analysis is to provide tentative answers to three broad research questions: Can investors challenge legitimate public interest measures under ceta ’s investment protection rules? Is the protection provided under ceta co-extensive with the protection provided under the constitutions of countries placing high on global rule of law rankings? And are countries upholding the rule of law safe from investor claims under ceta ’s reformed investment protection rules? A more general purpose is to bring more depth and nuance into the debates concerning the reform of the investment treaty regime, which often travel at a high level of abstraction.
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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 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".