Informal instruments to impose human rights obligations on foreign investors: An emerging practice of legality?
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
Abstract In parallel to the negotiation of international investment agreements to protect foreign investment, intergovernmental organizations have deployed considerable efforts to adopt and implement standards of conduct for business enterprises operating abroad. Despite their informal character under international law, these instruments are increasingly mentioned in international investment agreements and investment arbitration. How can references to informal instruments elaborated by intergovernmental organizations contribute to the imposition of human rights obligations on foreign investors in international investment law? Drawing upon the interactional theory developed by Jutta Brunnée and Stephen J. Toope, this article considers these references as a practice that has the potential to strengthen the normative pull towards compliance with human rights norms. In addition to emphasizing the role of international investment law as a relevant forum to develop a practice surrounding these informal instruments, it assesses whether the use of these instruments by members of a community of practice is intended to establish a genuine sense of obligation and to impose human rights obligations on foreign investors. Even if some instances evidence a practice that strengthens such a sense of obligation, most of the references included in international investment agreements and investment arbitration do not render a practice of legality.
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 | 0.007 |
| Open science | 0.001 | 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