What is the Problem with Stabilization Clauses in Petroleum Agreements?
Bibliographic record
Abstract
International Oil Companies (IOCs) continue to invest in countries which do not have stabilization clauses. Why is this so? What is the essence of these clauses? One of the curiosities of stabilization clauses in petroleum agreements, is that most developed countries will not offer them to investors. So, why do developing countries with stable political, fiscal and regulatory climate offer them? Additionally, history shows that these stabilization clauses have not deterred host governments from expropriating petroleum investments. While governments may be able to make commitments of their own, as a matter of national sovereignty they may not be able to bind the legislative competence of the State into the future. These concerns are the main driver behind this article, which is influenced by the various questions asked by policymakers in the Global South on the importance of stabilization clauses for the sustainable development and management of natural resources.
 Keywords: Stabilization; sustainable development; natural resources; oil and gas
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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 | 0.002 | 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 | 0.001 | 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".