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Record W4293216253 · doi:10.4314/jsdlp.v13i1.4

What is the Problem with Stabilization Clauses in Petroleum Agreements?

2022· article· en· W4293216253 on OpenAlexaff
Victoria R. Nalule

Bibliographic record

VenueJournal of Sustainable Development Law and Policy (The) · 2022
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicNatural Resources and Economic Development
Canadian institutionsAlberta Environment and Protected Areas
Fundersnot available
KeywordsLegislatureSovereigntyPetroleumBusinessNatural resourceSustainable developmentPoliticsInternational tradeEconomicsPolitical scienceLaw

Abstract

fetched live from OpenAlex

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

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.934
Threshold uncertainty score0.603

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.012
GPT teacher head0.212
Teacher spread0.200 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2022
Admission routes1
Has abstractyes

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