MétaCan
Menu
Back to cohort
Record W6982567578

International Investment Law and Climate Change: Competing Commitments and Potential Tensions in International Governance

2019· article· en· W6982567578 on OpenAlexaboutno aff

Bibliographic record

VenueDocument Server@UHasselt (UHasselt) · 2019
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsnot available
Fundersnot available
KeywordsInternational lawMandateForeign direct investmentCorporate governancePublic international lawInvestment protectionInternational communityIncentiveInvestment (military)Climate governance
DOInot available

Abstract

fetched live from OpenAlex

To meet Paris Agreement long-term commitments to hold global warming to well below 2° C as compared to pre-industrial levels, governments must act to transition the world economy away from fossil fuels. Specifically, climate scientists warn that addressing climate change will require the vast majority of fossil fuel reserves to remain unburned, and therefore be rendered valueless, or ‘stranded’. Against this backdrop, in addition to commonly cited challenges related to collective action and political will, States are bound by a vast web of international investment treaties, which have the potential to curtail their ability to regulate in any way that might threaten foreign investors’ ability to operate profitably. \nThis presentation will examine the tension between the International Investment Agreement (IIA) system, arbitrated through Investor-State Dispute Settlement (ISDS), and the global mandate to achieve de-carbonization. Whilst the intent behind these two systems of international law are conceivably compatible, in reality ISDS presents incentives that may impede de-carbonization efforts. After a brief overview of the economic implications of de-carbonization and the IIA system, the presentation will illustrate the policy objectives and areas of conflict between the international investment system and climate policies in the light of actual ISDS cases (e.g., Vattenfall v. Germany; Rockhopper v. Italy; Lone Pine v. Canada; Westmoreland v. Canada). Last, it will draw some recommendations towards a rethinking of the IIA and ISDS system, in order to ensure that foreign investment protections do not discourage or prevent the adoption of climate policies in the public interest.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.019
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.047
Threshold uncertainty score0.160

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.017
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.004
Science and technology studies0.0070.034
Scholarly communication0.0470.027
Open science0.0030.008
Research integrity0.0130.015
Insufficient payload (model declined to judge)0.0080.001

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 head0.016
GPT teacher head0.247
Teacher spread0.232 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations0
Published2019
Admission routes1
Has abstractyes

Explore more

Same venueDocument Server@UHasselt (UHasselt)Same topicInternational Arbitration and Investment LawFrench-language works237,207