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Record W4404438125 · doi:10.1016/j.exis.2024.101559

Extractive separations: A Polanyian note on the international investment treaty regime

2024· article· en· W4404438125 on OpenAlexaff
Rob Aitken

Bibliographic record

VenueThe Extractive Industries and Society · 2024
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsTreatyInvestment (military)International investmentLaw and economicsBusinessInternational tradeEconomicsPolitical scienceLawForeign direct investment

Abstract

fetched live from OpenAlex

This paper examines the relationship between extractive industries and the In-ternational Investment Treaty Regime. This regime, I argue, works to separate extrac-tive investments from the social conditions that make those investments and extractions possible. Examining 3 recent cases— Bear Creek, Von Pezold and Rockhopper, I argue that international investment arbitration invokes novel and deeper separations . More-over, the kinds of separations now enabled in the investment treaty regime take diverse form. To explore this diversity, this paper foregrounds 3 techniques of separation made visible in these 3 cases including techniques of displacement, differentiation and ab-straction. This, in turn, signals a broader contradiction in international investment ar-bitration— a form of practice now deeply contested by those keen to rethread investment governance to social context but shaped by decisions that sever investments from those contexts in ever abstract ways. Read in Polanyian terms, I argue there is a tension be-tween investments deeply embedded in social contexts but increasingly disembedded as abstracted legal and financial objects.

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)0.000
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: none
Teacher disagreement score0.867
Threshold uncertainty score0.933

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
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 head0.035
GPT teacher head0.271
Teacher spread0.236 · 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

Citations1
Published2024
Admission routes1
Has abstractyes

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