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Record W4293199463 · doi:10.1017/s0922156522000425

Hayek’s dream: International investment law and the denigration of politics

2022· article· en· W4293199463 on OpenAlex
David Schneiderman

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueLeiden Journal of International Law · 2022
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsRoyal Ontario MuseumQueen's UniversityUniversity of Toronto
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsPoliticsLaw and economicsPrivate lawLiabilityPolitical scienceInvestment (military)LawSovereigntyEconomicsWork (physics)Public lawEngineering

Abstract

fetched live from OpenAlex

Abstract This article argues that the operational logic of international investment law, in part, is to tame states by legally requiring that they behave as if they were profit-seeking enterprises. This is suggested by a small set of awards, arising out of contractual disputes, that work a binary between normal contractual behaviour and sovereign acts of public authority behaviour. Non-contractual behaviour is deemed ‘political’ and likely to give rise to liability under investment law strictures. This complements well Hayek’s approach to the rule of law, where, outside of their ‘framework’ functions, states are expected to behave ‘in the same manner as any private person’. In an age of ever-increasing disparity, this renders it more difficult for states and citizens to take up measures that Polanyi associates with the protective counter movements, shielding citizens from the deleterious effects of free markets.

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 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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.925
Threshold uncertainty score0.888

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.226
Teacher spread0.214 · 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