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Record W2766256209

Against Constitutional Excess: Tocquevillian Reflections on International Investment Law

2017· article· en· W2766256209 on OpenAlexaff
David Schneiderman

Bibliographic record

VenueeYLS (Yale Law School) · 2017
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsDemocracyLegislatureAristocracy (class)Political scienceInvestment (military)LawConstitutionLaw and economicsEconomicsPolitics
DOInot available

Abstract

fetched live from OpenAlex

Contributing to democratic malaise in operative democracies are transnational constitution-like commitments, such as those found in international investment law. Among its constraints, citizens are legally discouraged from initiating policy innovations that will upset investment expectations. Yet, one of the great virtues of democratic society, according to Alexis de Tocqueville, is the capacity of people to change their minds: an ability to repair mistakes. Though the threat of continual legislative innovation resulted in costly instability, it served as a catalyst for an energetic public and private life. So as to tame the threat of intemperate change, Tocqueville looked to the guiding hand of lawyers and judges—the functional equivalent of an aristocracy—to moderate majoritarian excess. International investment lawyers have lost sight of the equilibrium that Tocqueville envisaged, privileging legal disciplines over the ability of democratic polities to experiment and innovate. For Tocqueville, democratic life would be intolerable and citizens reduced to a “herd of timid and industrious animals” if too many constraints were placed upon legislative energy. This Essay brings Tocqueville’s lessons to bear on the field of international investment law. It pleads for a reduction in the influence of lawyers and their legal strictures, beyond those constraints contained in national constitutional systems, on democratic practice.

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 categoriesScience and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.982
Threshold uncertainty score1.000

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 studies0.0020.001
Scholarly communication0.0020.003
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.004

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 head0.039
GPT teacher head0.292
Teacher spread0.253 · 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; both teacher heads agree on what is shown here.

Study designTheoretical or conceptual
Domainnot available
GenreOther

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

Citations17
Published2017
Admission routes1
Has abstractyes

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