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Record W193571843

International Law and Constructivism: Elements of an International Theory of International Law

2009· article· en· W193571843 on OpenAlexaff
Jutta Brunnée, Stephen J. Toope

Bibliographic record

VenueSSRN Electronic Journal · 2009
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsInternational lawConstructivism (international relations)Political scienceInternational relations theoryLawInternational relationsLegitimacyEmpirical legal studiesEpistemologyLegal positivismPhilosophy of lawRationalitySociologyLegal professionComparative lawPoliticsPhilosophy
DOInot available

Abstract

fetched live from OpenAlex

By linking the interactional legal theory of Lon L. Fuller to the insights of recent constructivist literature in international relations (IR) theory, this article posits a distinctive explanation of the binding force of international law and begins to trace out an explanation of law’s persuasive power in international society. The authors challenge the dominant positivist explanations of law in international legal theory, and show how those explanations have been borrowed uncritically even by many of those international relations scholars who have paid particular attention to the role of norms in world politics. Arguing that law is most persuasive when it is created through processes of mutual construction by a wide range of participants in a legal system, the authors focus upon a particular understanding of legal legitimacy, rooted in adherence to internal morality and specificity of legal rationality, a specificity generated in large measure by rhetorical processes. The article concludes with suggestions for a shared research agenda for international lawyers and constructivist IR scholars.

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)0.010
metaresearch head score (Gemma)0.009
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 score0.017
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.009
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.005
Science and technology studies0.0050.074
Scholarly communication0.0170.022
Open science0.0020.008
Research integrity0.0040.009
Insufficient payload (model declined to judge)0.0050.001

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 head0.008
GPT teacher head0.235
Teacher spread0.227 · 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

Citations60
Published2009
Admission routes1
Has abstractyes

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