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Record W3123738432 · doi:10.26686/vuwlr.v49i4.5334

International Law and the Practice of Legality: Stability and Change

2018· article· en· W3123738432 on OpenAlexaff
Jutta Brunnée, Stephen J. Toope

Bibliographic record

VenueVictoria University of Wellington Law Review · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsSocial Sciences and Humanities Research Council
Fundersnot available
KeywordsPrinciple of legalityLawInternational lawPolitical scienceSources of international lawMunicipal lawStatutePublic lawPublic international lawLaw and economicsSociology

Abstract

fetched live from OpenAlex

Drawing on the practice-turn in constructivism and in international relations (IR) theory more generally, we argue that a particular approach to managing stability and change is inherent in, and indeed characteristic of, legality and the rule of law in international as in domestic law. Our "interactional law" framework places particular emphasis on what we call the "practice of legality". This concept is central to understanding how law can both enable and constrain state actions, and why international law is a distinctive language of justification and contestation. In turn, the focus on stability and change is helpful because it directly confronts some of the persistent doubts and assumptions about international law, in particular in relation to international politics. Our work is animated by the intuition that the dominant views in IR and international law scholarship underestimate international law's capacity to mediate stability and change, in part because they focus on the surface of law (treaties, statutes and so on) and external factors (interests, enforcement). They neglect the deeper structure of what makes norms "law", and the distinctive practices that account for both its relative stability and its capacity for change.

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)0.001
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 score0.985
Threshold uncertainty score0.984

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 studies0.0000.002
Scholarly communication0.0000.000
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 head0.033
GPT teacher head0.293
Teacher spread0.260 · 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 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

Citations13
Published2018
Admission routes1
Has abstractyes

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