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Record W2209707442 · doi:10.1017/s0922156515000254

High Stakes and Persistent Challenges – A Rejoinder to Klabbers and Augsberg

2015· article· en· W2209707442 on OpenAlex
Jakob v. H. Holtermann, Mikael Rask Madsen

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.

Bibliographic record

VenueLeiden Journal of International Law · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsCentre for International Governance Innovation
Fundersnot available
KeywordsRealismScholarshipLawInternational lawLiberalismPolitical scienceEpistemologyPhilosophySociologyPolitics

Abstract

fetched live from OpenAlex

Abstract In this separate rejoinder to Jan Klabbers' and Ino Augsberg's comments to the articles in the symposium on New Legal Realism in International Law ( Leiden Journal of International Law , Volume 28:2, 2015), we respond from the point of view of the European New Legal Realism (ENLR) as propounded in our initial contribution to the symposium. Agreeing with Ingo Venzke who wrote in his introduction to the symposium that ‘stakes are high’ in the debate over international law and methodology, we argue that both Klabbers and Augsberg, each in their own way, fail to take sufficiently seriously the ENLR challenge to doctrinal scholarship. We argue that Klabbers underestimates the evergreen and persistent character of this challenge when he portrays the current push for New Legal Realism as merely a whimsy fashion wave. And we argue that Augsberg's essentially Kelsenian defence of doctrinal scholarship is insufficiently robust because it inherits the excess epistemological liberalism of its underlying Neo-Kantianism.

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: Empirical
Teacher disagreement score0.522
Threshold uncertainty score0.271

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 communication0.0000.000
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 head0.061
GPT teacher head0.307
Teacher spread0.245 · 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