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Three Images of “Global Community”: Theorizing Law and Community in a Multicultural World

2010· article· en· W2059549485 on OpenAlexaff
Asher Alkoby

Bibliographic record

VenueInternational Community Law Review · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsSociologyNormativeMulticulturalismInternational lawPublic international lawLawEconomic JusticeScope (computer science)PoliticsInternational communityEpistemologyPolitical philosophyDisciplineLaw and economicsPolitical scienceSocial science

Abstract

fetched live from OpenAlex

Abstract This article uncovers the normative commitments underlying discussions on compliance and institutional design in international law and international relations (IR) theory through an examination of the concept of “global community” in different disciplinary discourses. Three images of global community are conjured in these theoretical discussions: the pluralist, the solidarist, and the discursive. After outlining the first two and discussing the critiques waged against them, the article seeks to defend the third image, which offers an approach to global social integration that is both culturally attuned and ambitious in scope. Drawing on critical IR theory, political philosophy as well as discursive theories of law, the article argues that the proposed image of global community holds the potential to successfully resolve the inherent tension between order, justice and cultural diversity, and where international law may play a meaningful role.

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)0.016
metaresearch head score (Gemma)0.013
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 score0.016
Threshold uncertainty score0.087

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.002
Science and technology studies0.0090.104
Scholarly communication0.0140.020
Open science0.0020.013
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0030.000

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 head0.052
GPT teacher head0.372
Teacher spread0.320 · 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

Citations7
Published2010
Admission routes1
Has abstractyes

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