MétaCan
Menu
Back to cohort

The “Empty-Shell” Approach: The Setup Process of International Administrations in Timor-Leste and Kosovo, Its Consequences and Lessons

2011· article· en· W1598234225 on OpenAlexaff
Nicolas Lemay‐Hébert

Bibliographic record

VenueInternational Studies Perspectives · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicPeacebuilding and International Security
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsTimor lestePolitical scienceLibrary scienceSociologyComputer scienceEthnology

Abstract

fetched live from OpenAlex

State-building under the aegis of international administrations has faced various hurdles and obstacles in Kosovo and Timor-Leste—failures that came to full light in March 2004 in Kosovo and in May 2006 in Timor-Leste. However, the international conception buttressing the set up of international administrations—I dub it the “empty-shell” approach—is still present in certain policy circles. This article aims to analyze this international conception by clarifying how the UN came to impose its authority over the two territories in a very similar process. While the literature on each state-building experiment is vast and compelling, few authors have attempted to contrast the two case studies, especially regarding the mental conception informing the governance process of these territories since 1999. This article links the empty-shell approach with the delegitimization process that came to be experienced by the UN in both cases. The article describes the international policies put in place by the UN to expand its control over the two territories, a mix of co-option of local elites and the marginalization of the local population. Finally, the article reveals some possible solutions in order to avoid the more blatant difficulties pertaining to state-building conducted from the outside-in.

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)0.014
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.060
Threshold uncertainty score0.179

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.013
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0210.044
Scholarly communication0.0130.014
Open science0.0020.011
Research integrity0.0030.006
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 head0.129
GPT teacher head0.414
Teacher spread0.286 · 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 designQualitative
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

Citations111
Published2011
Admission routes1
Has abstractyes

Explore more

Same venueInternational Studies PerspectivesSame topicPeacebuilding and International SecurityFrench-language works237,207