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Record W2978946750 · doi:10.1017/s0069005800007359

Peut-on justifier l’intervention de l’OTAN au Kosovo sur le plan humanitaire? Analyse de la politique occidentale et ses conséquences en Macédoine

2001· article· en· W2978946750 on OpenAlexvenueno aff
Michael Barutciski

Bibliographic record

VenueCanadian Yearbook of international Law/Annuaire canadien de droit international · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Peace and Security Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsPrinciple of legalityLegitimacyPolitical scienceIntervention (counseling)Argument (complex analysis)LawUse of forceInternational lawPolitics

Abstract

fetched live from OpenAlex

Summary It is generally accepted that NATO’s military intervention against Yugoslavia did not conform to recognized rules of legal positivism. For most western observers, the justification relies on its legitimacy rather than its legality. This moral argument is based on the belief that the humanitarian plight of the Albanian populations in Kosovo was exceptionally grave. While the situation on the ground prior to NATO’s bombing campaign warranted western involvement, the article shows that it was not exceptional in relation to other armed conflicts around the world.Western diplomacy in this Balkan crisis reflects an element of selectivity concerning respect for public international law that will have negative consequences on the future of international relations. The result in the immediate region is a change in the balance of power accompanied by general destabilization. Despite the large international military and civilian presence, Kosovo has been transformed into an almost homogeneous Albanian territory and neighbouring Macedonia is threatened by an extension of the Albanian insurrection. This international intervention confirms the relevance of established legal norms on the use of force because they allow better chances for action guided by reason rather than one-sided media pressure.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.280
Threshold uncertainty score0.557

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.003
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.013
GPT teacher head0.295
Teacher spread0.282 · 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 designNot applicable
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

Citations0
Published2001
Admission routes1
Has abstractyes

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Same venueCanadian Yearbook of international Law/Annuaire canadien de droit internationalSame topicGlobal Peace and Security DynamicsFrench-language works237,207