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Record W4390395464 · doi:10.53779/sdlp2233

The High Commissioner on National Minorities: Persona and Quiet Diplomacy

2023· article· en· W4390395464 on OpenAlexfundno aff
Stéphanie Cramer Marsal

Bibliographic record

VenueJournal on Ethnopolitics and Minority Issues in Europe · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicPeacebuilding and International Security
Canadian institutionsnot available
FundersUniversità degli Studi di VeronaUniversity of Ottawa
KeywordsMandatePersonaPoliticsDiplomacyPolitical sciencePublic relationsSociologyLawEngineering

Abstract

fetched live from OpenAlex

This main focus of this article is to elaborate on the personal dimension of the mandate of the OSCE High Commissioner on National Minorities. Using interviews with the HCNMs, other interlocutors and studies on HCNM’s conflict prevention practice, the article profiles the individual and professional backgrounds of the six past and present HCNMs: Max van der Stoel, Rolf Ekéus, Knut Vollebaek, Astrid Thors, Lamberto Zannier and Kairat Abdrakhmanov. It looks at some of the common and distinct elements of the HCNMs’ experience in a so-called mutual accommodation between the post and the post-holder’s personality and background over the last three decades of existence of the institution (1993-2023). How one takes ownership of the mandate and the persona created? How does one operates including through the quiet diplomacy approach? The paper finds that the political clout and the profile of the post-holder matter in upholding a strategic approach to conflict prevention that captures the critical connections between the security and human dimensions of conflict prevention. At the same time, it acknowledges that the evolving political and security environment demands adaptations and that there are there are limits to what one person may achieve without a cooperative and supportive environment. A key challenge remains, however, regarding making use of existing possibilities for the HCNM to engage and relatedly, the willingness or capacity of the post-holder to take calculated risks in order to focus on the HCNM core mandate of conflict prevention.

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)0.002
metaresearch head score (Gemma)0.002
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 score0.908
Threshold uncertainty score0.902

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.040
GPT teacher head0.381
Teacher spread0.342 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueJournal on Ethnopolitics and Minority Issues in EuropeSame topicPeacebuilding and International SecurityFrench-language works237,207