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Record W125213882

Challenges of Regional Peace after the Comprehensive Peace Agreement in Sudan

2007· article· en· W125213882 on OpenAlexaboutno aff
Elke Grawert

Bibliographic record

VenueScholarWorks - WMU (Western Michigan University) · 2007
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Peace and Security Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical sciencePeacebuildingGeographyPublic administration
DOInot available

Abstract

fetched live from OpenAlex

The Comprehensive Peace Agreement (CPA), concluded between the Government of Sudan and the leadership of the Sudan People's Liberation Army (SPLA) in January 2005, ended a 22 years lasting civil war. The core of the CPA document is the agreement on power and wealth sharing, tackling the main causes of the conflict: unfair distribution of power and marginalization of the majority of the population. The conclusion of the CPA is not only the merit of the two warring parties but also an outcome of the commitment of the Intergovernmental Authority on Development (IGAD), the special envoy of the Kenyan government, General Lazaro Sumbeiywo, and the IGAD Partners' Forum which includes the governments of the USA, Norway, Netherlands, Canada, Italy and the United Nations (UN). This success has been overshadowed by the war in Darfur in western Sudan which has been raging since 2003. Moreover, two years after signing the CPA, a speech of the South Sudanese President Salva Kiir on the occasion of the anniversary of the CPA brought some fundamental shortcomings in the implementation to public light. Has the peace process in Sudan come to a standstill? Is the war in Darfur related to the peace in South Sudan? How does the mixture of war and peace in Sudan affect the sub-region of the Greater Horn? What are the challenges for the institutions that had been involved in creating the CPA?

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)0.011
metaresearch head score (Gemma)0.007
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 score0.053
Threshold uncertainty score0.112

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0200.006
Scholarly communication0.0140.006
Open science0.0010.009
Research integrity0.0050.007
Insufficient payload (model declined to judge)0.0060.001

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 head0.036
GPT teacher head0.285
Teacher spread0.249 · 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

Citations0
Published2007
Admission routes1
Has abstractyes

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