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Record W4410247103 · doi:10.1080/17502977.2025.2459359

State Officials’ Impact on Peace Agreement Implementation: Insights from Colombia

2025· article· en· W4410247103 on OpenAlexfundno aff
Theresa Bachmann

Bibliographic record

VenueJournal of Intervention and Statebuilding · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Development and Aid
Canadian institutionsnot available
FundersUniversity of WaterlooUniversity of KentGlobal Challenges Doctoral Centre, University of KentUniversidad de los AndesUniversity of Bristol
KeywordsPeacebuildingAgreementPolitical scienceState (computer science)Public administrationComputer science

Abstract

fetched live from OpenAlex

This article interrogates how state officials can influence peace agreement implementation on the ground, focusing on Colombian local-level bureaucrats involved in the implementation of the 2016 peace agreement. Integrating rarely appreciated insights from public administration into peacebuilding research, it presents unique survey and complementary qualitative evidence generated through long-term research on-site (2021–2023). The article argues that, despite legal, institutional and administrative constraints, Colombian state officials significantly shape the inclusivity of the sub-national implementation process and support community actors to varying degrees and in diverse ways. Therefore, it advocates for greater attention to state officials in peacebuilding research more generally.

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)0.003
metaresearch head score (Gemma)0.006
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.160
Threshold uncertainty score0.318

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.005
Scholarly communication0.0070.002
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0070.000

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 head0.016
GPT teacher head0.393
Teacher spread0.376 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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