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Record W4407939241 · doi:10.5751/es-15206-300121

Colombia’s long road toward peace: implications for environmental human rights defenders

2025· article· en· W4407939241 on OpenAlexvenueno aff
Torsten Krause, Fariborz Zelli, Ana Maria Vargas Falla, Juan Antonio Samper, Britta Sjöstedt

Bibliographic record

VenueEcology and Society · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicTransboundary Water Resource Management
Canadian institutionsnot available
FundersVetenskapsrådet
KeywordsHuman rightsPolitical scienceEnvironmental resource managementGeographyEnvironmental planningEnvironmental ethicsLawEconomics

Abstract

fetched live from OpenAlex

Human rights defenders, social leaders, and environmental and indigenous activists fight for political, cultural, social, economic, and environmental rights and often face intimidation and violence as a consequence. In this article, we analyze how the implementation of the peace agreement signed in 2016 between the government of Colombia and the FARC-EP guerrilla group affects environment and human rights defenders (EHRD) in Colombia. Despite the expectation of a more peaceful future following the peace agreement, EHRD have faced increased intimidation and violence in Colombia, making it the most dangerous country for EHRD globally. We seek to understand this counter-intuitive development through Fraser’s theory of social justice that stresses the need for integrated measures to address economic, political, and cultural injustices in parallel. The theory argues that a focus on correcting cultural misrecognition and political underrepresentation of vulnerable groups may, paradoxically, mask or even facilitate further injustices, if that focus is not matched by sufficient efforts to address economic maldistribution. The fate of EHRD since the peace agreement reflects such an imbalance in justice priorities, which is in the way of lasting and sustainable peace. Drawing on data from secondary sources, ethnographic interviews, and an analysis of policies and laws, we find that, since the peace agreement was signed, new forms of maldistribution have emerged and solidified in the country, including land grabbing, displacement of local populations, resource extraction, and illicit economies, which are strongly related to the growing influx of drug cartels. Despite the increasing advocacy of international organizations and regional legal agreements to protect EHRD, they are caught in precarious roles between cultural recognition and political and economic abandonment by state institutions and are affected by the global trade in illicit products, and the demand for land for agricultural products and minerals. This finding, we argue, warrants more research into the imbalance of addressing local and global injustices during peace processes and its fatal implications for EHRD in Colombia and globally.

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)0.002
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.150
Threshold uncertainty score0.298

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0090.007
Scholarly communication0.0100.006
Open science0.0010.005
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0130.000

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 head0.019
GPT teacher head0.297
Teacher spread0.278 · 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

Citations4
Published2025
Admission routes1
Has abstractyes

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