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Record W4408563697 · doi:10.5751/es-15894-300134

The roles and values of the natural environment in Northern Uganda’s peace process: a conceptual document analysis

2025· article· en· W4408563697 on OpenAlex
Alice Kasznar

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEcology and Society · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicHydropower, Displacement, Environmental Impact
Canadian institutionsnot available
FundersVetenskapsrådetSvenska Forskningsrådet Formas
KeywordsProcess (computing)Natural (archaeology)Environmental resource managementGeographyPolitical scienceEnvironmental planningEnvironmental ethicsComputer scienceEnvironmental scienceArchaeology

Abstract

fetched live from OpenAlex

Over the past years, the natural environment has increasingly become instrumental in peace policies and the focus of study in peace and conflict research. Concurrently, there is mounting global recognition that nature contributes to peoples wellbeing in manifold ways and that incorporating diverse values of nature in policymaking is paramount for sustainable development. At the nexus of current debates on environmental peacebuilding and nature values and contributions to people, the aim of this study is to understand how peace narratives in Northern Uganda have integrated environmental considerations and accommodated diverse understandings and values of nature to reflect on prospects for sustainable peace. Even though the armed conflict between the Lord Resistance Army and the Government of Uganda in Northern Uganda was not a conflict for access and control over natural resources per se, twenty years of conflict have affected the natural environment as well as social-ecological relations between local peoples and nature. Informed by our theoretical approach from political ecology, we carry out a descriptive and conceptual document analysis using an analytical framework based on three types of values of nature: (a) instrumental, when nature is valued as an instrument or means to an end, (b) intrinsic, when nature is valued in itself, and (c) relational, when nature is valued as the social-ecological relations that it nurtures among people and people and nature. Our central argument is that for peace to be sustainable, understandings and values stemming from peoples directly affected by armed conflicts and dependent on their natural environment should permeate peace narratives and strategies. In particular, relational values of nature become central for nurturing relations, regulating conflict, and eventually assisting the possibilities for long-lasting peace.

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.053
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
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 head0.005
GPT teacher head0.323
Teacher spread0.318 · 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