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Record W4405520422 · doi:10.5751/es-15198-290441

Diverse understandings and values of nature at the peace–environment nexus: a critical analysis and policy implications towards decolonial peace

2024· article· en· W4405520422 on OpenAlexvenueno aff
Torsten Krause, Fariborz Zelli

Bibliographic record

VenueEcology and Society · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicTransboundary Water Resource Management
Canadian institutionsnot available
FundersVetenskapsrådetSvenska Forskningsrådet Formas
KeywordsNexus (standard)Political scienceEnvironmental ethicsSociologyEnvironmental resource managementEnvironmental sciencePhilosophyEngineering

Abstract

fetched live from OpenAlex

Scholarship in peace and conflict studies is paying increasing attention to the role of the environment for conflict transformation and peacebuilding. However, a closer analysis on how different understandings of “nature” implicate policy proposals and approaches to peacebuilding is lacking. In this study, we provide a critical reflection on the diverse understandings and valuations of nature at the nexus of peace and environment. We do this from a decolonial approach and with a particular focus on the concept of sustainable peace. We first discuss our theoretical approach based on a critical and pluralistic understanding of “environment” as “nature” and a decolonial stand on peace. We then construct an analytical framework based on the values framework developed by the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES) that highlights different worldviews, approaches, notions, and conceptualizations of nature’s contribution to human well-being and implications incorporating Indigenous and local systems of knowledge. Drawing on academic publications that provide empirical and conceptual discussions on the role of nature and environment in peace transformation from diverse regions of the world, we interpret the diverse understandings and valuations of nature in relation to peace. We find that a limited understanding and valuation of nature (and peace) limits the transitions towards a more profound re-mending of the social-ecological relationships that are needed for sustainable peace. We argue that future research should focus on overcoming the ontological bias that persists in the literature at the nexus of peace and the environment.

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)0.048
metaresearch head score (Gemma)0.033
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: none
Teacher disagreement score0.048
Threshold uncertainty score0.253

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0480.033
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.005
Science and technology studies0.0200.132
Scholarly communication0.0270.047
Open science0.0040.019
Research integrity0.0090.023
Insufficient payload (model declined to judge)0.0030.000

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 head0.014
GPT teacher head0.320
Teacher spread0.306 · 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

Citations7
Published2024
Admission routes1
Has abstractyes

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