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Record W2029625601 · doi:10.1080/14781158.2010.510244

Incorporating ‘the earth and skies, the winds and rocks’:<sup>1</sup>nature as an active participant in conflict transformation and peacebuilding

2010· article· en· W2029625601 on OpenAlex
Stephanie Westlund

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueGlobal Change Peace & Security · 2010
Typearticle
Languageen
FieldEnvironmental Science
TopicRangeland Management and Livestock Ecology
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsPeacebuildingCompetition (biology)SociologyConflict transformationNatural (archaeology)Political scienceEpistemologySocial sciencePolitical economyEcologyHistoryArchaeology

Abstract

fetched live from OpenAlex

Winning essay: the 2009 Routledge – GCP&S Essay Competition† †An international essay competition encouraging contributions on global issues from graduate students and early career researchers. Scholars often re-tell and analyze peacebuilding stories as independent of locale, as though place does not matter. Inspired by a Mayan priest's observation that academic peacebuilding frameworks are missing ‘the earth and skies, the winds and rocks’, this article examines the role of nature in conflict transformation and peacebuilding. It reviews the results of studies highlighting nature's function in human evolution and in improving mental health and well-being. It then presents three case studies of peacebuilding processes in which participants interacted with one another in natural settings. When these cases are taken at the convergence of the empirical research on nature's emotional and physiological benefits to human beings, a meaningful pattern emerges. Each case becomes understood as tied to the ecologies of the place where participants engaged with one another, thus suggesting that nature is an active yet overlooked participant in conflict transformation and peacebuilding.

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 score0.194
Threshold uncertainty score0.997

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 studies0.0000.000
Scholarly communication0.0000.001
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 head0.017
GPT teacher head0.262
Teacher spread0.245 · 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