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Record W4402836511 · doi:10.1080/21624887.2024.2405275

Envisioning ecological security through local direct action: community resistance with global resonance

2024· article· en· W4402836511 on OpenAlex

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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueCritical Studies on Security · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicTransboundary Water Resource Management
Canadian institutionsUniversity of Victoria
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsAction (physics)Resistance (ecology)Resonance (particle physics)EcologyPolitical scienceBiologyPhysicsQuantum mechanics

Abstract

fetched live from OpenAlex

As climate change becomes a pressing concern for policymakers and citizens around the world, a variety of security discourses have emerged framing the environment as a security issue. While dominant frameworks focus on securing national interests, the international order, or individuals, the ecological security framework presents an alternative discourse. Ecological security requires a refocusing of the security discourse onto the environment itself, vulnerable communities, and future generations, and requires the exploration of alternative, relational forms of social and economic organisation. This framework has often been discounted as an impractical and radical alternative to dominant discourses, however, I argue that ecological security can, and is, being enacted by local communities around the world through radically relational activist methodologies. I suggest that direct action methodology employed by environmental activists can enable the enactment of ecological security by local communities. By investigating the connections and overlaps between blockade-style activism, direct action methodology, and Indigenous resurgence, it is possible to envision a locally-based, radically relational, bottom-up model of ecological security. Through an investigation of the conflict between Wet’suwet’en land defenders and the Coastal GasLink pipeline, this community-activist-ecological security nexus is drawn out and examined as a possible path forward for climate security.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.814
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.004
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.076
GPT teacher head0.402
Teacher spread0.326 · 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