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Record W7009468014

Environmental activism, anarchist methodology, and Indigenous resurgence: renewed possibilities for ecological security in Canada

2022· dissertation· en· W7009468014 on OpenAlexaboutno aff

Bibliographic record

VenueUVic’s Research and Learning Repository (University of Victoria) · 2022
Typedissertation
Languageen
FieldSocial Sciences
TopicTransboundary Water Resource Management
Canadian institutionsnot available
Fundersnot available
KeywordsNexus (standard)IndigenousFraming (construction)Environmental securitySecurity studiesPoliticsEcological economicsVariety (cybernetics)Political ecology
DOInot available

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 in vulnerable positions, the ecological security framework presents a radical 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 forms of social and economic organization. This framework has often been discounted as an impractical and radical alternative to dominant discourses, however, in this thesis I argue that ecological security can, and is, being enacted by local communities around the world. Similarly overlooked, yet highly relevant to ecological security, is anarchist political thought and methodology. I suggest that anarchist methodology, when employed by environmental activists through direct action, can enable the enactment of ecological security by local communities. By investigating the connections and overlap between blockadia activism, anarchist methodology, and Indigenous resurgence, it is possible to envision a locally-based, bottom-up model of ecological security. Through an investigation of the conflict between Wet’suwet’en land defenders and the Coastal GasLink pipeline, this blockadia-anarchist-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.

How this classification was reachedexpand

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.160
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.001
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 head0.037
GPT teacher head0.305
Teacher spread0.268 · 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 teacher head, not a consensus.

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

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueUVic’s Research and Learning Repository (University of Victoria)Same topicTransboundary Water Resource ManagementFrench-language works237,207