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Record W7042733707

PROTECTING NOT PROTESTING: INDIGENOUS PEOPLE’S EXPERIENCE, PERCEPTIONS, AND MOTIVATIONS OF LAND DEFENDING IN CANADA

2024· article· en· W7042733707 on OpenAlexaboutno aff

Bibliographic record

VenueScholars Commons (Wilfrid Laurier University) · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousAppropriationSovereigntyColonialismNarrativeTraditional knowledgePsychological resilienceMetisCommunal landLegitimacy
DOInot available

Abstract

fetched live from OpenAlex

Indigenous people hold a respectful and reciprocal relationship with the land, which is central to their cultures and societies. However, the appropriation of traditional lands lies at the heart of settler colonialism. This has resulted in a prolonged struggle by Indigenous people and their allies against land dispossession for settler occupation and resource extraction that has shaped historical and contemporary Indigenous land defence movements. This research explores the experiences and challenges faced by Indigenous people who engage in land defence in Canada, focusing on their strategies, resilience and motivations in protecting the land. The study draws on Absolon’s (2010) Indigenous Wholistic Theory (IWT), visualized as a medicine wheel, to frame the interconnectedness of individual, family, community, nations, society, and creation. By using a combination of conversational method and narrative analysis, this qualitative research study captures the lived experiences of Indigenous people who engage in land defence, providing a comprehensive understanding of their interactions with colonial systems and law enforcement. Findings reveal that Indigenous land protectors often face extreme violence and criminalization from police, white community members, and the broader society, highlighting the ongoing colonial practices by the Canadian government. Despite these challenges, Indigenous people are motivated by cultural, spiritual, and communal responsibilities, striving for Mino-bimaadisiwin – living the good life. This research contributes to the academic discourse on Indigenous land defence by offering insights into Indigenous perspectives and the broader implications of their efforts. It calls for a shift beyond current public discourse, supporting Indigenous sovereignty and environmental protection. The findings of this study emphasize the need for continued dialogue and solidarity to foster a new narrative of understanding and support for Indigenous land defence initiatives.

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)0.002
metaresearch head score (Gemma)0.004
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.066
Threshold uncertainty score0.480

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.003
Science and technology studies0.0370.013
Scholarly communication0.0060.002
Open science0.0020.006
Research integrity0.0020.004
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 head0.018
GPT teacher head0.253
Teacher spread0.236 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

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