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Record W4407084221 · doi:10.1016/j.polgeo.2025.103278

“Home has always been at the heart of our self-government”: Housing, home and Indigenous self-determination in Fort Good Hope, Canada

2025· article· en· W4407084221 on OpenAlexafffundabout
Aimee Pugsley, Julia Christensen, Arthur Tobac

Bibliographic record

VenuePolitical Geography · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsQueen's UniversityMemorial University of Newfoundland
FundersSocial Sciences and Humanities Research CouncilSocial Sciences and Humanities Research Council of CanadaArcticNet
KeywordsIndigenousGovernment (linguistics)Self-determinationBusinessEconomic growthPolitical scienceEconomicsLaw

Abstract

fetched live from OpenAlex

The colonial geographies of northern and Indigenous housing have long been the focus of research attention, particularly the transformative and destructive role the assimilative power of social welfare has played in State interventions into Indigenous lives at the bodily, familial, community and national scales. Recent literature in the areas of northern and Indigenous housing has underscored the need for increased community self-determination over housing in order to uproot structures of colonial domination and attend to specific cultural and contextual realities, visions and needs—necessary for the sustainable alleviation of a longstanding “housing crisis” in northern Canada. This paper examines differing discourses of Indigenous self-determination through recent efforts by the K'ásho Goťįne Housing Society (KGHS) – an Indigenous community housing organization – and the territorial and federal governments to promote Indigenous self-governance of housing. Drawing on critical analyses of self-determination led by Indigenous scholars, and engaging a series of qualitative interviews with Indigenous and settler policymakers and housing administrators at the community, territorial and federal levels, we examine how differing Indigenous and settler conceptualizations of the self-determination of housing are evident in critical barriers presented by the governance of land and the “compartmentalization” of home. Ultimately, we argue that full self-determination of Indigenous home through housing is fundamentally impeded by current housing governance processes, though the multiscalar nature of Indigenous home simultaneously challenges the capitalist, settler-colonial structures holding up these processes, and also cultivates the everyday, placed-based resistance of the individual, family and community by creating space to imagine housing through Indigenous epistemologies. • Barriers to Indigenous self-government of housing in the NWT around land and home. • Indigenous conceptualizations of home offer sustainable housing governance. • Settler State-sanctioned forms of self-governance impede full Indigenous self-determination of home and housing. • The self-determination of home is a necessarily multi-scalar initiative.

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)0.003
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 score0.127
Threshold uncertainty score0.924

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0530.017
Scholarly communication0.0070.002
Open science0.0020.005
Research integrity0.0010.004
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 head0.007
GPT teacher head0.262
Teacher spread0.255 · 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

Citations4
Published2025
Admission routes3
Has abstractyes

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