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Record W4413135304 · doi:10.1017/s0008423925100577

Contested Frontiers: Indigenous Power, Settler Rights and the Re-Constitution of Federal Territories

2025· article· en· W4413135304 on OpenAlexaboutno aff
Aaron John Spitzer

Bibliographic record

VenueCanadian Journal of Political Science · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousConstitutionJurisdictionIndigenous rightsPolitical sciencePower (physics)ColonialismLawHuman rightsEcology

Abstract

fetched live from OpenAlex

Abstract Australia, Canada and the United States are settler-colonial federations comprising two types of federal units. The first are states/provinces: full, permanent federal partners, securely settler controlled. The second are territories. Historically, territories were “partners in waiting,” slated for federal incorporation once settlers achieved control of the jurisdiction, outnumbering and disempowering Indigenous peoples. The “rights revolution” made achieving control by force less acceptable. Meanwhile, in Australia, Canada and the US, there remain several territories where Indigenous peoples hold significant power. I find today’s remaining territories experience a new way settlers target Indigenous power, not through force but through rights-challenges. Further, I show these rights-challenges provoke “constitutive contests,” the outcome of which are consequential, potentially “re-constituting” territories in a manner fostering settler control. Finally, I explore why territories might be especially vulnerable to re-constitution through settler-rights challenges.

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)0.004
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.858
Threshold uncertainty score0.282

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0140.047
Scholarly communication0.0100.006
Open science0.0010.006
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0080.000

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 head0.008
GPT teacher head0.284
Teacher spread0.276 · 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 designNot applicable
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
Published2025
Admission routes1
Has abstractyes

Explore more

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