MétaCan
Menu
Back to cohort
Record W4200333394 · doi:10.1177/03058298211055218

Indigenising International Relations: Insights from Centring Indigeneity in Canada and Iraq

2021· article· en· W4200333394 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueMillennium Journal of International Studies · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsUniversity of AlbertaUniversity of Manitoba
Fundersnot available
KeywordsIndigenousColonialismScholarshipSovereigntyGlobeSociologyPolitical scienceGenerative grammarPolitical economyGender studiesLawPolitics

Abstract

fetched live from OpenAlex

This article responds to recent calls to decolonise International Relations. Despite the urgency of this task, much of this work remains at the margins or worse, bound to colonial world views and commitments. Against this backdrop, we first argue that centring Indigeneity demands scholarship that unravels the current configurations of the field and moves away from merely adding Indigeneity as a category within neoliberal, colonial, Westernised frameworks. Second, we assert that Critical Indigenous Studies offers a theoretically generative framework to begin examining international issues in new ways. To illustrate, we re-read sovereignty debates in Québec (Canada) and the Kurdistan Region of Iraq (KRI) through a critical Indigenous lens to disrupt the discourse and taken-for-granted understandings of self-determination struggles for secession in these two sites. Along with highlighting a path towards Indigenising the discipline, our work also reveals how distinct, yet intertwined colonialisms function across the globe.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.784
Threshold uncertainty score0.990

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.020
GPT teacher head0.300
Teacher spread0.279 · 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