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Record W4417190513 · doi:10.1080/00447471.2025.2587556

Spiraling In and Out: A Conversation on Decolonial Asian and Indigenous Solidarity from Aotearoa and So-Called Canada to Asia

2025· article· en· W4417190513 on OpenAlexaffabout
Nujhat Zayma Rahman, Mengzhu Fu

Bibliographic record

VenueAmerasia Journal · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsYork University
Fundersnot available
KeywordsAotearoaSolidarityIndigenousConversationAsia pacificEthnography

Abstract

fetched live from OpenAlex

As Indigenous resurgence and resistance globally make visible the violence of colonization, the growth of Asian diasporic solidarity introduces new possibilities and challenges. Literature examining Asian-Indigenous solidarities in settler colonial states primarily focuses on so-called North America. This conversation between organizers Nabilah Husna Abdul Rahman and Mengzhu Fu spirals from Aotearoa-based practices of decolonial solidarity outwards to Singapore, Canada-occupied Indigenous lands, and beyond. They explore place-based practices of solidarity, pedagogies, and their potential connections to international Indigenous communities. Offering practical strategies, from “small” to “big,” they reaffirm the centrality of the protection of Indigenous land and waters in solidarity efforts.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.834
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.000
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 head0.009
GPT teacher head0.293
Teacher spread0.285 · 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
Published2025
Admission routes2
Has abstractyes

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