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Record W4413201879 · doi:10.1177/14789299251361779

From Reconciliation to Reversal: Explaining Reconciliatory Backsliding in Settler Societies

2025· article· en· W4413201879 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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenuePolitical Studies Review · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsWestern University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsIndigenousReferendumPoliticsDeclarationPolitical economyGovernment (linguistics)Political scienceIndigenous rightsSociologyLawBiologyEcology

Abstract

fetched live from OpenAlex

The United Nations Declaration on the Rights of Indigenous Peoples marked a pivotal moment, signalling an emerging global consensus on the recognition and protection of Indigenous peoples’ inherent rights. In its wake, settler states such as Australia and New Zealand adopted a reconciliatory turn, enacting policies to advance the political, economic and cultural interests of Indigenous communities. However, recent political developments – including Australia’s 2023 Aboriginal and Torres Strait Island Voice Referendum and New Zealand’s 2023 General Election – have triggered a reconciliatory U-turn, with Australians rejecting pro-Aboriginal constitutional reforms and New Zealand electing a coalition government that has begun to dismantle pro-Māori policies. This article introduces the concept of ‘reconciliatory backsliding’ to theorize such reversals and offers an analytical framework for examining its emergence. Using New Zealand as an illustrative case study, we invite scholars to apply and refine this framework to advance research in this newly emerging and critical area.

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)0.002
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: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.914
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
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 head0.079
GPT teacher head0.420
Teacher spread0.341 · 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