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Record W2884746430 · doi:10.22459/caepr40.07.2018.01

From new paternalism to new imaginings of possibilities in Australia, Canada and Aotearoa/New Zealand: Indigenous rights and recognition and the state in the neoliberal age

2018· book-chapter· en· W2884746430 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueANU Press eBooks · 2018
Typebook-chapter
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsAotearoaPaternalismIndigenousState (computer science)Indigenous rightsGender studiesPolitical scienceSociologyLaw

Abstract

fetched live from OpenAlex

The election of Evo Morales as the first indigenous President of Bolivia in
\n2005 is widely credited to the Cochamba Water War (Spronk 2007: 8).
\nThe Cochamba Water War progressed from an indigenous movement
\nand a specific issue to the creation of an indigenous political party and
\nelection of the first indigenous President. The Bolivian water war, the
\nPuebla Panama Plan in Mexico, the Mackenzie Valley pipeline in Canada
\n(Altamirano‐Jiménez 2004) and Māori resistance to the neoliberal agenda
\nfrom 1984 onwards (Bargh 2007: 26) inspired much theorising about
\nindigenous people successfully contesting neoliberalism (AltamiranoJiménez 2004, Bargh 2007, Spronk 2007: 8, Postero 2007). Bargh
\nand others, for example, documented not only ‘overt Māori resistance
\nto neoliberal policies, but also more subtle stories of activities, which 
\nThe neoliberal state, recognition and indigenous rights
\nimplicitly challenge neoliberal practices and assumptions by their support
\nfor other ways of living’ (Bargh 2007: 1). Scholars make visible the
\npersistence of the colonial in the concrete and material conditions of
\neveryday neoliberal governance and life (Howard-Wagner & Kelly 2011:
\n103). As Bargh (2007), Altamirano-Jiménez (2013), Howard-Wagner
\n(2010b, 2015) and others note, indigenous categorisations of neoliberal
\npractices as a form of colonisation relate to a concern that neoliberalism in
\nits multiple forms poses a threat to indigenous ways of life. This scholarship
\nalso critically reflects on the reshaping of the relationship between the
\nstate and indigenous peoples under neoliberalism (Altamirano-Jiménez
\n2004, Bargh 2007, Howard-Wagner 2009). For example, it draws
\nattention to the increasing intervention in the lives of indigenous peoples
\n(Howard-Wagner 2007, 2009, 2010a, 2010b) and the dispossession of
\nindigenous people through privatisation (Wolfe 2006, Howard-Wagner
\n2012, Altamirano-Jiménez 2013, Coulthard 2014). It does not, however,
\npreclude agency, resistance and decolonisation.
\nInterpretive micro-studies about indigenous peoples’ engagement with
\nneoliberalism provide particular value. They tell us about actually existing
\nneoliberalism in the context of intervention in the everyday lives of
\nindigenous peoples, contests over rights, contests over policy and the
\ncomplex decisions indigenous people are making about how to protect
\ntheir rights and navigate diverse economies involving neoliberal policies
\nand practices.

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.

Direct model labels (unvalidated)

Per-model category and study-design labels from the labeling rounds. They are machine output, unvalidated, and the disagreement between models ships as data. No study design here is MEDLINE-validated yet.

Model armCategoriesStudy designConfidence
gemmano category
Domain: not available · Genre: Other
About the Canadian research system: no · About a Canadian topic: yes
Theoretical or conceptuallow
gptno category
Domain: not available · Genre: Empirical
About the Canadian research system: no · About a Canadian topic: yes
Qualitativehigh
models splitAgreement compares identical category sets and study designs across arms.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.995
Threshold uncertainty score0.799

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 studies0.0000.000
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 head0.033
GPT teacher head0.274
Teacher spread0.241 · 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