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Record W2514945662

Unspeakable Things: Indigenous Research and Social Science. Révolutions, Contestations, Indignations

2013· article· en· W2514945662 on OpenAlexaff
Makere Stewart‐Harawira, Aileen Moreton‐Robinson

Bibliographic record

VenueSSRN Electronic Journal · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicQualitative Research Methods and Ethics
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsIndigenousColonialismDominance (genetics)Transformative learningPoliticsEnvironmental ethicsSociologySocial researchTraditional knowledgePolitical scienceSocial scienceLawEcology
DOInot available

Abstract

fetched live from OpenAlex

Indigenous peoples have always done research. That is, they have always asked questions that mattered to them and they have always sought to answer them, mobilizing all relevant sources of knowledge. Only recently, however, has Indigenous research moved from Indigenous communities into the academy, challenging colonial institutional relations and practices that have constituted Indigenous peoples as objects of research rather than as authorities about their own ways of knowing, being and doing. In this article, we make the case for Indigenous research as made up of vital, transformative practices that emerge from and for Indigenous peoples, but that have at the same time profound implications for ‘ordinary’ social science. Moreover, we write with the avowedly political aim of participating in struggles to decolonize the social sciences. Yet despite the emergence of strong Indigenous voices within contemporary research there are both old and new threats to these voices in the academy. This is because Indigenous research is about knowledge production and application and both the philosophical and practical tenets of such knowledge subvert dominant social research. Too often, as Aileen Moreton-Robinson (2002:189) has argued, Indigenous knowledges are ‘unspeakable things’, not least because they challenge taken-for-granted assumptions that undergird the ongoing dominance of colonial practices of social science. Here we offer one account of Indigenous research in the academy, explaining the ways that Indigenous research acts as a form of resistance against centuries-old relations of colonization. At the same time, we explain shape shifting yet familiar threats to Indigenous resurgence, including specific attacks on Indigenous research.

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)0.012
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.980
Threshold uncertainty score0.104

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.010
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.006
Science and technology studies0.0200.111
Scholarly communication0.0150.013
Open science0.0020.010
Research integrity0.0080.007
Insufficient payload (model declined to judge)0.0040.001

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 head0.142
GPT teacher head0.502
Teacher spread0.360 · 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.

Study designTheoretical or conceptual
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

Citations17
Published2013
Admission routes1
Has abstractyes

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