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Record W3122220415 · doi:10.1177/0886109920985265

Epistemic Injustice and Indigenous Women: Toward Centering Indigeneity in Social Work

2021· article· en· W3122220415 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

VenueAffilia · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicFeminist Epistemology and Gender Studies
Canadian institutionsUniversity of TorontoDalhousie University
Fundersnot available
KeywordsIndigenousSociologyInjusticeResistance (ecology)NarrativeGender studiesMeaning (existential)EpistemologySocial psychologyPsychology

Abstract

fetched live from OpenAlex

Using the theoretical framework of epistemic injustice articulated by philosopher Miranda Fricker as an analytic tool, we analyze recent victories of Indigenous feminist activism in gathering the stories of Indigenous women, challenging dominant meta-narratives and rewriting the herstory of Canada. We use the epistemic concept of the hermeneutic gap to consider the implications of this resistance in conjunction with the increased visibility of the intersectional positionality of Indigenous women. To illustrate our analysis, we focus on two case studies. Firstly, an individual perspective through the life journey of a feminist Anishinaabe Activist, Bridgett Perrier. Secondly, we conduct a systemic analysis of the recent Report on the National Inquiry into the Missing and Murdered Indigenous Women and Girls (MMIWG). We close with a discussion on how critical it is for social workers—especially non-Indigenous social workers—to relearn and document the meaning of the MMIWG issues. This includes recognizing Indigenous resistance, activism, and the newly formulated hermeneutic understandings that are emerging. Then, the final task is to apply these concepts to their practice and heed the calls to action which the report calls for.

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)0.001
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.414
Threshold uncertainty score0.847

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 studies0.0010.000
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 head0.036
GPT teacher head0.313
Teacher spread0.277 · 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