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Record W4416353640 · doi:10.58295/2375-3668.1564

An Indigenous Feminist Reading Praxis for Imagining Anti-Colonial Futurities: Honouring the Spirit and Intent of Katherena Vermette’s Writings

2025· article· en· W4416353640 on OpenAlexaffabout
Jennifer Brant, Jeff Rice, Gayatri Thakor

Bibliographic record

VenueOccasional Paper Series · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsPraxisIndigenousReading (process)WitnessEmpathyPower (physics)Economic JusticeEthnography

Abstract

fetched live from OpenAlex

We conceptualize Indigenous literatures as integral tools for supporting teachers on their journeys toward truth and reconciliation. As such, we intentionally offer our work as a pedagogical guide for introducing Indigenous Children’s and Young Adult Literatures (ICYAL) in secondary level English courses, asserting that the delivery of such works must be taught in ways that align with anti-racist praxis, acknowledge varied experiences of racism, sexism, and gender-based violences, and promote liberatory thinking. Indeed, while Indigenous literatures are excellent pedagogical tools to engage conversations about social justice and anti-Indigenous racism, they must be paired with key lessons that dismantle harmful, disrespectful and racist narratives. We consider the pedagogical possibilities highlighted through the relationship between anti-colonial literacies and Indigenous futurities by focusing on a relational analysis of Vermette’s novels The Break (2016), The Strangers (2021) and The Circle (2023). These novels bring to life fictional experiences that may resonate and offer what Dian Million (2009) refers to as a felt sense of familiarity for many Indigenous readers. For non-Indigenous readers, Vermette explained her intention is to promote empathy by sharing experiences through stories. We see this as a call for a relational reading praxis that moves from writing as witness to reading as witness. Vermette’s statement “I realized I could write what I see” (Hanson, 2020, p. 56), demonstrates the power behind giving voice to what she sees in her Winnipeg hometown and Métis community as a way to promote social change.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.852
Threshold uncertainty score0.995

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 studies0.0060.001
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 head0.010
GPT teacher head0.309
Teacher spread0.299 · 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 designNot applicable
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

Citations1
Published2025
Admission routes2
Has abstractyes

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Same venueOccasional Paper SeriesSame topicIndigenous Health, Education, and RightsFrench-language works237,207