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Record W7133009318

Fictional Maps of Indigenous Canada : Indigenous Literary Cartographies in Canadian YA Literature

2025· dissertation· en· W7133009318 on OpenAlexaboutno aff
Reetta Toivettula

Bibliographic record

VenueTrepo - Institutional Repository of Tampere University · 2025
Typedissertation
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousColonialismSovereigntyNarrativeContext (archaeology)Objectivity (philosophy)Power (physics)Decolonization
DOInot available

Abstract

fetched live from OpenAlex

This thesis examines the fictional mappings of Indigenous Canada in Mi’sel Joe and Sheila O’Neill’s My Indian (2021), Cherie Dimaline’s The Marrow Thieves (2019), and Wab Kinew’s Walking in Two Worlds (2021). These works of Young Adult literature are published in a context where spatial experiences continue to be affected by the settler colonial history of Canada and where struggle for sovereignty extends to the publishing industry that has a need for more diverse literature for children. While the novels have received relatively little academic attention, they are of interest in a literary cartographic analysis because these coming-of-age narratives form mappings from Indigenous points of view and imagine alternatives to the colonial map of Canada. These literary maps create spaces for Mi’kmaw, Métis, and Anishinaabe identities to form and as YA novels they guide the young protagonists and readers to find their way in the world. Previous studies in literary cartography have tended to focus on maps of the empire, and maps have often been understood as Cartesian maps expressing imperial power in literature. Including Indigenous spatial practices expands the understanding of mapping, communicates knowledge and stories previously excluded, supports Indigenous peoples’ intellectual sovereignty to represent their homelands, and moves away from colonial frameworks of Western cartography. My analysis draws from Annita Hetoevehotohke’e Lucchesi’s conceptualizations of ancestral, anticolonial, and decolonial mapping. My Indian connects readers with ancestral mapping practices developed before colonial contact and questions the objectivity of colonial mappings. The Marrow Thieves is read as anticolonial mapping as it depicts strategic use of ancestral and colonial mapping practices during a genocide. Walking in Two Worlds explores the reinvention of Indigenous cartographies through digital maps, which makes it an example of decolonial mapping. The mappings are formed through graphic maps and depictions of space and spatial 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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science 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 score0.905
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
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 head0.005
GPT teacher head0.217
Teacher spread0.212 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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