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Record W4417458830 · doi:10.24877/ijyal.166

Re-inscribing Indigeneity in The Secret Garden and Peter Pan: Cherie Dimaline’s Into the Bright Open and Cynthia Leitich Smith’s Sisters of the Neversea

2025· article· en· W4417458830 on OpenAlexaboutno aff
Petra Fachinger

Bibliographic record

VenueThe International Journal of Young Adult Literature · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsCognitive reframingIndigenousNarrativePower (physics)Normative

Abstract

fetched live from OpenAlex

By retelling Frances Hodgson Burnett’s The Secret Garden and James Matthew Barrie’s Peter Pan from Indigenous perspectives, Cherie Dimaline and Cynthia Leitich Smith address the importance of young Indigenous readers seeing themselves represented. Using decolonial narrative strategies, these Indigenous-authored texts suggest alternative ways of relationship building and celebrate queerness and sisterhood. The two Edwardian novels with their textual instabilities, which reflect the questioning of normative ideas about childhood and adolescence at the turn of the twentieth century, provide Dimaline and Smith with ample opportunity to present counter images to racist stereotypes demonstrating the transformative power of Indigenous storytelling. In the process, the two authors adopt Uma Krishnaswami’s idea of “prisms” and Debbie Reese’s notion of “curtains” to reframe the two classic texts in their novels Into the Bright Open and Sisters of the Neversea thus re-inscribing Indigeneity into story.

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)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.030
Threshold uncertainty score0.059

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0110.020
Scholarly communication0.0050.006
Open science0.0010.005
Research integrity0.0020.006
Insufficient payload (model declined to judge)0.0020.000

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 head0.306
Teacher spread0.296 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Explore more

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