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Record W2790121195 · doi:10.20361/g2t10f

Stolen Words by M. Florence

2018· article· en· W2790121195 on OpenAlexvenueaboutno aff
Andrea Quaiattini

Bibliographic record

VenueThe Deakin Review of Children s Literature · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsHistoryReading (process)PsychologySociologyLawPolitical science

Abstract

fetched live from OpenAlex

Florence, Melanie. Stolen Words. Illus. Gabrielle Grimard. Second Story Press, 2017.Stolen Words is a sensitive and thoughtful story about the legacy and intergenerational impact of Canada’s residential school system, the reclamation of language, and the tender relationship between a seven-year-old nôsisim (granddaughter) and her nimosôm (grandfather). Florence draws on her own experience for the story, having never had the opportunity to speak to her own nimosôm about his Cree heritage.After making a dreamcatcher in school, Nôsisim goes to her nimosôm, asking how to say “grandfather” in Cree. Nimosôm replies that he “lost his words a long time ago.” He explains that he (and his words) were taken away from their home, “... to a school that was cold and lonely, where angry white faces raised their voices and their hands when we used our words.” Nôsisim wants to help Nimosôm “find your words again,” and the next day, brings home a Cree dictionary. Reading the long-forgotten words, Nimosôm’s language is reawakened, and he promises Nôsisim that he will teach her his words.Stolen Words does not shy from the realities and long-term impacts of the residential school system. However, Florence addresses these sensitively and age-appropriately. For example, Nimosôm talks about being separated from his family. While the pain of the separation is clear, Florence’s gentle prose ensures it is not overwhelming for young readers. Also, Grimard’s illustrations are evocative, highlighting the close relationship between Nôsisim and Nimosôm, and effectively showing how Nimosôm’s language was captured (and freed) using bird imagery.The phrasing of the sentences, and the inclusion of Cree words makes this a more appropriate read-aloud to younger readers, but it would be suitable for independent reading for students in mid-elementary school. While the subject matter is relevant for students in upper-elementary school, the text itself is below grade reading level. This book is highly recommended for both school and public libraries. Highly recommended: 4 out of 4 starsReviewer: Andrea QuaiattiniAndrea Quaiattini is a Public Services Librarian at the University of Alberta’s JW Scott Health Sciences Library. While working as a camp counsellor, she memorized Mortimer and The Paper Bag Princess by Robert Munsch as bedtime stories for the kids. She can still do all the voices.

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)0.000
metaresearch head score (Gemma)0.003
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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.978
Threshold uncertainty score0.885

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.002
Scholarly communication0.0050.005
Open science0.0010.005
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.2650.165

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 head0.252
Teacher spread0.247 · 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
Published2018
Admission routes2
Has abstractyes

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