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Record W4393052612 · doi:10.29173/cjfy29988

Book Review of Robertson, David A. (2020). Black Water: Family, Legacy, and Blood Memory. Toronto: HarperCollins Publishers.

2024· article· fr· W4393052612 on OpenAlexaffvenueabout
Taylor Mackey

Bibliographic record

VenueCanadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse · 2024
Typearticle
Languagefr
FieldArts and Humanities
TopicHistorical Studies and Socio-cultural Analysis
Canadian institutionsMacEwan University
Fundersnot available
KeywordsArtArt historyGerontologyHistoryMedicine

Abstract

fetched live from OpenAlex

David Robertson's book, "Black Water" is an emotionally-healing memoir that intertwines his own lived experiences along with his father, and ancestors to regain his Indigeneity and live a life worth living in their eyes, especially within his role as a father.The story focuses on a trip to his father's trapline (per his request) in which Robertson is able to tether together the missing pieces of his upbringing, and repair the bond that fell victim to lost time.Throughout this journey "home" central themes of family, legacy, and "blood memory" reveal themselves.Moreover, Robertson illustrates the impact that assimilation had on Indigenous people and the intergenerational trauma that remains despite attempts to erase it from Canada's odious history.Therefore, he addresses the creation of harmful racial stereotypes remaining from the colonization of the Indigenous people, and how it influenced his own racial prejudices.Robertson uses a conversational style of writing with a relaxed tone that provides intimacy between the author and the reader similar to a personal conversation between friends.As a child, Robertson was kept in the dark regarding his Indigenous roots.His parent's decision to keep his identity hidden, was so as to not limit the various opportunities open to him, that would be revoked if he labeled himself an "authentically Cree" man.They acknowledged that the time in which he and his siblings grew up, as well as the neighbourhood they resided would not be so kind as to

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)0.001
metaresearch head score (Gemma)0.002
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: Review · Consensus signal: Review
Teacher disagreement score0.060
Threshold uncertainty score0.201

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.008
Science and technology studies0.0020.001
Scholarly communication0.0030.004
Open science0.0020.001
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0600.036

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 head0.011
GPT teacher head0.221
Teacher spread0.210 · 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
GenreReview

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
Published2024
Admission routes3
Has abstractyes

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Same venueCanadian Journal of Family and Youth / Le Journal Canadien de Famille et de la JeunesseSame topicHistorical Studies and Socio-cultural AnalysisFrench-language works237,207