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Record W4380568586 · doi:10.51952/9781447364306.ch002

Canadian social work and the Sixties Scoop: reflections on the past, lessons for today

2023· book-chapter· en· W4380568586 on OpenAlexaboutno aff
Filipe Duarte, Patrick Selmi

Bibliographic record

VenuePolicy Press eBooks · 2023
Typebook-chapter
Languageen
FieldSocial Sciences
TopicResearch in Social Sciences
Canadian institutionsnot available
Fundersnot available
KeywordsSCOOPWork (physics)Visual artsSociologyHistoryArtEngineeringMechanical engineering

Abstract

fetched live from OpenAlex

This chapter sheds light on social work’s troubled past with Indigenous peoples in Canada. It aims to discuss ‘troubled histories’ of complicity, oppression and assimilation in an ongoing process of reconciliation with Indigenous peoples and preservation of social work memory. Social work’s troubled past with Indigenous Peoples in Canada is one of the profession’s darkest moments in the 20th century, starting with the residential schools created to assimilate Indigenous children into Euro-Canadian society, and pursued through the Sixties Scoop, comprising policies and practices to remove Indigenous children from their communities and place them in foster care or adoption by White families. In the early 19th century, when colonial settlement in Canada intensified, Indigenous peoples were subjugated to British colonial rule through the imposition of a policy called the Indian Act that aimed to ‘protect’ Indigenous people from European settlers. Such policy and practices were intended primarily to ‘civilise the Indians’ in the name of Christianisation, and involved imposing assimilation strategies and practices, supported by the ideological biases of politicians, administrators and wider society. Such practices of settler colonialism towards Indigenous peoples used child welfare as an approach to solving the ‘Indian Problem’. By the late 1940s the social work profession was already playing a direct role in the child welfare system concerning Indigenous children. Social workers became directly involved in the removal of Indigenous children from Indigenous families and communities.

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)0.006
metaresearch head score (Gemma)0.006
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: none
Teacher disagreement score0.316
Threshold uncertainty score0.793

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.010
Science and technology studies0.0830.045
Scholarly communication0.0220.007
Open science0.0030.008
Research integrity0.0050.012
Insufficient payload (model declined to judge)0.0090.001

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 head0.308
GPT teacher head0.456
Teacher spread0.148 · 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
Published2023
Admission routes1
Has abstractyes

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