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Record W6963734014 · doi:10.25316/ir-17512

In history's shadow: Child welfare discourses regarding Indigenous communities in the Canadian Social Work journal

2022· article· en· W6963734014 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueVIUspace · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsnot available
Fundersnot available
KeywordsSocial workIndigenousComplicityWelfareSilenceColonialismAccountabilityChild protectionDominance (genetics)

Abstract

fetched live from OpenAlex

This article reviews all items in the Canadian Social Work journal over its almost 90-year history that relate to child welfare practice in an Indigenous context. We review the journal contents as a way of understanding the profession’s voice, noting that a journal’s discursive practice reflects disciplinary discourse and that this journal positioned itself as a platform for social work debates. Our analysis contributes also to the truth-telling and accountability of social workers. While around 10% of the 1500 journal articles focused on child welfare practice, only 9 of these 152 articles addressed child welfare practice with Indigenous children and families. Our discourse analysis highlights that there was contemporaneous silence regarding social work complicity in the residential schools movement, the Sixties Scoop, and the current Millennium Scoop. In the 1980s, sustained critique around the role of social work in perpetuating colonization began to emerge. The journal, though, left child protection discourse unexamined and thus overlooked its role in maintaining dominant Canadian child welfare practice. We suggest that White supremacy and settler colonial discourses support the dominance of the child protection discourse, and that part of decolonizing child welfare practice relates to revealing and resisting these discourses and generating alternative decolonized discourses.

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.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.925
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0130.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.037
GPT teacher head0.317
Teacher spread0.280 · 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