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Record W3177632405 · doi:10.3390/laws10030059

Sustaining Cultural Genocide—A Look at Indigenous Children in Non-Indigenous Placement and the Place of Judicial Decision Making—A Canadian Example

2021· article· en· W3177632405 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueLaws · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsUniversity of CalgaryMount Royal University
Fundersnot available
KeywordsIndigenousSupreme courtLawTribunalWelfarePolitical scienceGenocideColonialismLegislationHuman rightsHarmSociology

Abstract

fetched live from OpenAlex

The Truth and Reconciliation Commission has called upon Canada to engage in a process of reconciliation with the Indigenous peoples of Canada. Child Welfare is a specific focus of their Calls to Action. In this article, we look at the methods in which discontinuing colonization means challenging legal precedents as well as the types of evidence presented. A prime example is the ongoing deference to the Supreme Court of Canada decision in Racine v Woods which imposes Euro-centric understandings of attachment theory, which is further entrenched through the neurobiological view of raising children. There are competing forces observed in the Ontario decision on the Sixties Scoop, Brown v Canada, which has detailed the harm inflicted when colonial focused assimilation is at the heart of child welfare practice. The carillon of change is also heard in a series of decisions from the Canadian Human Rights Tribunal in response to complaints from the First Nations Child and Family Caring Society of Canada and the Assembly of First Nations regarding systemic bias in child welfare services for First Nations children living on reserves. Canadian federal legislation Bill C-92, “An Act respecting First Nations, Inuit and Métis children, youth and families”, brings in other possible avenues of change. We offer thoughts on manners decolonization might be approached while emphasizing that there is no pan-Indigenous solution. This article has implications for other former colonial countries and their child protection systems.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.667
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0060.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.011
GPT teacher head0.286
Teacher spread0.275 · 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