Rethinking Racine v Woods from a Decolonizing Perspective: Challenging the Applicability of Attachment Theory to Indigenous Families Involved with Child Protection
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.
Bibliographic record
Abstract
Abstract The 1983 case Racine v Woods is the leading child protection case from the Supreme Court of Canada, distinguishing bonding and/or attachment as a more important determinant of best interest for an Indigenous child than cultural connection. Using this case, courts are upholding the permanent placement of Indigenous children in non-Indigenous homes as opposed to placement within their culture. Racine v Woods reflected knowledge of attachment and family at that time but runs counter to current knowledge. Reconsideration of the factors to decide cross-cultural adoption is needed. The essential point is that attachment assessment draws from a dyadic relational theory and is being applied to communal family systems, such as Indigenous systems. Such a review is consistent with the calls to action of the Truth and Reconciliation Commission (TRC) as well as its predecessor, the Royal Commission on Aboriginal Peoples (RCAP), and recent Canadian Human Rights Tribunal (CHRT) decisions.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it