The Adoption of Frances T: Blood, Belonging, and Aboriginal Transracial Adoption in Twentieth-Century Canada
Bibliographic record
Abstract
This article offers a case study of a transracial adoption involving a mixed-heritage child and a legally Indian adoptive couple. The legal adoption of “Frances T” in 1937, considered to be “in the best interests of the child” by social welfare professionals, took on gendered and racialized meaning in the discourse of the Indian Affairs bureaucrats who subsequently attempted to overturn it. The article uses the case to examine Canadian settler-colonial beliefs about blood and belonging. It also explores the complications that emerged as legally defined Indian people came into contact with provincial child welfare legislation. With the goal of eliminating Indigenous legal and kinship forms, the Indian Act colonized adoption so it could be used as a method of assimilation rather than as a traditional form of Indigenous alliance creation and childcare. The case highlights the themes of Indigenous kinship and sovereignty, legislated Indian identity, and the growing involvement of social workers in the lives of Aboriginal people in the mid- to late-twentieth century.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.040 | 0.016 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".