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Record W7117154788 · doi:10.3138/cjhh.711-072024

Unearthing Mother–Midwives: Black Women's Hidden Legacy in Canadian Maternal Care

2025· article· en· W7117154788 on OpenAlexaboutno aff
Hirut Melaku, KAREN FLYNN, Karline Wilson-Mitchell, Emily McPherson

Bibliographic record

VenueCanadian Journal of Health History · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsScholarshipOppressionBlack womenColonialismHealth careWhite (mutation)IndigenousResistance (ecology)

Abstract

fetched live from OpenAlex

Scholarship on Black women in the Americas has articulated the historical importance of maternal newborn care and reproductive healthcare as crucial factors shaping the experiences of women and pubescent girls. As part of the "economics of slavery," Black women were forced into childbearing and were denied the opportunity to mother their children. Some enslaved women were forced to breastfeed the children of their enslavers, helping to raise them. Some mothers also witnessed their children being sold, tearing their families apart. Enslaved and free Black women on and off plantations acquired midwifery skills informally because their families were often denied access to medical care. Despite Black women's presence on traditional Indigenous territories for centuries in what became Canada, midwifery, maternal, and overall holistic care work performed by Black women is rarely documented. Indeed, when Black women's relationship with babies and children is discussed, it is often as domestic workers caring for middle-class white women's children during the beginning and the middle of the twentieth century. The central question guiding this article is this: Based on the paucity of sources, what do we know about Black women's maternal experiences and midwifery skill set in the Canadian context? Drawing on Black Canadian feminist theorizing and cultural theorist Saidiya Hartman's notion of "critical fabulation," this paper seeks to explore how maternal healthcare and midwifery skills served as sites of racially gendered oppression and simultaneously how Black women's healing and midwifery skills served as vital familial, community, and racialized resistance from the colonial period to the beginning of the twentieth century.

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)0.005
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.145
Threshold uncertainty score0.991

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.004
Science and technology studies0.0590.016
Scholarly communication0.0080.003
Open science0.0030.007
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0070.000

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 head0.012
GPT teacher head0.251
Teacher spread0.240 · 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 designQualitative
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
Published2025
Admission routes1
Has abstractyes

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