MétaCan
Menu
Back to cohort
Record W4367158957 · doi:10.7202/1081385ar

Child of the State, Mother of the Nation: Aboriginal Women and the Ideology of Motherhood

2021· article· en· W4367158957 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

VenueCulture · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsUniversity of Northern British Columbia
Fundersnot available
KeywordsGender studiesAppropriationPoliticsIdeologySociologySubordination (linguistics)CitizenshipState (computer science)Identity (music)ColonialismPhenomenonPatriarchyPolitical scienceLawAesthetics

Abstract

fetched live from OpenAlex

Around the world, in revolutions, periods of social reform, anti-colonial struggles and in international warfare, images of the mother have come to represent political aspirations. However common this phenomenon, is the meanings attributed to motherhood and the symbols employed to venerate it are constituted in the specificity of political struggles. In this paper I analyze the discourse of motherhood as constructed by aboriginal women of Canada in their struggle for self-determination and full citizenship in First Nations, looking at two discrete yet interrelated themes: the absence of patriarchal appropriation of motherhood symbols as found elsewhere among colonized peoples and the distinct development of motherhood symbols in women’s own political culture. By doing so, I hope to illuminate processes by which women produce moral accounts of themselves as mothers and in the process generate metaphors of motherhood that come to stand for aboriginal female identity. Finally, I conclude with an analysis of the failure of the motherhood discourse to alter First Nations’s women’s political subordination.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.852
Threshold uncertainty score0.932

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
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 head0.005
GPT teacher head0.269
Teacher spread0.264 · 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