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Record W1934507504 · doi:10.21248/gjn.8.1.58

‘Walking Wombs’: Making Sense of the Muskoka Initiative and the Emphasis on Motherhood in Canadian Foreign Policy

2015· article· en· W1934507504 on OpenAlex
Rebecca Tiessen

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

VenueGlobal Justice Theory Practice Rhetoric · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicGender, Security, and Conflict
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsPaternalismGender studiesScholarshipReproductive healthObjectificationGovernment (linguistics)SociologyForeign policyColonialismPolitical scienceFeminismLawPoliticsPopulation

Abstract

fetched live from OpenAlex

The Muskoka Initiative – or the Maternal, Newborn and Child Health (MNCH) Initiative has been a flagship foreign policy strategy of the Harper Conservatives since it was introduced in 2010. However, the maternal health initiative has been met with a number of key criticisms in relation to its failure to address the sexual and reproductive health needs of women in the Global South2. In this article, I examine these criticisms and expose the prevalent and problematic discourse employed in Canadian policy papers and official government speeches pertaining to the MNCH Initiative. I examine the embodiment of the MNCH and how these references to women’s bodies as “walking wombs” facilitate: the objectification and ‘othering’ of women as mothers and childbearers; a discourse of ‘saving mothers’ in a paternalistic and essentialist language; and the purposeful omission of gender equality. Feminist International Relations (IR) and post-colonial literature, as well as critical/feminist Canadian foreign policy scholarship are employed in this paper to frame these critiques.

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)0.006
metaresearch head score (Gemma)0.018
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.924
Threshold uncertainty score0.990

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.018
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.046
GPT teacher head0.353
Teacher spread0.307 · 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