Contesting "Silhouettes of a Pregnant Belly": Young Pregnant Women’s Discursive Constructions of the Body
Bibliographic record
Abstract
In this article, we draw on a feminist poststructuralist perspective to explore how young pregnant women discursively construct the pregnant body in the context of the dominant obesity discourse and other prevailing bodily discourses. Open-ended interviews were conducted with 15 pregnant women between the ages of 18 and 28 coming from various socioeconomic and educational backgrounds in the Ottawa region. The poststructralist discourse analysis reveals that, overall, the participants are interpellated by the dominant obesity discourse and other bodily discourses surrounding beauty, femininity, and heterosexuality. Paradoxically, they also recite alternative discourses that resist dominant bodily discourses. The young pregnant women seem to constitute themselves as conflicted subjects simultaneously reproducing dominant and subversive discourses. This leads us to conclude with a discussion surrounding the need for more realistic and inclusive subject positions within pregnancy discourses.
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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 | 0.007 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.038 |
| Scholarly communication | 0.007 | 0.004 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.002 | 0.003 |
| 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".