Bibliographic record
Abstract
Citation (2022), "Maiden", Rumson, L. and Bentham, A. (Ed.) Divergent Women (Emerald Interdisciplinary Connexions), Emerald Publishing Limited, Bingley, pp. 7-7. https://doi.org/10.1108/978-1-80117-678-120221013 Publisher: Emerald Publishing Limited Copyright © 2023 Lorraine Rumson and Abby Bentham. Published under exclusive licence by Emerald Publishing Limited In the foggy borderlands between girlhood and womanhood, narratives of appropriate behaviour are enforced with newfound vigour, curtailing wayward youth and corralling women into adherence to the expectations of the adult world. This corralling takes a variety of forms in a variety of contexts, both subtle and overt. Developing bodies are punished, sometimes violently, for their failure to adhere to pristine standards of mass media depictions. Understandings of the world are shattered as new dynamics emerge, and girls are accused of naïvité for their failure to keep up, or cynicism for their ability to. Emotional outbursts are suppressed. Sexuality is circumscribed: be sexual but not too sexual, erotically tempting but not erotically aggressive, pair off with a nice man as quickly as possible. As Wilshire points out in Virgin Mother Crone, ‘It must be noted here that historically “virgin” does not mean “celibate” but rather refers to “an autonomous female who belongs to herself”’ (Wilshire, 1994, p. 21). Autonomy and the ability to belong to oneself are contested grounds for young women. In the ‘Maiden’ section of this book, Bec Kavanagh, Simone Howell, Moy McCrory, and Jane Barker explore the ways that young women's bodies and minds are policed, and their abilities to belong to themselves are challenged, punished, violated, lost and reclaimed. Reference Wilshire, 1994 Wilshire, D. (1994). Virgin mother crone: Myths and mysteries of the triple goddess. Rochester, NY: Inner Traditions. Book Chapters Prelims Chapter 1 Introduction: Grasping the Broomstick, Cutting the Umbilical Cord Section 1 Maiden Chapter 2 Portrait of the Monster as a Young Girl – An Interactive Dialogue Chapter 3 Spiteful Spirits: Projection and Blaming in Women's Lives and Mother-Daughter Narratives Chapter 4 Witch Hunt – The Media's Obsession With One Infamous Canadian Section 2 Mother Chapter 5 The Paradox of Female Villainy in Mary Robinson's Walsingham and Charlotte Smith's the Young Philosopher Chapter 6 Resubjectivation of the Female Voice in Eunsung Kim's My Mother's Story Chapter 7 Off With Their Wombs! Cultural Representations of Women's Rebellion Against Motherhood Chapter 8 Beyond Mandatory Motherhood: How Childfree Women Use Digital Spaces to Redefine Womanhood Section 3 Crone Chapter 9 All About Snow White's Mother Chapter 10 Forgiving European Witches: The Case for Pardons and Memorials Index
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.011 | 0.006 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.757 | 0.688 |
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".