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Record W4406169529 · doi:10.1093/jvcult/vcae024

Under the Moon’s Healing Influence: George MacDonald’s Literary Re-envisioning of Women’s Health

2025· article· en· W4406169529 on OpenAlexafffund
Ariel Little

Bibliographic record

VenueJournal of Victorian Culture · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal Public Health Policies and Epidemiology
Canadian institutionsUniversity of British Columbia
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsGeorge (robot)ArtLiteratureHistoryArt history

Abstract

fetched live from OpenAlex

Abstract This article demonstrates how the work of fantasist George MacDonald interacted with Victorian debates regarding women’s health. Participating in the trend to interpret MacDonald’s fiction as invested in contemporary societal issues, I bring to the forefront MacDonald’s interest in women’s rights and alternative medicine. Emphasizing MacDonald’s belief in the persuasive power of appealing indirectly to the imagination, I argue that MacDonald aimed to participate in women’s health reform through his short fiction. Focusing on works published between 1850 and 1880, I discuss MacDonald’s fairy tales in conjunction with his realist fiction in order to discern a pattern of literary tropes, such as the cursed princess, deployed to subvert dominant medical views of women’s bodies. I consider how MacDonald represents elements of Victorian medicine, such as the clinical objectification of patients, the medicalization of disability, and the early social eugenics movement. In his countercultural representation of impaired female characters as empowered heroines, I argue that MacDonald challenges the medical stigmatization of women’s bodies. This article also considers how MacDonald challenges the interventionism of Victorian allopathy by celebrating the practices of established alternative approaches, such as homeopathy and hydropathy. As an early proponent of bibliotherapy, MacDonald demonstrates his belief in the healing potential of narrative both within the context of his narratives and in his use of narrative to improve women’s health practices.

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)0.003
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.020
Threshold uncertainty score0.054

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0100.027
Scholarly communication0.0060.004
Open science0.0010.004
Research integrity0.0020.006
Insufficient payload (model declined to judge)0.0020.000

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 head0.013
GPT teacher head0.307
Teacher spread0.294 · 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 designNot applicable
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

Citations1
Published2025
Admission routes2
Has abstractyes

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