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Record W4417128413 · doi:10.3828/sfftv.2025.26

<i>The Little Mermaid</i> and little Black girls

2025· article· en· W4417128413 on OpenAlex
Asha S. Winfield, Sherella Cupid, Meghan S. Sanders, Teairra Z. Evans, D. Butler, Rockia Harris, Tania Smith

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.

Bibliographic record

VenueScience Fiction Film & Television · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicMedia, Gender, and Advertising
Canadian institutionsL'Alliance Boviteq
Fundersnot available
KeywordsBlack womenRepresentation (politics)Identity (music)Black femaleConsumption (sociology)Black malePerforming artsQualitative research

Abstract

fetched live from OpenAlex

Although underrepresentation in popular media remains an urgent area of inquiry, in recent years mass-media productions have created more representative images for youth of color. The Little Mermaid ’s 2023 remake marks the second Black actress (Halle Bailey) to assume the role of a princess in a live-action production in a Disney film, and the first Black performer of a princess role in a live-action theatrical release. Since media consumption and images greatly influence youth and their identity development, The Little Mermaid live-action film is an historic event for multiple generations of Black women and girls. This multi-study project uses qualitative mixed-method research to examine how this film’s representation impacts Black girls and their mothers in the US Deep South. Using sista circle methodology (SCM) with Black girls from the third to seventh grades and their mothers/aunts following a group screening, and qualitative survey data, we explore how a Black Disney princess in a fantastic underwater world engages and disrupts Ebony Elizabeth Thomas’s Dark Fantastic Cycle. Specifically, this article seeks to examine two main research questions: 1) how is Ariel reimagined as a Black princess? and (2) how are Black daughters and mothers engaging with this film with regards to their own complex identities?

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.833
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0040.002
Scholarly communication0.0000.001
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 head0.014
GPT teacher head0.322
Teacher spread0.308 · 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