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Record W4286685382 · doi:10.1177/20570473221111200

‘I wanna kill my rapist’: Margaret Cho’s #12DaysofRage campaign as promotional digital activism

2022· article· en· W4286685382 on OpenAlex

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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueCommunication and the Public · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicGender, Feminism, and Media
Canadian institutionsUniversity of Toronto
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsMedia studiesContext (archaeology)Thematic analysisSocial mediaPoliticsSociologyPolitical scienceGender studiesLawHistorySocial scienceQualitative research

Abstract

fetched live from OpenAlex

On November 1, 2015, comedian Margaret Cho announced a two-part campaign inspired by her history as a sexual-abuse survivor, to promote her new music video ‘I Wanna Kill My Rapist’. This included the creation of the hashtag #12DaysofRage. In this article, I explore how Cho used her status as a celebrity to circulate #12DaysofRage which acted as a discursive intervention in rape culture. I used content analysis and thematic analysis to identify themes in the archive of 2401 tweets I collected. I also performed a feminist discourse analysis on both the tweets and news coverage of the campaign to situate the hashtag within its historical, social, and political context. I argue that Cho performed what I call ‘promotional activism’, a subsection of celebrity activism where a celebrity promotes a cause as part of the promotion of a particular project or product. Cho’s choice to centre herself in the campaign made it impossible to separate Cho from the hashtag, preventing #12DaysofRage from greater viral potential, but still acting as a resonant, but ephemeral, gathering point for survivor-focused advocacy.

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: none
Teacher disagreement score0.904
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.030
GPT teacher head0.280
Teacher spread0.250 · 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