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Record W3111066348 · doi:10.1177/2056305120978366

Soft Femme Theory: Femme Internet Aesthetics and the Politics of “Softness”

2020· article· en· W3111066348 on OpenAlexaff
Andi Schwartz

Bibliographic record

VenueSocial Media + Society · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicGender, Feminism, and Media
Canadian institutionsYork University
Fundersnot available
KeywordsNew WomanIronyPostmodernismIdentity (music)ArtSociologyPoliticsAestheticsPsychoanalysisGender studiesLiteraturePsychologyLaw

Abstract

fetched live from OpenAlex

Twenty years ago, the figure of the femme appeared on a book cover wielding a knife; more recently, the femme has appeared on Instagram crying in a Polly Pocket skirt. Online, femme is increasingly called “tender,” “radically vulnerable,” and “soft.” In this article, I examine soft femme digital culture on Instagram, and argue that the discourse of “softness” is used to articulate belonging and to resist neoliberal, masculinist logics. Through an analysis of Instagram images and interviews with femmes, I develop an understanding of softness as a combination of emotionality, vulnerability, relationality, and hyperfemininity. I argue that soft femme is an aesthetic form and a theoretical position that expands the category of femme to be more inclusive of diverse subjects. Soft femme theory fills the gaps in femme theory left by critiques of existing femme identity theory that centers performance, irony, and the figure of the hard femme. Through the discourse of softness, femme becomes something one can be like, rather than something one just looks like.

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)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.010
Threshold uncertainty score0.034

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0060.031
Scholarly communication0.0070.008
Open science0.0010.004
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0100.001

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 head0.048
GPT teacher head0.292
Teacher spread0.243 · 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 designTheoretical or conceptual
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

Citations19
Published2020
Admission routes1
Has abstractyes

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