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Record W4414353215 · doi:10.1080/14791420.2025.2552683

Queering digitally-mediated social reproduction: using Chinese gay couples’ vlogging as an example

2025· article· en· W4414353215 on OpenAlexaff
Ian Liujia Tian

Bibliographic record

VenueCommunication and Critical/Cultural Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGender, Feminism, and Media
Canadian institutionsMount Saint Vincent University
Fundersnot available
KeywordsNarrativeField (mathematics)Agency (philosophy)Perspective (graphical)Social life

Abstract

fetched live from OpenAlex

This paper approaches queer digital culture through social reproduction. It argues that queer people’s communicative acts on digital platforms are socially reproductive, yet the “hidden abode” subsumed by contemporary capitalist expansions. However, this subsumption creates remaindering opportunities for alternative relationality. Using four Chinese gay couples’ vlogging on Bilibili, I analyze vlogs and danmu textsto show, first performances of social reproduction are raw materials for communicative production. Second, communicative acts that reproduce the social are captured and reorganized by the platforms’ interaction protocols. I highlight how danmu can be understood as a communicative means of reproducing a virtual reparativity.

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 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)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.233
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
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 science0.0000.000
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 head0.174
GPT teacher head0.453
Teacher spread0.278 · 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 teacher head, not a consensus.

Study designQualitative
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

Citations0
Published2025
Admission routes1
Has abstractyes

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