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2024· article· W7160246549 on OpenAlexaff
Swasti Acharya

Bibliographic record

VenuePassagens Revista do Programa de Pós-Graduação em Comunicação da Universidade Federal do Ceará · 2024
Typearticle
Language
FieldSocial Sciences
TopicQualitative research in health
Canadian institutionsFractal Systems (Canada)
Fundersnot available
KeywordsField (mathematics)Order (exchange)Work (physics)SubjectificationTheme (computing)Perspective (graphical)Focus (optics)

Abstract

fetched live from OpenAlex

Este ensaio se propõe a explorar a natureza das relações na plataforma de rede social Instagram. A partir de um trabalho de campo com 50 usuários do aplicativo, observamos que os hábitos e modelos da comunicação mediada por computador são profundamente conectados às preferências, círculos sociais offline e situação social de cada usuário. Baseado na obra ‘A Distinção: Crítica Social do Julgamento’ (1984), de Pierre Bourdieu, argumentamos que a criação de um Finsta (uma conta secundária no Instagram) age como uma fronteira simbólica entre ideias autoproduzidas sobre o que é público e privado. Ou seja, a criação de contas Finsta marca uma mudança no desenvolvimento das relações sociais nessa plataforma, segregando os insiders dos outers (Merton, 1972). Usando uma abordagem etnográfica visual, o ensaio busca responder às seguintes perguntas: Por que os usuários criam duas contas no Instagram (o Insta e o Finsta)? Como os dois espaços virtuais diferem um do outro em termos de conteúdos, tom e público? O que isso nos diz sobre a natureza da auto-apresentação e suas implicações para o círculo social do usuário? E como as categorias conceituais de ‘classe’ e ‘status’ se encaixam no mundo virtual do Instagram?

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)0.011
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.856
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.002
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0010.007
Science and technology studies0.0050.003
Scholarly communication0.0480.002
Open science0.0050.002
Research integrity0.0010.005
Insufficient payload (model declined to judge)0.0040.002

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 head0.065
GPT teacher head0.390
Teacher spread0.325 · 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; both teacher heads agree on what is shown here.

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

Citations0
Published2024
Admission routes1
Has abstractyes

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Same venuePassagens Revista do Programa de Pós-Graduação em Comunicação da Universidade Federal do CearáSame topicQualitative research in healthFrench-language works237,207