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Media Epiphanies: Selvies and silences in São Paulo street protests

2017· book-chapter· en· W2620728355 on OpenAlexaboutno aff
Heloísa Pait, Juliana Laet

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldSocial Sciences
TopicSocial Media and Politics
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsMedia studiesStatus quoMeaning (existential)Materiality (auditing)SociologyRepresentation (politics)AestheticsPolitical scienceArtEpistemologyLaw

Abstract

fetched live from OpenAlex

Abstract Looking at a series of recent large street protests in the city of São Paulo, Brazil, the chapter examines the relationship between political action, urban space, and media use. We specifically look at what we are calling media epiphanies, moments in which the public becomes aware of its existence as a mediated public, that is, as a public that is forged through the use of a particular media. We rely on extensive participant observation and interviews for the description of the June 2013 protests and the subsequent massive rallies. We examine the materiality of the employed media and the experience of participants to understand the meaning of the phenomenon, for which we used a combination of Frankfurt and Toronto Schools approach. The strength of the fluid June 2013 protests in São Paulo questioned the political status quo and served as a trampoline for subsequent media demonstrations whose political impact relied as well on traditional cultural forms. The 2016 impeachment House vote, as a true media event, reconstructed, in positive and negative terms, the fractured political dialogue of representation. The concept of media epiphany can be used to assess the strength of demonstrations and the meaning of collective action in general. Identifying these phenomena, we can give focus to empirical research and better examine the complex intersections between forms of communications, physical environments, and the experience of the individual in contemporary cities.

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)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.032

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0090.014
Scholarly communication0.0060.004
Open science0.0010.007
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.052
GPT teacher head0.326
Teacher spread0.274 · 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 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

Citations1
Published2017
Admission routes1
Has abstractyes

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