MétaCan
Menu
Back to cohort
Record W2559893533 · doi:10.5151/despro-ped2016-0055

DESIGN GRÁFICO DE IMPRESSOS EFÊMEROS – UM OLHAR SOBRE A PRODUÇÃO DE PANFLETOS ANTIGUERRA DO VIETNÃ EM SEATTLE

2016· article· pt· W2559893533 on OpenAlexaff
Vivian Suarez Martins, Agda Carvalho

Bibliographic record

Venuenot available
Typearticle
Languagept
FieldComputer Science
TopicDigital Media and Visual Art
Canadian institutionsImpact
Fundersnot available
KeywordsHumanitiesArtPhysicsPhilosophy

Abstract

fetched live from OpenAlex

Resumo: Este artigo analisa a produção de impressos efêmeros no período da Guerra do Vietnã, bem como o seu consequente desdobramento em manifestações populares.Os métodos escolhidos para a elaboração do artigo foram a pesquisa bibliográfica e o estudo do caso dos panfletos de Seattle e a Guerra do Vietnã (Vietnam Printed Ephemera).O trabalho propõe a reflexão sobre a relevância de peças gráficas impressas e a sua representatividade na propagação de mensagens, bem como traz um levantamento histórico e definições acerca do objeto de estudo selecionado.Desse modo, é feita a análise sobre a importância de impressos e como sua autonomia pode impactar na tomada de decisões governamentais e na sociedade, por meio de ações de mobilização social.A análise proposta traz exemplos de eventos de impacto e resultados alcançados.

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.014
Threshold uncertainty score0.046

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.003
Science and technology studies0.0020.002
Scholarly communication0.0040.002
Open science0.0010.002
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0140.001

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 head0.044
GPT teacher head0.290
Teacher spread0.246 · 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 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
Published2016
Admission routes1
Has abstractyes

Explore more

Same topicDigital Media and Visual ArtFrench-language works237,207