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“An Unused Esperanto”: Internationalism and Pictographic Design, 1930–70

2011· article· en· W2312709982 on OpenAlexaff
Keith Bresnahan

Bibliographic record

VenueDesign and Culture · 2011
Typearticle
Languageen
FieldArts and Humanities
TopicVisual Culture and Art Theory
Canadian institutionsOntario College of Art and Design
Fundersnot available
KeywordsPoliticsInternationalism (politics)Graphic designVisual artsEngineeringHistorySociologyMedia studiesPolitical scienceArtLaw

Abstract

fetched live from OpenAlex

The decades surrounding the Second World War saw an intense wave of interest in pictographic communication, with social scientists and graphic designers promoting the potential of universal pictographic “language” to bring about international understanding and co-operation. This article explores the historical relationship between pictographic design and internationalist politics in this era through the work of Rudolf Modley, a pioneering designer of information graphics whose career spanned from the socialist experiments of 1920s Vienna to humanist advocacy projects in late-1960s America. Tracing the complex relationship between visual communication, commerce and politics in mid-twentieth-century design, this article further reflects on the decline of the pictographic project after the 1970s, when pictographs at once gained a broad global currency and lost their political thrust just as the dream of an international visual language was ironically realized in the triumph of a global traffic in mass-consumable images.

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)0.004
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.009
Threshold uncertainty score0.046

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.002
Science and technology studies0.0070.034
Scholarly communication0.0090.005
Open science0.0000.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.001

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 head0.074
GPT teacher head0.249
Teacher spread0.175 · 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

Citations5
Published2011
Admission routes1
Has abstractyes

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