“An Unused Esperanto”: Internationalism and Pictographic Design, 1930–70
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
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.
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it