No. 13 of the TYPEWRITTEN series: The Typographic Dante - Purgatory by Barrie Tullett, UK
Bibliographic record
Abstract
Barrie Tullett: “The Typographic Dante began as my Final Major Project when I was a 3rd year student at the Chelsea School of Art (in 1989). As one does, I’d decided to produce a series of typographic illustrations for Dante’s Divine Comedy. One Letterpress image for each Canto of the Inferno, then, as the project developed, Typewriter Art illustrations for Purgatory and Letraset for Paradise. The images for each book to be created with a different, commercially ‘obsolete’, technology ... “Included in this book is the typewritten section Purgatory with 33 typographics printed in monochrome, originally written on different typewriters with different coloured ribbons.Printed on my Gestetner 320 mimeograph. Hand-bound edition of 45 copies, 36 pages, 28x21cm landscape size, April 2022.The TYPEWRITTEN series is edited, printed, hand-bound, and published by psw.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.653 | 0.550 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".