<i>Penguin by Design: A Cover Story, 1935-2005</i>, by Phil Baines; <i>Jan Tschichold, Designer: The Penguin Years</i>, by Richard B. Doubleday
Bibliographic record
Abstract
Penguins are everywhere these days, showing up in film, television, and children's books.Penguin Books, too, are everywhere -having become, it appears, the new design icons of British mid-zoth-century publishing.The level of interest is made manifest by the publication of these two books devoted solely to the art direction of this legendary British firm.I What other publisher can claim such interest in its art direction and design history?'Penguins have always been highly collectable, and the object of interest for publishers and bookmen almost from their creation.2Affordable and distributed throughout the English-speaking world, and covering a wide range of subjects and topics, Penguin titles have become part of many a household bookshelf.There is hardly a reader of English who would not own at least one Penguin title or who would not be familiar with the format.The book covers have even been popular as posters and t-shirts.While the titles have always been collectable, the nostalgic interest in mid-century Modernism and the growing interest in the history and development of European book design following World War II, and in book history, have all made these recent publications possible.The two books reviewed here, one by Phil Baines and the other by Richard B. Doubleday, tell the history of P)enguin books, but they do so in very different ways, and from a very different focus.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.099 | 0.024 |
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".