Bibliographic record
Abstract
Commissions include 'Bukowski: A life in Pictures', 'An Leabhor Mor - The Great Book of Gaelic' and 'The Scottish Islands', many of which have been commissioned by Canongate books. Canongate Books has emerged as one of the most dynamic publishing houses in Britain. Based in Edinburgh but with a distinctly international outlook, Canongate continues to nurture and publish new talent from around the world, whilst retaining the essence of the Scottish Canon. They were voted Publisher of the Year in 2003 and won the 2002 Man Booker Prize with The Life of Pi. They regularly employ a number of freelance designers such as Angus Hyland from Pentagram. ‘An Leabhar Mòr’ An international celebration of contemporary Celtic culture. Art Director: James Hutchinson Graphic Design: Barrie Tullett. The Great Book is a major contemporary artwork, a 21st century ‘Book of Kells’ that brings together the work of more than 200 visual artists, poets and calligraphers from Scotland and Ireland. It has generated an international touring exhibition of 100 artworks, a book publication, a website, a TV documentary, a series of BBC radio programmes, a music CD, a schools pack and an events programme. The final outcome, following the exhibition tour, is a visual anthology in one bound volume that will become a permanent visitor attraction. The website contains a large number of peer reviews and quotes. ‘My best book of 2002 is The Great Book of Gaelic, a wonderful collection which celebrates our rich cultural past and the artistic talent that exists in Scotland and Ireland today.’ - Scotland on Sunday – First Minister Jack McConnell MSP – 15 December 2002
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.009 | 0.006 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.485 | 0.230 |
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".