Bibliographic record
Abstract
On Sunday 11 March 2001 a huge crowd gathered to watch the first arrival into Dublin harbour of a new car ferry, reputedly the largest in the world. It was not the ferry's size that mattered to the crowd, however, but its name - the Ulysses . At the ferry's naming ceremony ten days later, the then Taoiseach of Ireland, Bertie Aherne, announced, 'Of course, it took a Dubliner - James Joyce - to see that Ulysses was not in fact Greek, but was in fact Irish!!' The ferry Ulysses met with a much warmer reception in Dublin than the novel. In 1920 Joyce wrote that a great movement against the publication of Ulysses was being prepared by puritans, English imperialists, Irish republicans, and Catholics: 'What an alliance! Good grief, I deserve the Nobel Peace Prize!' Four instalments of Ulysses , serially published in The Little Review , were seized by the United States Post Office between 1919 and 1920, and the Review 's editors, Margaret Anderson and Jane Heap, were fined and fingerprinted for their crime. In 1922, five hundred copies of the Egoist Press edition of Ulysses were seized by Post Office authorities in New York, and a further consignment of 499 copies was destroyed by British Customs at Folkestone. Banned in Britain, Australia, Canada, and the United States, Ulysses escaped official censorship in Ireland because it had been published abroad, but only under-the-counter copies were available until the early 1970s. In 1967 Joseph Strick's film version was banned outright by the Irish censors, and it was not until 2001 that the movie was released in Ireland, when it was granted a '15' certificate - a measure of the distance travelled in thirty years by what Brian Moore once called 'a nation of masturbators under priestly instruction'.
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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.396 | 0.202 |
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".