Bibliographic record
Abstract
This Seumas O’Sullivan miscellanea consists of manuscript extracts from Thomas Crofton Croker’s 'Legends of the lakes or sayings and doings at Killarney', London 1829 illustrated with pen drawings - some colour, all unattributed - from 'Legends', with Barnett, A song ("Is the reign of Fancy over ...'). Bound in green leather in a volume that was formerly an interleaved copy of the Journal of the House of Commons; the printed pages have all been removed. The volume is lettered in gold on the front cover: 'Journal Office House of Commons". Present is a MS note (in Seumas O'Sullivan’s hand?) on the front endpaper. Seumas O'Sullivan was the pen-name of James Sullivan Starkey, an Irish poet and editor of The Dublin Magazine. O’Sullivan was born in Dublin in 1878 as James Sullivan Starkey. He married the artist Estella F. Solomons in 1926, and died in 1958.This item forms part of the Seumas O'Sullivan Collection, which contains papers, notebooks, booklets, scrpabooks and other miscellanea. The main reference number range for this collection is IE TCD MS 4532-4657; other related materials can be found at IE TCD MS 9814-9815 (correspondence) and IE TCD MS 11388/1-8 (personal memorabilia). For further information please see the Manuscripts & Archives Research Library’s catalogue record here: https://manuscripts.catalogue.tcd.ie/CalmView/Record.aspx?src=CalmView.Catalog&id=IE+TCD+MS+4571&pos=1
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 | 0.002 | 0.013 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.009 | 0.006 |
| Open science | 0.002 | 0.008 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.448 | 0.359 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".