Reviews: The Irish Franciscans, 1534–1990, Framing the West: Images of Rural Ireland, 1891–1920, the Irish Establishment, 1879–1914, the Great Parchment Book of Waterford: Liber Antiquissimus Civitatis Waterfordiae, the Laity, the Church and the Mystery Plays: A Drama of Belonging, the Irish in Post-War Britain, New Guests of the Irish Nation, the Making of the Irish Poor Law, 1815–1843, Republicanism in Ireland: Confronting Theories and Traditions, the Orange Order: A Contemporary Northern Irish History, Repeal and Revolution: 1848 in Ireland, the Civil Service and the Revolution in Ireland, 1912–1938: ‘Shaking the Blood-Stained Hand of Mr Collins’, Inspector Mallon: Buying Irish Patriotism for a Five-Pound Note, An Illustrated History of the Phoenix Park: Landscape and Management to 1880, Gypsum Mining and the Shirley Estate in South Monaghan, 1800–1936, the Rising: Ireland, Easter 1916, Left to the Wolves: Irish Victims of Stalinist Terror, Enforcing the English Reformation in Ireland: Clerical Resistance and Political Conflict in the Diocese of Dublin, 1530–1590, Staging Ireland: Representations in Shakespeare and Renaissance Drama, God's Executioner: Oliver Cromwell and the Conquest of Ireland, the Irish Labour Party, 1922–1973, the Big House in the North of Ireland: Land, Power and Social Elites, 1878–1960, Historical Association of Ireland, Life and Times New Series, Culture and Society in Early Modern Breifne/Cavan, Witchcraft and Whigs: The Life of Bishop Francis Hutchinson, 1660–1739, Cosmopolitan Ireland: Globalisation and Quality of Life, the Orange Order in Canada
Bibliographic record
Abstract
No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
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) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.006 | 0.014 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.075 | 0.034 |
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".