Reviews: The Ulster Crisis, 1885–1921, Dublin, 1745–1922: Hospitals, Spectacle and Vice, Britain and Ireland, 1050–1530: Economy and Society, Castle Caldwell, County Fermanagh: Life on a West Ulster Estate, 1750–1800, on the Edge of the Pale: The Rise and Decline of an Anglo-Irish Community in County Meath, 1170–1530, the Planters of Luggacurran, County Laois: A Protestant Community, 1879–1927, Balrothery Poor Law Union, County Dublin, 1839–1851, Achill Island Tattie-Hokers in Scotland and the Kirkintilloch Tragedy, 1937, World War I and Nationalist Politics in County Louth, 1914–1920, the Liberty and Ormond Boys: Factional Riot in Eighteenth-Century Dublin, Kiltubrid, County Leitrim: Snapshots of a Rural Parish in the 1890s, the Murder of Thomas Douglas Bateson, County Monaghan, 1851, Sir Robert Gore Booth and his Landed Estate in County Sligo, 1814–1876: Land, Famine, Emigration and Politics, the MacGeough Bonds of the Argory: An Ulster Gentry Family, 1880–1950, Smithfield and the Parish of St Paul, Dublin, 1698–1750, the Murder of Thomas Douglas Bateson, County Monaghan, 1851, Sir Robert Gore Booth and his Landed Estate in County Sligo, 1814–1876: Land, Famine, Emigration and Politics, the MacGeough Bonds of the Argory: An Ulster Gentry Family, 1880–1950, Smithfield and the Parish of St Paul, Dublin, 1698–1750, Canting with Cauley: A Glossary of Travellers' Cant/Gammon, Representing the Troubles: Text and Images, 1970–2000, Representing the Troubles: Text and Images, 1970–2000, Our own Devices: National Symbols and Political Conflict in Twentieth-Century Ireland, County Longford and the Irish Revolution, 1910–1923, Industry, Trade and People in Ireland, 1650–1950: Essays in Honour of W. H. Crawford, Our Good Health: A History of Dublin's Water and Drainage, a Noontide Blazing: Brigid Lyons Thornton, Rebel, Soldier, Doctor, a Memoir, ‘A Town Tormented by the Sea’: Galway, 1790–1914, the Slow Failure: Population Decline and Independent Ireland, 1920–1973, the Irish Lottery, 1780–1801, Medieval Celtic Literature and Society, German-Speaking Exiles in Ireland, 1933–1945, the Nabob: A Tale of Ninety-Eight, Studies in Children's Literature, 1500–2000, Treasure Islands: Studies in Children's Literature, Limerick Boycott, 1904: Anti-Semitism in Ireland, Irish Rural Interiors in Art, the Politics of the Irish Civil War, the Cenél Conaill and the Donegal Kingdoms, AD 500–800, Long Bullets: A History of Road Bowling in Ireland, the Pastoral Role of the Roman Catholic Church in pre-Famine Ireland, 1750–1850, Patrick McAlister, Bishop of down and Connor, 1886–1895, Faith, Fraternity and Fighting: The Orange Order and Irish Migrants in Northern England, C. 1850–1920, the Irish Policeman, 1822–1922: A Life, James Connolly: ‘A Full Life’, James Larkin: Lion of the Fold, Community in Early Modern Ireland, the Irish College at Santiago de Compostela, 1605–1769, a ‘Manly Study’? Irish Women Historians, 1868–1949, Map-Making, Landscapes and Memory: A Geography of Colonial and Early Modern Ireland, C. 1530–1750, the Progress of Music, Ulster Presbyterians in the Atlantic World: Religion, Politics, and Identity
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.006 | 0.017 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.045 | 0.017 |
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".