Bibliographic record
Abstract
Books reviewed in this article: D. M. Palliser (ed.), The Cambridge urban history of Britain, I: 600–1540 Christopher Dyer, Making a living in the middle ages: the people of Britain, 850–1520 P. Wardley (ed.), Bristol historical resource Harold Fox, The evolution of the fishing village: landscape and society along the south Devon coast, 1086–1550 L. R. Poos, Lower ecclesiastical jurisdiction in late–medieval England: the courts of the Dean and Chapter of Lincoln, 1336–1349 and the deanery of Wisbech, 1458–1484 R. H. Darwall–Smith (ed.), Account rolls of University College, Oxford. Volume I: 1381/2–1470/1; Volume II: 1471/2–1596/7 Tim Harris (ed.), The politics of the excluded, c. 1500–1850 Martin S. Daunton, Trusting Leviathan: the politics of taxation in Britain, 1799–1914 Robert Colls and Bill Lancaster (eds.), Newcastle upon Tyne: a modern history Michael Ball and David Sunderland, An economic history of London, 1800–1914 Geoffrey Channon, Railways in Britain and the United States, 1830–1940 P.W. Jackson (ed.), The letter–books of W. Gilbertson & Co. Ltd., Pontardawe, 1890–1929 Edgar Jones, The business of medicine: the extraordinary history of Glaxo Chrisafis H. Iordanoglou, Public enterprise revisited: a closer look at the 1954–79 UK labour productivity record Harold James, The Deutsche Bank and the Nazi economic war against the Jews Vassilis Kardasis, Diaspora merchants in the Black Sea: the Greeks in southern Russia, 1775–1861 W. Bruce Lincoln, Sunlight at midnight: St Petersburg and the rise of modern Russia John Barber and Mark Harrison (eds.), The Soviet defence–industry complex from Stalin to Khrushchev Catherine Panter–Brick and Malcolm T. Smith (eds.), Abandoned children Colin Heywood, A history of childhood: children and childhood in the West from medieval to modern times Helen Meller, European cities, 1890–1930s: history, culture and the built environment Martin Daunton and Matthew Hilton (eds.), The politics of consumption: material culture and citizenship in Europe and America Denis O’Hearn, The Atlantic economy: Britain, the US and Ireland Robert J. Steinfeld, Coercion, contract and free labour in the nineteenth century Roger Chickering and Stig Förster (eds.), Great War, total war: combat and mobilization on the Western Front, 1914–1918 Joel Beinin, Workers and peasants in the modern Middle East Gloria L. Main, Peoples of a spacious land: families and cultures in colonial New England Miriam Wright, A fishery for modern times: the state and the industrialization of the Newfoundland fishery, 1934–1968 Prasannan Parthasarathi, The transition to a colonial economy: weavers, merchants and kings in south India, 1720–1800 Ian Inkster, Japanese industrialisation: historical and cultural perspectives Ian Inkster, The Japanese industrial economy: late development and cultural causation
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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.006 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.670 | 0.695 |
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".