Bibliographic record
Abstract
Reviews Dan Veach, Beowulf & Beyond: Classic Anglo-Saxon Poems, Stories, Sayings, Spells, and Riddles (Columbus GA: Lockwood Press, 2021). pp. viii + 224. $19.95. ISBN: 978-1-948-48861-7, reviewed by Abigail Greaves Reinhard Hennig, Emily Lethbridge, and Michael Schulte, eds, Ecocriticism and Old Norse Studies: Nature and the Environment in Old Norse Literature and Culture (Turnhout: Brepols, 2023). pp. 312. €90.00. ISBN: 978-2-503-60484-8, reviewed by Emma E. Horne Joseph Grossi, Angles on a Kingdom: East Anglian Identities from Bede to Ælfric (Toronto: University of Toronto Press, 2021). pp. xiv + 385. $85. ISBN: 978-1-487-50573-8, reviewed by Rory Naismith Mauro Mormino, Pietro Siculo, Omelie contro i pauliciani: testo e traduzione. Nuovi testi patristici 4 (Rome: Città Nuova, 2023). pp. 216. €30.00. ISBN: 978-8-831-12704-2, reviewed by Carl Dixon Tom Horne, Elizabeth Pierce, and Rachel Barrowman, eds, The Viking Age in Scotland: Studies in Scottish Scandinavian Archaeology (Edinburgh: Edinburgh University Press, 2023). pp. xx + 340. £90.00. ISBN: 978-1-474-48582-1, reviewed by Tom Fairfax Judith A. Green, The Normans: Power, Conquest and Culture in 11th-Century Europe (New Haven and London: Yale University Press, 2022). pp. 351. £25.00. ISBN: 978-0-300-18033-6, reviewed by David Bates Alex Mallett, ed., Franks and Crusades in Medieval Eastern Christian Historiography (Turnhout: Brepols, 2020). pp. 351. €84.00. ISBN: 978-2-503-56581-1, reviewed by Lucas McMahon Nicholas Morton, The Crusader States and their Neighbours: A Military History, 1099–1187 (Oxford: Oxford University Press, 2020). pp. 320. £60. ISBN: 978-0-198-82454-1, reviewed by Andrew D. Buck Helen J. Nicholson and Jochen Burgtorf, eds, The Templars, the Hospitallers and the Crusades: Essays in Homage to Alan J. Forey (Abingdon: Routledge, 2022). pp. xiii + 244. ISBN: 978-0-367-49687-6, reviewed by Rory Maclellan Carl F. Petry, The Mamluk Sultanate: A History (Cambridge: Cambridge University Press, 2022), pp. xix + 358. £69.99. ISBN: 978-1-108-47104-6, reviewed by Nicholas Morton Claire Weeda, Ethnicity in Medieval Europe, 950–1250: Medicine, Power and Religion (Woodbridge: York Medieval Press, 2021). pp. 356. £65.00. ISBN: 978-1-914-04901-9, reviewed by Levi Roach Ruth J. Salter, Saints, Cure-Seekers and Miraculous Healing in Twelfth-Century England (Woodbridge: York Medieval Press, 2021). pp. 248. £68.90. ISBN: 978-1-914-04900-2, reviewed by Simon Yarrow James Titterton, Deception in Medieval Warfare: Trickery and Cunning in the Central Middle Ages (Woodbridge: Boydell and Brewer, 2022). pp. 292. £75. ISBN: 978-1-783-27678-3, reviewed by Robert W. Jones Sarah Ifft Decker, The Fruit of Her Hands: Jewish and Christian Women’s work in Medieval Catalan Cities (Pennsylvania: Penn State University Press, 2022). pp. 233. £90.95. ISBN: 978-0-271-09330-7, reviewed by Anna Rich-Abad Nicholas Orme, Going to Church in Medieval England (New Haven and London: Yale University Press, 2021). pp. xii + 483. £20.00. ISBN: 978-0-300-25650-5, reviewed by Claire Kennan Krista A. Murchison, Manuals for Penitents in Medieval England: From Ancrene Wisse to the Parson’s Tale (Cambridge: D. S. Brewer). pp. xiii + 175. £65. ISBN: 978-1-843-84608-6, reviewed by Sarah Wood Arvind Thomas, Piers Plowman and the Reinvention of Church Law in the Late Middle Ages (Toronto: University of Toronto Press, 2019). pp. 288. $85. ISBN: 978-1-487-50246-1, reviewed by Mike Rodman Jones Thorlac Turville-Petre, ed. Pearl (Liverpool: Liverpool University Press, 2021). pp. 224. £85. ISBN: 978-1-800-85999-9, reviewed by David Aers Ian Forrest and Christopher Whittick, ed. and trans, The Visitation of Hereford Diocese in 1397, Canterbury & York Society, 111 (Woodbridge: Boydell, 2021). pp. liii + 271. £24.99. ISBN: 978-0-907-23984-0, reviewed by Joel T. Rosenthal Robert L. J. Shaw, The Celestine Monks of France, c. 1350–1450 (Amsterdam: Amsterdam University Press, 2018). pp. 294. €129. ISBN: 978-9-462-98678-7, reviewed by Daniel Hobbins Kara L. McShane and Mark J. B Wright, eds, The Destruction of Jerusalem, or Titus and Vespasian (Kalamazoo: Medieval Institute Publications, 2021). pp. 228. £26.50. ISBN: 978-1-580-44487-3, reviewed by Lauren Sisson
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 | 0.009 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.397 | 0.375 |
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".