Bibliographic record
Abstract
The History of Llanthony Priory, ed. and trans. Robert Bartlett. (Joshua Byron Smith) Metamorfosi del classico in età romanobarbarica, ed. Antonella Bruzzone, Alessandro Fo, and Luigi Piacente. (Helen Kaufmann) W. TRENT FOLEY, Bede and the Beginnings of English Racism. (Seeta Chaganti) Reginald of Durham: The Life and Miracles of Saint Godric, Hermit of Finchale, ed. and trans. Margaret Coombe. (Alicia Smith) Vergilius orator: Lire et commenter les discours de l’Énéide dans l’Antiquité tardive, ed. Daniel Vallat. (Scott McGill) ALISON V. HUDSON, Bishop Æthelwold, His Followers, and Saints’ Cults in Early Medieval England: Power, Belief, and Religious Reform. (Robert Upchurch) The Languages of Early Medieval Charters: Latin, Germanic Vernaculars, and the Written Word, ed. Robert Gallagher, Edward Roberts, and Francesca Tinti. (Shami Ghosh) ZSUZSANNA PAPP REED, Matthew Paris on the Mongol Invasion in Europe. (Heather Blurton) PAOLO GATTI, Per fabulas, ed. Caterina Mordeglia and Antonella Degl’Innocenti. (Tommaso Braccini) Catalogus translationum et commentariorum: Mediaeval and Renaissance Latin Translations and Commentaries. Annotated Lists and Guides, Vol. 13: Ancient Greek Sophists (by Eric M. McPhail) and Publius Papinius Statius (by Harald Anderson), ed. Greti Dinkova-Bruun, Julia Haig Gaisser, and James Hankins. (Anthony J. Fredette) Albertino Mussato: De lite inter Naturam et Fortunam, ed., trans., and comm. Bianca Facchini. (Johannes Bartuschat) Aelred of Rievaulx, Writings on Body and Soul, ed. and trans. Bruce L. Venarde. (Marsha L. Dutton) Epistolae Variorum 798–923, ed. Isolde Schröder. Monumenta Germaniae Historica, Epistolae, Tomus 9 (Epistolae Karolini Aevi 7). (Gernot R. Wieland) The Chronicles of Medieval Wales and the March: New Contexts, Studies, and Texts, ed. Ben Guy, Georgia Henley, Owain Wyn Jones, and Rebecca Thomas. (Brent Miles)
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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.403 | 0.343 |
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".