<i>Patron Saints of Early Medieval Italy, AD c. 350–800: History and Hagiography in Ten Biographies</i>. Translated with an introduction and commentary by Nicholas Everett. Toronto: Pontifical Institute of Mediaeval Studies, 2016, x, 276 pp.
Bibliographic record
Abstract
Like a modern-day Gregory the Great, Nicholas Everett has assembled a collection of little-known saints’ lives from early medieval Italy: the Life of Gaudentius of Novara ; the Life of Barbatus of Benevento ; The Sermon of the Notary Coronatus on the Life of Zeno, Bishop and Confessor ; The Book Concerning the Apparition of St. Michael on Mount Gargano ; the Life of Senzius of Blera ; the Passion of Cetheus of Pescara ; the Passion of Vigilius of Trent, Bishop and Martyr ; the Passion of Apollinaris of Ravenna ; the Passion and Life of Eusebius of Vercelli ; and the Life of Sirus of Pavia .
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".