The Late Fourteenth-Century Renaissance of Anglo-Latin Rhetoric
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Most of the medieval arts of poetry and prose were written before the middle of the thirteenth century, but their dissemination was not uniform in all parts of Europe. In England, the surviving copies of a work such as Geoffrey of Vinsauf's Poetria nova taper off notably toward the end of the thirteenth century, and the numbers do not begin to pick up again until the last quarter of the fourteenth century. This pattern is no accident of preservation but reflects a significant revival of interest in Latin rhetoric and literature, centered at Oxford in the late fourteenth century. The characteristic literary materials and rhetorical methods of this renaissance resonated beyond the university environment and are reflected with striking precision in the references to rhetoric scattered throughout the vernacular poetry of Geoffrey Chaucer.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| 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 it