Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Throughout the early modern period, political theorists in France and England drew on the works of Plutarch to offer advice to kings and princes. Elizabeth I herself translated Plutarch in her later years, while Jacques Amyot's famous translations of Plutarch's The Parallel Lives led to the wide distribution of his work and served as a key resource for Shakespeare in the writing of his Roman plays, through Sir Thomas North's English translations. Rebecca Kingston's new study explores how Plutarch was translated into French and English during the Renaissance and how his works were invoked in political argument from the early modern period into the 18th century, contributing to a tradition she calls 'public humanism'. This book then traces the shifting uses of Plutarch in the Enlightenment, leading to the decline of this tradition of 'public humanism'. Throughout, the importance of Plutarch's work is highlighted as a key cultural reference and for its insight into important aspects of public service.
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.
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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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