Bibliographic record
Abstract
The renaissance of classical rhetoric can be characterized in three words: recovery, addition, and change. First it was necessary to copy and circulate the texts (after 1460 by printing them). The order in which the texts were recovered and the traditions of teaching established around the earliest known texts constrained the ways in which rhetoric could be thought about. Then rhetorical doctrine had to be adapted to changed social circumstances both by the way in which selected classical texts were grouped into syllabi and interpreted, and through the composition, especially in northern Europe, of new rhetoric textbooks. For most medieval and renaissance teachers rhetoric was about writing rather than speaking and the three classical genres, with their built-in assumptions about audience and context, did not really suit the newly important occasions of letter-writing and preaching. Some of the ways in which renaissance authors developed classical rhetoric resemble the approaches and techniques of classical adapters, though sometimes extending the approach to the point where the product becomes rather different. Some of what looks mechanical in renaissance rhetoric will generate writing which is surprisingly playful and creative. The rhetorical legacy of the ancient world has proved particularly imposing. In antiquity Quintilian’s Institutes selected and organized the ideas of Greek and earlier Roman rhetoricians as a sort of classic canon. Even today the fourth edition of Edward Cobbett’s successful university textbook Classical Rhetoric for the Modern Student assumes that the precepts of classical rhetoric (suitably selected, packaged, and adapted) can still teach the principles of good writing. The post-antique success of classical rhetoric is owed partly to the weight of what survives, partly to the perceived importance of instruction in the use of language (paired with the conceptual difficulty of making a new start on it), and partly to the circumstances in which learning and education were reborn.
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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.025 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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".