Recensione a “Elizabethan Publishing and the Makings of Literary Culture” (Toronto, University of Toronto Press, 2018)
Bibliographic record
Abstract
Lo studio di Melnikoff affronta in modo lucido e chiaro tutti gli aspetti del mondo del libro elisabettiano, trattando minuziosamente ogni momento della filiera. Grazie anche ad un notevole apparato di note e all’elenco delle pubblicazioni cinquecentesche consultate, il libro è una risorsa preziosa per chi si occupa di storia culturale e intellettuale dell’Inghilterra della prima età moderna, così come per gli studiosi di storia del libro e dell’editoria. Merito dell’opera è aver inserito appieno gli editori nei meccanismi complessi e peculiari del mercato del libro, rendendo manifesto come anche le loro decisioni contribuirono a modellare la cultura letteraria elisabettiana in lingua inglese.
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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.011 | 0.016 |
| Scholarly communication | 0.014 | 0.006 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.016 | 0.003 |
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".