Recensione a “Elizabethan Publishing and the Makings of Literary Culture” (Toronto, University of Toronto Press, 2018)
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
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.
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 | 0.001 | 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 | 0.001 | 0.008 |
| Scholarly communication | 0.000 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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