Review of Frederick A. De Armas, «Cervantes’ Architectures: The Dangers Outside», Toronto, Toronto University Press, 2022, 384 pp. ISBN: 978-1-4875-4241-2
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
For his latest book, De Armas turns to the buildings in Cervantes' prose fiction and takes us on an engaging journey from La Galatea (1585) to the Persiles (1617) in nine chapters.Readers often take for granted references to or descriptions of buildings, but De Armas shows us why it is important not to do so, and how, in the case of Cervantes, they can convey new and provocative insights into some of his most studied works.In line with the spatial turn in literary studies, De Armas focuses on how place or space -a distinction further explained through the Chinese architect Yi-Fu Tuan's definitions of place as security and space as freedom-give meaning to the text, even when seemingly no interest is taken in the spatiality of a certain episode.Probably the most revealing chapters of the book are the ones dedicated to the elliptical and ellipsis in Cervantes' posthumous novel (chapters 7 to 9).By pointing out the lack of windows in the North in the first two books or the double focus in the last two (when often unexpected architectures are used in order to say something about the ones that are left unmentioned), De Armas convincingly suggests new readings of not only key episodes but also the broader meaning of the novel itself.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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