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
The Semitic ingredients in Modern and Medieval Castilian literature are still poorly known, despite the existence of some important studies, owing to a greater or lesser marked lack of interest from Romance scholars in Jewish and Muslim history and culture in the Iberian Peninsula, which stems from an existentialist bias that has never been overcome, even though the influence of both communities in certain spheres is greater than is generally supposed. In the case of La lozana andaluza , a pivotal work in Spanish literature, despite its undergoing some degree of depreciation for ideological reasons, the situation has reached the point of the author and his work being considered Crypto- Jewish, when, in actual fact, a detailed analysis of the language and matters such as cosmetics and cooking points, beyond any doubt, to Moriscos living in Rome with Jewish compatriots in an atmospere in which, understandably, Andalusian customs, whether
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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