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
In this elegantly produced volume, Mark Meyerson traces the life of a single Jewish community in Spain, Morvedre (he uses the Catalan name for the Valencian town generally known to medievalists as Murviedro and to modern Spaniards as Sagunto), from the anti-Jewish riots of 1391 through the Spanish Jewry's expulsion in 1492. Behind this exercise in local history, however, lies a broader intention: to revise the master narrative of Hispano-Jewish historiography according to which Jewish life in Spain after 1391 was a tale of almost unmitigated woe. By demonstrating that the century between 1391 and 1492 was not simply “a gloom-filled parenthesis” for Morvedre's Jews but instead “an era of remarkable resurgence” (3)—nay, “a Jewish Renaissance,” as the book's title provocatively proclaims—Meyerson challenges the regnant vision of Spain's Jewish communities as sliding almost inexorably toward expulsion after 1391. In making his case, he weds an awareness of the historical aerial view with a fluency in older and more recent historiographic trends and an extraordinary mastery of events on the ground. The result is a copiously documented, lucidly written exploration of a treasure trove of hitherto mostly unknown archival sources that dazzles with its wealth of detail and enlivens through regular recourse to vivid vignettes.
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 | 0.005 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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