The quality of mercy: confraternities and public power in medieval Bergamo
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 political transformation of Italian cities during the thirteenth and fourteenth centuries had a significant impact on the social fabric of those communities. This essay examines the effect of political change on the social order in urban Italy through a study of the response of lay confraternities in Bergamo to the demise of the commune and the rise of the Visconti signoria. We examine the administration, the civic commitments, and the charitable donations of the city's largest confraternity, the Misericordia Maggiore, from the late thirteenth century, when it was a close supporter of the commune, to the mid-fourteenth century, when the confraternity came increasingly to resemble the signorial regime. In its emulation of the social values of contemporary government, and its willingness to adapt to suit prevailing political structures, the Misericordia helped smooth the transition from commune to signoria for its membership and the community at large.
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 | 0.008 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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