Bibliographic record
Abstract
This study introduces and contextualizes the artistic patronage of Petrus de Angeriacus (d. 1313), the powerful yet controversial treasurer of the pilgrimage church of San Nicola in Bari, Italy. It begins by assessing the life and activities of the treasurer within the dramatic political, religious, and social setting of the Kingdom of Sicily during the reign of Charles II. It proceeds to evaluate Petrus’s commissions for San Nicola, four lost candlesticks described in inventories from 1326 and 1362. It then probes in detail a work intended to travel beyond San Nicola—a seal impression previously concealed within a protective sac—and reconstructs its genesis within European currents of art production. Both the seal and candlesticks are placed in conversation with Charles II’s political and artistic initiatives and contested endeavors to expand royal jurisdiction. Ultimately, the treasurer’s commissions materialize networks of authority that have not previously registered in our understanding of Bari or southern Italy around the year 1300.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.007 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.010 | 0.002 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".