Integrazioni all'attività veronese di Pietro di Niccolò Lamberti e Michele da Firenze
Bibliographic record
Abstract
This study aims to deepen and integrate the activities of the Florentine sculptors Pietro di Niccolo Lamberti and Michele da Firenze. It has been possible to stablish that the Madonna and Child, now in the Royal Ontario Museum in Toronto (no. 938.16.2), came from the church of Sant’Eufemia in Verona, and formulate a proposal on its original location from a photograph published in the monograph of the building of Augustinian worship, published in 1991. A further step for the knowledge of early fifteenth century sculpture of Verona has taken by reviewing the transitions from one collector to another of a pottery with a Nativity, preserved in the Arthur M. Sackler Collections in Washington and attributed to the workshop of Michele da Firenze. The survey was originally located in the sacristy of the church of San Zeno in Monte, as evidenced by three drawings by Gaetano Cristofali through which it was possible to ideally complement the bottom, now missing, depicting the Adoration of the Magi. Finally, following a successful visit to the oratory in the parish church of St. Peter the Apostle in Zevio (Verona), it was possible to add a new number in the catalog of altarpieces for private devotion made by Michele da Firenze.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.013 | 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".