Bibliographic record
Abstract
Members of the Servite Order built the first church of SS. Annunziata in the third quarter of the 13th century, designing it in a simple basilican form. Within a hundred years the church had become a cult center due to miracles attached to a painting of the Annunciation on the contra façade. Piero de’ Medici commissioned an elaborate tabernacle to encase it at the end of the 1440s, inscribing on its entablature the statement that the marble alone cost him 4000 florins (the modern equivalent of roughly $10,000,000). Leonbattista Alberti redesigned the interior in 1469 and the project was completed in 1481. Leonardo da Vinci used one of the church’s chambers as a private studio in 1500-01 and organized a private exhibition of a now-lost drawing that drew a line of spectators that wrapped around the building. A collection of frescoes produced by the leading artists of Florence – including Pontormo, Rosso di Fiorentino, and Andrea di Sarto – adorned the walls of the narthex leading into the basilica by 1520.
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.
How this classification was reachedexpand
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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.004 | 0.004 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.002 | 0.006 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.007 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.043 | 0.898 |
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; both teacher heads agree on what is shown here.
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".