El programa emblemático en azulejos de la sacristía del convento de Santo António de Varatojo (Torres Vedras, Portugal)
Bibliographic record
Abstract
The sacristy of the convent of Santo António de Varatojo (council of Torres Vedras, Portugal) displays \nan interesting iconic programme painted on tiles, attributed to the Lisbon workshop of the mestre Policarpo de Oliveira Bernardes, one of the most active masters during the second quarter of the eighteenth century. Painted around 1723-34, these \nceramic panels of cobalt blue on a white background convey a dozen compositions of allegorical character, being inspired for \nthe most part by two of the most influential books on religious emblems of the seventeenth century: Schola cordis, by Benedictus van Haeften, and Pia desideria by Herman Hugo. This paper presents an analysis of this tile covering, by establishing \nits precise origins, historical significance and context as well as the function of the monastery where it is found
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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 | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.017 | 0.001 |
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".