Plinio e le arti nel XVIII secolo: fra riletture della Naturalis Historia e invenzioni iconografiche al femminile
Bibliographic record
Abstract
The 18th century is characterized, on the archaeological and artistic fronts, by a substantial European success of the Naturalis Historia, but also by the questioning of some of the statements contained in Pliny’s encyclopedia, especially with regard to the primacy of Classical Age painting, after the discovery of the cycles of Pompeii and Herculaneum. But the interest in the text is also conveyed by the diffusion of the different figurative interpretations of the myth of the Origin of Painting, connected to the creativity and ability of a young woman, the daughter of the potter Butades of Sicyon, contextual to the affirmation of the role of female artistic creativity. In this context, the position of one of the most famous artists of the last quarter of the 18th century stands out, Angelica Kauffmann, deeply linked to the city of Como since childhood.
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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 | 0.000 | 0.000 |
| 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 | 0.002 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.014 | 0.003 |
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".