Women in Italian Renaissance Art: Representation, Societal Ideals, and Identity
Bibliographic record
Abstract
A major theme regarding the life of a Renaissance woman was that of subjugation—a woman was denied all political rights and considered the legal ‘object’ of their father or their husband. However, with the Renaissance being characterized as a period of rebirth, cultural development, and intellectual growth, the area of much debate within Italian urban societies was that of women’s roles. Hence, this paper looks to discuss the representations of women in Renaissance art such as portraits and depictions of nudity: in other words, how do the ways that women were portrayed in Renaissance art help to identify features of Renaissance society? Until 1970, scholars had not assessed the representations of women, or conducted little research on women in Italian Renaissance paintings. This paper also looks to analyze the role of gender within Renaissance art, and the ways that masculinity and femininity interact; as well as the inclusion and exclusion of women from artistic genius. Similarly, this paper also hopes to answer questions on how women utilized arts as a means of participating in the Renaissance.
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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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.010 | 0.015 |
| Scholarly communication | 0.010 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
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".