Playing with Gender: Girls, Dolls, and Adult Ideals in the Roman World
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This study examines the socio-cultural significance of dolls as Roman girls' toys. It focuses on a sample of ivory, bone, and cloth dolls, many of which have ornate hairstyles, molded breasts and, in some cases, delineated genitalia. As the only explicitly gendered toys from the Roman world, these constitute unique bodies of evidence for exploring questions of socialization and identity formation, and assessing ancient ideals. Often treated as relatively straightforward objects that prepared girls for futures as wives and mothers, this study argues instead that they were more complex and conveyed mixed messages to their young owners. By isolating three specific features of the dolls (an emphasis on adornment, capacity for movement, and resemblance to imperial figures), situating these in their historical and ideological milieux, and linking them with expectations for girls known from literary sources, the dolls' multivalence as artifacts of gender and status is revealed.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it