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
Abstract Should we discuss practices around sex and sexuality in early modern Japan as a distinct, foreign phenomenon entirely unique to the period and culture, or can we somehow draw a genealogy and create a trans-historical narrative that ends with today's LGBTQ+ culture? These questions were central to the process of organizing the exhibition A Third Gender: Beautiful Youths in Japanese Prints at the Royal Ontario Museum (ROM) in Toronto in 2016. The exhibition focused on visual representations of male youths, called wakashu in Japanese, who were the object of sexual desire for both women and adult men in Edo-era Japan. Presented in the form of an exhibition, the project necessitated engaging the past with the present and the general public with scholarship. In this short reflection essay, the author and curator explains how the Third Gender project approached the question of Edo-era Japan's trans-historicity.
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