Bibliographic record
Abstract
SIFF SIDEBAR: EROTIC CINEMA OF LI HAN HSIANG AND CHU YUAN The legendary directors, Li Han Hsiang and Chu Yuan, made chamber period films in the 1970s for the Shaw Studios in Hong Kong, helmed by the famous Shanghainese brothers Run Run and Runme. Those of us who lived through this period would remember it as prolific time of Hong Kong-made erotica. Films such as the 1973 Illicit Desire (Li Han Hsiang), which featured nudity, were routinely advertised in cinema trailers but were never shown intact. Singapore International Film Festival assembled several landmark erotic works from this period and showed them in the city for the first time on film, and uncut. The Chinese Courtesan films, a gentler but more fatalistic vision of producer Runme Shaw, began with Chu Yuan's first pugilistic - erotic masterpiece, Intimate Confessions Of A Chinese Courtesan (1972). It is the story of an older...
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.
How this classification was reachedexpand
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".