Bibliographic record
Abstract
A Queer Film Classic on John Greyson’s controversial 1993 film musical about the AIDS crisis which combines experimental, camp musical, and documentary aesthetics while refuting the legend of Patient Zero, the male flight attendant accused in Randy Shilts’ book And the Band Played On of bringing the AIDS crisis to North America. The film features the explorer Sir Richard Francis Burton, who is working as a taxidermist at the Museum of Natural History in Toronto; seeking exhibits for his Hall of Contagion, Burton encounters the ghost of Patient Zero, and together, they set out to try to discover the truth about the origin of AIDS and restore Zero to life.\nThis book provides a guided tour of the film, looking at its engagement with both biomedical and populist discourses around AIDS in its first decade and with the political work undertaken by the queer community to provide support for HIV+ people and treatment for those with AIDS. It also delves into how Greyson, one of the most important figures in New Queer Cinema, combined experimental film aesthetics with a camp take on Hollywood genre films (both musical and horror) and the Canadian documentary film tradition while at the same time responding to Shilts’ book and other discourses focused on placing blame for the AIDS crisis on an individual and a community.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.008 | 0.010 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.028 | 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".