The end of exceptionalism or exceptionalism by other means? unraveling the contradictions of HIV/AIDS governance in Canada
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
How is HIV/AIDS both exceptional yet no longer worthy of a distinct state response? Reflecting on state efforts in Canada to normalize HIV/AIDS and fold it into a more integrated response to sexually transmitted infections and bloodborne illnesses, we examine how ‘end of HIV/AIDS exceptionalism’ narratives obscure the new ways in which state power is being deployed such that, at the level of bodies and community organizations, actors are still subjected to exceptional state surveillance and control. In spite of continued efforts to normalize HIV/AIDS and blunt the advocacy of AIDS organizations, we argue that state power has intensified in ways that suggest that HIV/AIDS is still exceptional after all.
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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 | 0.000 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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