Epistemic Injustice Expanded: A Feminist, Animal Studies Approach
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
Between the years of 1978 and 2002, over sixty women went missing from Vancouver's Downtown Eastside (DTES).After years of unanswered questions and failed attempts to draw police and public attention to the missing women, in 2007, Robert Pickton was charged with the murder of nearly thirty 9 of these women (although he boasted to an undercover officer that he killed forty-nine). 101112 Despite the missing women's families' protest and repeated attempts to file missing person reports, the women's disappearances -and especially the idea that they were being killed -were met with widespread apathy and skepticism.This may strike many as an unremarkable fact.After all, police investigations can be difficult.Yet when one considers that these women were street-level sex workers, many of them drug users and about a third of them Aboriginal, their story begins to take a different tone.One politician asked: "Do you think if 65 women went missing from Kerrisdale [an affluent
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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