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 2002 and 2011, 158 Canadian Forces soldiers died while serving in Afghanistan and were repatriated via Canadian Forces Base Trenton to the Office of the Chief Coroner of Ontario in Toronto for autopsy. The repatriation route took their bodies along Highway 401 in central Ontario, where thousands assembled on bridges above the highway to pay their respects. In this thesis, I detail the memorial landscape that developed around what came to be known as the Highway of Heroes, and I use this conception of the highway as a landscape to demonstrate the ways in which it participates in the ongoing remilitarization of Canada. Following the work of Judith Butler, I argue that the Highway of Heroes contributes to the production of a hierarchy of grievable subjects, and the act of memorializing soldiers is implicated in the erasure of other victims of state violence, including missing and murdered Indigenous women.
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 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.001 | 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