Media Practices and Painful Pasts: The Public Testimonial in Canada's Truth and Reconciliation Commission
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
From the 1870s through the 1990s, more than 150,000 First Nations, Inuit and Métis children were enrolled in government-funded, church-run Indian Residential Schools (IRS) in Canada. The schools reflected policies aimed at assimilating Aboriginal peoples into majority culture. Many Aboriginal children were forcibly removed from their homes and suffered physical, sexual and psychological abuses. As part of its Mandate, Canada's Truth and Reconciliation Commission (TRC) collects testimonials from residential school survivors in various mediated forms to create a historical record. This article explores the TRC's public statement-gathering process and the ways in which media practices shape and guide testimonials. It argues that the TRC encourages particular survivor narratives as it signals to speakers that they should anticipate the norms and uses of media and narrative guidelines. However, there is a layer of meta-narrative common in TRC statements, suggesting resistance to and subversion of the process. This article considers the nuances of First Nations testimonials against the backdrop of storytelling traditions.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.002 | 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