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
Abstract How and why did Canada end up with a Truth and Reconciliation Commission (TRC) rather than a judicially based public inquiry in response to Indian Residential Schools? Using a constructivist-interpretivist approach with interview research with twenty-three key actors, this article traces the path toward the Indian Residential Schools Settlement Agreement. It examines in particular the shift from calls for public inquiry to truth and reconciliation. In sourcing the idea of a TRC, it gauges the balance between transnational influences and home-grown elements and suggests that two different approaches to a truth commission were merged during the settlement negotiations. One approach, associated with the Assembly of First Nations, focuses on accountability and public record, and the other, associated with survivor and Protestant organizations, is more grassroots and community-focused. This article looks at hybridity and gaps in the TRC’s design, suggesting that the two visions of a truth commission continue to exist in tension.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.000 | 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