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Record W4225375660 · doi:10.1111/1467-9655.13755

Perpetration, impunity, and irreconciliation in Canada's Truth and Reconciliation Commission on Indian Residential Schools

2022· article· en· W4225375660 on OpenAlexaffabout
Ronald Niezen

Bibliographic record

VenueJournal of the Royal Anthropological Institute · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicVietnamese History and Culture Studies
Canadian institutionsMcGill University
Fundersnot available
KeywordsImpunityCommissionDignityHarmEconomic JusticePolitical scienceCriminologyLawSociologyHuman rights

Abstract

fetched live from OpenAlex

Abstract The influence of institutional mandates on knowledge can be seen particularly clearly in the preferences and absences of truth and reconciliation commission (TRC) proceedings. A recent trend in TRCs involves a shift away from the exercise of judicial powers and the quest for justice and towards more concern with affirming the experience of victims or ‘Survivors’. Canada's TRC on Indian Residential Schools illustrates the consequences of the shift towards victim‐centrism, which left gaps in knowledge – particularly about perpetrators – that was conveyed to the commission and produced conditions of impunity for those responsible for mass harm. This impunity coalesced into irreconciliation as the commission gave voice to people who had been forgotten, marginalized, and given little chance in life, while leaving out of the picture those who had actually stolen their lives and dignity.

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.631
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.023
GPT teacher head0.276
Teacher spread0.253 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2022
Admission routes2
Has abstractyes

Explore more

Same venueJournal of the Royal Anthropological InstituteSame topicVietnamese History and Culture StudiesFrench-language works237,207