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Record W2107451251 · doi:10.3138/ijcs.51.27

Challenging Reconciliation: Indeterminacy, Disagreement, and Canada's Indian Residential Schools' Truth and Reconciliation Commission

2015· article· en· W2107451251 on OpenAlexvenueaboutno aff
Joseph Weiss

Bibliographic record

VenueInternational Journal of Canadian Studies · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicCambodian History and Society
Canadian institutionsnot available
Fundersnot available
KeywordsIndeterminacy (philosophy)CommissionSociologyFraming (construction)State (computer science)LawEpistemologyPolitical scienceHistoryPhilosophyArchaeology

Abstract

fetched live from OpenAlex

This article investigates some of the kinds of social work that the twinned concepts of “truth” and “reconciliation” are currently performing in Canada. Though they are intimately associated with the Truth and Reconciliation Commission of Canada (TRCC) and Indian residential schools, it is submitted that it is important to investigate the multiple ways in which truth and reconciliation as concepts are deployed by TRCC supporters, analysts, and critics alike. I argue that there is in fact no clear consensus in what truth and reconciliation should mean for residential school survivors or for Aboriginal peoples more generally in the context of a contemporary Canada with uneasy ties to its own colonial history. Through a detailed examination of the Canadian TRCC, I demonstrate that the commission's framing of “truth” and “reconciliation” rests on a fundamental indeterminacy. It is suggested further that this indeterminacy can be seen as both problematic and productive, facilitating perspectives that undergird state legitimization and powerful critiques of that same state and its relation to Indigenous peoples. To demonstrate this ambivalent potential, the article offers a reading of selected articles from the Aboriginal Healing Foundation's report From Truth to Reconciliation: Transforming the Legacy of Residential Schools. These selections, I argue, draw on the language of “truth” and “reconciliation” made available by the very ambiguity of the TRCC's own objectives and mandate in order to advance arguments and objectives that not only offer alternative visions of what “truth and reconciliation” should mean for Canada but also do so in ways that challenge state legitimacy and authority and make powerful claims in support of Aboriginal sovereign rights in Canada.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.014
metaresearch head score (Gemma)0.027
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.146
Threshold uncertainty score0.990

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.027
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.004
Science and technology studies0.0620.085
Scholarly communication0.0250.006
Open science0.0040.012
Research integrity0.0060.011
Insufficient payload (model declined to judge)0.0030.000

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 head0.075
GPT teacher head0.327
Teacher spread0.252 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations6
Published2015
Admission routes2
Has abstractyes

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Same venueInternational Journal of Canadian StudiesSame topicCambodian History and SocietyFrench-language works237,207