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Record W2285190113 · doi:10.3138/jcs.49.1.5

Residential Schools and Opinion-Making in the Era of Traumatized Subjects and Taxpayer-Citizens

2015· article· en· W2285190113 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Canadian Studies · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsNewspaperAccountabilityAgency (philosophy)MainstreamSociologyLawTaxpayerTortPolitical scienceCriminologySocial science

Abstract

fetched live from OpenAlex

This essay tracks the media-led production of a Canadian common sense about residential schools in the decade leading up to the 2005 Indian Residential Schools Settlement Agreement. Newspaper commentary on residential schools lawsuits accentuated the already constrained understanding of the agency, duration, and effects of the schools’ harm within private law. Civil litigation was a strategy for seeking the accountability of churches and government; however, arguments in the mainstream media repeatedly asserted that the wrong of residential schooling was limited to specific, individual crimes of sexual and physical assault. These arguments reinforced the parameters imposed by tort law. The newspaper commentaries cultivated a common sense about residential schools that drew on the discourse of trauma and a neo-liberal discourse delegitimizing claims on state resources. Trauma’s biographical scale and focus on the catastrophic event reinforced the emphasis on specific crimes. The neo-liberal taxpayer-citizen could empathize with the individual traumatized by violence, whilst dismissing broader claims about residential schooling. In newspaper commentary, then, residential schools became discursively dis-embedded from the broader framework of colonial policy. The claim of a collective experience of cultural loss was key in the struggle to resituate the schools within this framework; however, the recognition ultimately won may bear the imprint of a common sense that constrained what the recovery of culture could mean.

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 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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.467
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.062
GPT teacher head0.361
Teacher spread0.299 · 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