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Record W4200415063 · doi:10.1177/08969205211052326

Resisting a postcolonial construction of historical trauma and healing: Critical discourse analysis of public apologies in Canada

2021· article· en· W4200415063 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueCritical Sociology · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicMilitary, Security, and Education Studies
Canadian institutionsDalhousie UniversityUniversity of Toronto
Fundersnot available
KeywordsHistorical traumaColonialismSociologyIndigenousPower (physics)AcknowledgementComplicityPopulationSubject (documents)Resistance (ecology)CriminologyGender studiesPolitical scienceLawPsychology

Abstract

fetched live from OpenAlex

The contemporary discourse around historical trauma and healing is site for debate and resistance in public spheres. Guided by critical scholars in language and power as well as post-and settler colonialism, this study analyzes texts and contexts of two public apologies in Canada – Chinese head tax, and residential schools for Indigenous children – to examine how historical trauma and healing were understood, and by doing so how the subject and object were re/constructed to maintain or resist social (dis)orders – postcolonial racial orders – in the past and the present of Canada. Findings included: (1) a split and temporal distance between the wrong past and the benevolent present with governments constructing themselves as the good subject reifying a sincere fiction of a liberal, benevolent, and just white-nation; (2) no acknowledgement of the cause of historical trauma, namely colonial governing; (3) ongoing construction of the other racialized population as victims/burdens/lesser citizens to current Canada; and (4) the explicit demand to collective forgetting of the past/historical trauma as current healing and inclusion. We discuss social responsibilities when historical wounds continue to leave injuries and the risk of perpetuating systemic violence to people with whom we currently share the nation all of us call home.

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)0.001
metaresearch head score (Gemma)0.016
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.557
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.016
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.003
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 head0.078
GPT teacher head0.394
Teacher spread0.316 · 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