MétaCan
Menu
Back to cohort
Record W3172011265 · doi:10.1111/josi.12455

Beyond trauma: Decolonizing understandings of loss and healing in the Indian Residential School system of Canada

2021· article· en· W3172011265 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.

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 Social Issues · 2021
Typearticle
Languageen
FieldPsychology
TopicChild Abuse and Trauma
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousOppressionColonialismGovernment (linguistics)Historical traumaGender studiesThematic analysisSubject (documents)SociologyCriminologyPsychologyPolitical scienceSocial scienceLawPsychotherapistQualitative researchPolitics

Abstract

fetched live from OpenAlex

Abstract Indigenous scholars and others who study the experiences of Indigenous communities have long criticized the psychocentric approach to trauma held by most clinical professionals. A recent example of this was the Canadian government's reparations for Indian Residential School system (IRS) survivors, which focused largely on individual psychological harms rather than broader effects of colonial oppression. Beginning in 1867 and continuing throughout the latter half of the twentieth century, Indigenous children were routinely removed from their home communities in Canada and placed into the IRS system, where they were frequently subject to physical, psychological, and sexual abuse. Using thematic analysis, this study draws on survivor testimonies from one residential school to explore how their descriptions of the effects and healing from IRS abuses differ from psychocentric understandings of trauma and loss. Results indicate that survivors describe IRS effects in sociocentric, ecocentric, and cosmocentric terms more so than psychocentric ones and place deep importance on healing through connection to family, culture, and community. To decolonize itself as a discipline and better serve Indigenous communities, the field of psychology must open up to understandings of trauma, loss, and healing that decentralize the individual, a difficult task given the discipline's psychocentric nature.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.302
Threshold uncertainty score0.955

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.020
GPT teacher head0.304
Teacher spread0.284 · 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