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Record W3212451083 · doi:10.1080/02615479.2021.1998427

Indigenous trauma and resilience: pathways to ‘bridging the river’ in social work education

2021· article· en· W3212451083 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.

Bibliographic record

VenueSocial Work Education · 2021
Typearticle
Languageen
FieldPsychology
TopicResilience and Mental Health
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsIndigenousGlobePsychological resilienceSocial workSociologyPsychologySocial psychologyPolitical scienceEcology

Abstract

fetched live from OpenAlex

The traumatic effects of colonization on generations of Indigenous peoples and communities are referred to as intergenerational trauma. Alongside intergenerational effects of trauma experienced by Indigenous peoples and cultures across the globe is the capacity for individual and collective resilience, whereby an individual has good life outcomes despite having been subjected to situations with a high risk of emotional and/or physical distress. In North America and globally there have been calls to action for social work to find pathways toward reconciliation with Indigenous peoples. The purpose of this paper is to share the conceptual foundations of an innovative Master of Social Work program, currently in its sixth year. The program was designed to bridge Indigenous worldviews and social work by: creating links in the curriculum between neuroscience research in Western treatment modalities and Indigenous/traditional healing practices throughout the globe; fostering communication among all age groups; developing respect, kindness, and communication across all races; uncovering resiliency in understanding intergenerational trauma; understanding attachment difficulties created through colonization and rebuilding support systems; and creating learning objectives that address wellness. The objective is to prepare social workers to work with individuals, families and communities across the globe affected by intergenerational trauma.

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)0.000
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.884
Threshold uncertainty score0.926

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
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 head0.026
GPT teacher head0.379
Teacher spread0.354 · 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