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Record W3153004324 · doi:10.1177/01605976211001575

Indigenous and Deaf People and the Implications of Ongoing Practices of Colonization: A Comparison of Australia and Canada

2021· article· en· W3153004324 on OpenAlexaffabout
Tracey A. Bone, Erin Wilkinson, Danielle Ferndale, Rodney Adams

Bibliographic record

VenueHumanity & Society · 2021
Typearticle
Languageen
FieldPsychology
TopicHearing Impairment and Communication
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsIndigenousParallelsColonizationColonialismOppressionMental healthSociologyGender studiesCriminologyPolitical scienceMedicineGeographyEcologyPsychiatryLawPolitics

Abstract

fetched live from OpenAlex

In the growing field of colonial and anti-colonial research, many parallels have been drawn between Westernized countries including Australia and Canada. In both of these countries, there is considerable academic, community and governmental recognition of historic, and continuing, colonizing of Indigenous peoples and the subsequent impacts on Indigenous cultures. Terms such as transgenerational trauma and intergenerational trauma give language to the ongoing impact of colonization on communities, which in turn serves to legitimize the need for mental wellbeing supports and associated funding. However, there are other minority communities that are similarly oppressed and colonized but do not experience the same legitimization. One such community is the Deaf community. Deaf people continue to experience systemic oppression and colonization within our hearing centric society. Building on the work of Batterbury, Ladd and Gulliver (2007), we extend discussions on the parallels between Indigenous and Deaf communities of Australia and Canada, drawing on the established and commonly discussed link between the impact of racism and colonization on (mental) health. We connect these discussions to modern instances of colonization including the aspect of deaf education to illustrate a “living” mechanism through which colonization continues to impact mental wellbeing in the broader Deaf community.

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)0.002
metaresearch head score (Gemma)0.006
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.063
Threshold uncertainty score0.459

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.006
Science and technology studies0.0220.009
Scholarly communication0.0060.002
Open science0.0020.009
Research integrity0.0010.002
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 head0.093
GPT teacher head0.390
Teacher spread0.296 · 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

Citations3
Published2021
Admission routes2
Has abstractyes

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