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Record W2953063218 · doi:10.1093/bjsw/bcz072

Country Is Yarning to Me: Worldview, Health and Well-Being Amongst Australian First Nations People

2019· article· en· W2953063218 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

VenueThe British Journal of Social Work · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousSociologySilenceStorytellingGender studiesActive listeningAestheticsNarrative

Abstract

fetched live from OpenAlex

Abstract Health inequalities experienced by Australian First Nations People are amongst the most marked in the world, with First Nations People dying some ten years earlier than non-Indigenous Australians. The failure of existing responses to health inequalities suggests new knowledges and questions that need to be explored. It is likely that these new knowledges sit outside of western research or practice paradigms. Through the Indigenous practice of yarning, the importance of worldview and Country emerged as an under-acknowledged social determinant of Australian First Nations People well-being. Yarning is a process of storytelling that involves both sound and silence. It requires embodied deep listening through which stories emerge that create new knowledge and understanding. We anchor our learning by re-telling John’s creation story, a story of healing through discovering his Aboriginal Worldview through reconnecting to Country. Country for First Nations People is more than a physical place; it is a place of belonging and a way of believing. We argue for the recognition of trauma, recognition of diversity and the use of yarning in social work practice. We conclude that reconnecting to Aboriginal Worldview provides hopeful insights into the well-being of Australia’s First Nations People and the social determinants of health.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.903
Threshold uncertainty score0.977

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0240.000
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 head0.008
GPT teacher head0.283
Teacher spread0.275 · 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