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Record W7127285019 · doi:10.1080/00049182.2025.2592318

Songspirals as care infrastructure: binding human and more-than-human worlds in and as sky Country

2025· article· en· W7127285019 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

VenueAustralian Geographer · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPosthumanist Ethics and Activism
Canadian institutionsKootenay Association for Science & Technology
FundersAustralian Research Council
KeywordsSkyHuman geographyInequality

Abstract

fetched live from OpenAlex

With and as Bawaka Country (North East Arnhem Land), we share how sky Country and Yolŋu people are connected by, and co-become through, a multidimensional, multidirectional infrastructure of care. We discuss what care means, from a Yolŋu ontology, looking to the way a Yolŋu care infrastructure emerges through and as wetj (sharing), märr (love) and raki (a string that binds everything through relationships and responsibilities). One of the many ways that a Yolŋu infrastructure of care manifests is when it is sung and enlivened through songspirals. Songspirals sing the land and its many relations into being. In this paper, we are guided by the Guwak songspiral that holds and maintains important relationships between people, Milŋiyawuy, the river of stars, and sky Country. Bawaka Country, Rrawun Maymuru who is Wäŋa Wataŋu, custodian, of the Guwak songspiral and Guwak itself lead the paper. Guwak shows how wetj, märr and raki co-become as a complex Yolŋu infrastructure of care, connecting human and more-than human beings all the way to the heavens. As we follow Guwak, we elaborate on what it means to care as Country, and consider the complex ways that care infrastructures might guide more-than-human kinship and responsibility.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.099
Threshold uncertainty score0.984

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
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 head0.015
GPT teacher head0.351
Teacher spread0.336 · 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