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Record W4383340859 · doi:10.5206/ijoh.2023.3.15606

The Open Arms Day Centre as a Pou Whirinaki and Key Space of Care within the Conduct of Māori Homeless Lifeworlds in Whangārei, Aotearoa, New Zealand

2023· article· en· W4383340859 on OpenAlexvenueno aff
Kim Finkler, Pita King, Darrin Hodgetts

Bibliographic record

VenueInternational Journal on Homelessness · 2023
Typearticle
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsnot available
Fundersnot available
KeywordsAotearoaIndigenousSociologyGender studies

Abstract

fetched live from OpenAlex

Homelessness has re-emerged as a significant issue in Aotearoa, New Zealand (Aotearoa/NZ) in recent decades, with Māori (Indigenous peoples of New Zealand) being impacted disproportionately due to ongoing processes of colonisation and impoverishment. Whether living on the streets of an urban centre, small city, or rural district, the lifeworlds of homeless people are frequently textured by social, material, and spatial exclusions, uncertainties, insecurities, and stigma. This article explores how the Open Arms Day Centre (OADC), a drop-in day centre for homeless people in Whangārei (a small city in Northland), functions as a dependable Pou Whirinaki (pillar of strength and support) in the everyday lives of Māori experiencing homelessness. Employing a Māori-centred, case-based approach, we explored the experiences of a small group of local service users, volunteers, and staff through interviews, photographic exercises, and regular casual conversations. This culturally informed mode of inquiry resulted in a deeper understanding of the OADC’s operation as what health geographers have also referred to as a space of care. Such spaces offer those frequenting them opportunities for respite, inclusion, belonging, and routine. They become Pou Whirinaki through enactments of Māori relational values and practices that foster a sense of ontological security, cultural continuity, and shared humanity

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)0.001
metaresearch head score (Gemma)0.002
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 score0.156
Threshold uncertainty score0.310

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0090.014
Scholarly communication0.0040.002
Open science0.0010.005
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 head0.050
GPT teacher head0.415
Teacher spread0.365 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

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