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Record W4415582809 · doi:10.18432/ari29883

Where Can Arts Integration Go?

2025· article· en· W4415582809 on OpenAlexaffvenue
Pauline Sameshima

Bibliographic record

VenueArt/Research International A Transdisciplinary Journal · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicArt Education and Development
Canadian institutionsLakehead University
Fundersnot available
KeywordsThe artsPraxisCitizen journalismParticipatory action researchEthnographySocial researchArts in education

Abstract

fetched live from OpenAlex

Abstract: This article draws attention to the evolution of arts integrated research from the academic margins to broader acceptance by documenting the use of arts integrated research within The HOPE Collaboratory, a global initiative pursuing an HIV cure through the block-lock-stop (BLS) strategy. It highlights the HOPE Community Arts Integrated Research (CAIR) program’s role in fostering community engagement, empathy, inclusion, and hope; enhancing scientific communication and public education; and promoting collaborative knowledge creation for reparative and residual research possibilities. Using the Parallaxic Praxis framework, the project demonstrates how art— through poetry, visual installations, social media, and participatory events—makes complex scientific concepts accessible, amplifies the voices of those affected by HIV, and bridges connections among researchers, communities, and the public. As an example, the article also documents the pedagogical and research significance of the Ecosystem chessboard artwork, a permanent exhibit at four international research sites.

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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.725
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0120.001

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 head0.094
GPT teacher head0.393
Teacher spread0.299 · 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 teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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
Published2025
Admission routes2
Has abstractyes

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