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Record W4293370685 · doi:10.1080/2373566x.2022.2080095

Framing Futurities in Photovoice, Health, and Environment: How Power Is Reproduced and Challenged in Arts-Based Methods

2022· article· en· W4293370685 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

VenueGeoHumanities · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicParticipatory Visual Research Methods
Canadian institutionsOkanagan University CollegeUniversity of British Columbia, Okanagan CampusUniversity of British ColumbiaUniversity of Northern British ColumbiaSimon Fraser University
Fundersnot available
KeywordsPhotovoiceThe artsSociologyFraming (construction)Privilege (computing)ScholarshipQueerPower (physics)Public relationsAestheticsGender studiesPolitical scienceVisual artsLaw

Abstract

fetched live from OpenAlex

Anchored in critical analysis of a photovoice project, this article interrogates intersections between (1) health as it is tethered to ideas about the “future” and (2) worries about “the environment.” The ways the concepts of future, health and environment are dealt with by project participants suggest that arts-based research methods may be at risk of being seen as non-political spaces safe for people with privilege to envision some peoples as having more rights than others to a healthy future. The article begins by exploring how arts-based approaches, and photovoice in particular, can result in positive generative conversations between differently positioned research collaborators. Then, guided by critical anti-racist, queer, and Indigenous scholarship on futurities and ecologies, we move on to suggest that arts-based methods might rightly be critiqued for appearing as naïve methods, susceptible to reinscribing dominant paradigms of power and privilege. This tension has implications for geohumanities, explored in the concluding sections of the article. Ultimately, we argue that working with arts-based methods across sectors must acknowledge and account for gradations of power. Gradations of power are, after all, always informing who is afforded and allowed a healthy future when what is broadly referred to as “the environment” is at stake.

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)0.010
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.368
Threshold uncertainty score0.782

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.573
GPT teacher head0.587
Teacher spread0.014 · 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