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Record W2916439699 · doi:10.15353/cjds.v8i1.473

Multimedia Storytelling Methodology: Notes on Access and Inclusion in Neoliberal Times

2019· article· en· W2916439699 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.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueCanadian Journal of Disability Studies · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicParticipatory Visual Research Methods
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsTemporalityInclusion (mineral)StorytellingSociologyNormativeNegotiationDigital storytellingEmbodied cognitionSpace (punctuation)Vulnerability (computing)Inclusion–exclusion principleNeoliberalism (international relations)Selection (genetic algorithm)Visual artsComputer scienceEpistemologyNarrativeGender studiesPedagogySocial scienceArtPolitical scienceLaw

Abstract

fetched live from OpenAlex

In this article, the authors examine the impact of using their evolving multimedia storytelling method (digital art and video) to challenge dominant representations of non-normative bodies and foster more inclusive spaces. Drawing on their collaborative work with disability and non-normatively embodied artists and communities, they investigate the challenges of negotiating what ‘access’ and ‘inclusion’ mean beyond the individualizing discourses of neoliberalism without erasing the specificities of differentially-lived experiences. Reflecting on their experiences in a variety of workshops and on a selection of videos made in those workshops, they identify and analyze three iterative ‘movements’ that mark their storytelling processes: from failure to vulnerability, from time to temporality, and from individual voice to collective concerns. The authors end by considering some of the ways they have experimented with developing an iterative workshop method that welcomes difference while simultaneously allowing for an examination of the terms of the shared space and of the mechanisms of inclusion and exclusion operating within that space.

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)0.011
metaresearch head score (Gemma)0.022
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.263
Threshold uncertainty score0.986

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.022
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
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 head0.686
GPT teacher head0.637
Teacher spread0.049 · 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