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Record W4391321349 · doi:10.1177/14744740241227442

‘Y Compartimos. . .’: the collective creation of performed fiction in practice

2024· article· en· W4391321349 on OpenAlexfundno aff
Joanna Kocsis

Bibliographic record

VenueCultural Geographies · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicParticipatory Visual Research Methods
Canadian institutionsnot available
FundersUniversity of TorontoSocial Sciences and Humanities Research Council of CanadaInternational Development Research CentreSchool of Cities, University of Toronto
KeywordsStorytellingFutures contractAnimationStyle (visual arts)NarrativeVisual artsGeopoliticsSociologyMedia studiesAestheticsHistoryArtLiteraturePolitical sciencePolitics

Abstract

fetched live from OpenAlex

This essay combines text and images in the style of a graphic novel to animate the lively and dynamic processes of a qualitative research approach that I call the collective creation of performed fiction. This is a form of projective storytelling in which participants draw on their own experiences to create and perform composite stories. Using fiction helps them avoid revealing sensitive details of their personal lives. The examples shared here are drawn from a long-term engagement with a group of youth in Old Havana, Cuba, where historic geopolitical tensions and emergent economic crises are interrupting the imagined futures of the young. This brief contribution documents key differences between three creative mediums used in this work (street theatre, film and animation), and addresses their varied capacities to mitigate the risks of self-disclosure.

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)0.002
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.373
Threshold uncertainty score0.343

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.001
Scholarly communication0.0000.001
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 head0.384
GPT teacher head0.610
Teacher spread0.226 · 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.

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

Citations1
Published2024
Admission routes1
Has abstractyes

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