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Record W4407138142 · doi:10.1080/09518398.2025.2452652

Métissage in <i>Art/Re-search (T)here:</i> Entanglements of be-longing and re-storying

2025· article· en· W4407138142 on OpenAlexaff
Geneviève Cloutier, Gladys Rowe, Nadine Flagel, Lucía Lorenzi, Irene Jansen, Wendy Crocker

Bibliographic record

VenueInternational Journal of Qualitative Studies in Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPosthumanist Ethics and Activism
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsSociologyAestheticsVisual artsArt

Abstract

fetched live from OpenAlex

Art/Re-search (T)here is a project that includes seven re-searchers/co-conspirators from different academic fields who identify a need for, and absence of, arts-based research in their respective fields, including English Literature, Cultural Studies, Labour Studies, Education, Game Design, and Interdisciplinary Studies (Film Studies, Indigenous Studies & Social Work). The art/re-search that co-conspirators create tell stories differently; re-storying how and where research is done, and with whom, as it engages with (post)qualitative practices and posthumanism as a decolonizing research methodology. This article works through the (in)tensions of re-storying and art, the limitations of language and embodied (be)longings occurring through the virtual material-discursive. (T)here, the primary investigator of the project of Art/Re-search (T)here be-longs with co-conspirators and this is shared through métissage, a research methodology that unfolds via an affective decolonizing responsibility.

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)0.004
metaresearch head score (Gemma)0.002
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 score0.084
Threshold uncertainty score0.245

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.262
GPT teacher head0.590
Teacher spread0.329 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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