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Record W4385490984 · doi:10.7202/1102392ar

Weaving an Artistic Research Methodology

2023· article· en· W4385490984 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePerformance Matters · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicArtistic and Creative Research
Canadian institutionsnot available
Fundersnot available
KeywordsWeavingGenerative grammarRelation (database)Theme (computing)SociologyAestheticsProcess (computing)EpistemologyVisual artsComputer scienceArtEngineeringArtificial intelligencePhilosophyWorld Wide WebMechanical engineering

Abstract

fetched live from OpenAlex

Weaving occurs as a central theme in my work, as aesthetic motif as well as conceptual frame. In this article, I discuss the “weaving” that forms my approach to artistic research. As artistic research methodology, weaving enacts the generative and relation qualities of feminist epistemologies, through which I locate my own practice, both topically, as a study of emotion and technology, as well as methodologically and politically as invested in feminist approaches to cultural objects and to the knowledge processes that render them meaningful. Through a discussion of my own artistic practice, I demonstrate how weaving operates as an artistic research process that captures the intertwining of academic and creative practice. I argue that it is through the twinned strength and friction of weaving that artistic research creates epistemological possibilities. Weaving is a concept that holds the possibility of multiple threads and thus implies the strength and frictions of things—different contexts, people or concepts—brought together. Weaving is a generative process, a process that creates new totalities through relation while maintaining the discrete identities of the same threads that bind it together.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.536
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
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)0.0050.006

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 head0.564
GPT teacher head0.465
Teacher spread0.100 · 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