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Record W4385491081 · doi:10.7202/1102411ar

New Directions in Site Performance Practice: Intersecting Methodologies in an Era of Climate Coloniality

2023· article· en· W4385491081 on OpenAlexaffvenue
Melanie Kloetzel

Bibliographic record

VenuePerformance Matters · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicParticipatory Visual Research Methods
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsIndigenousAccountabilityReciprocity (cultural anthropology)Field (mathematics)SociologyEnvironmental ethicsPolitical scienceEngineering ethicsEngineeringSocial scienceEcologyLaw

Abstract

fetched live from OpenAlex

In this short piece, I start to tease out the challenges of examining a field of performance that, in theory, deeply understands place but has insufficiently faced the impacts of climate coloniality on place, in part due to the fact that the field has largely been defined and developed by white researchers in the Global North. Specifically, by looking at a recent project called VINES, initiated by me and Brandy Leary, I dig into the site performance field’s investment in workshop-oriented practice-based research to consider what it might mean to intersect posthumanist research methodologies with Indigenous methodologies that emphasize relationality, reciprocity, and accountability.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.194
metaresearch head score (Gemma)0.082
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.194
Threshold uncertainty score0.993

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1940.082
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0070.008
Science and technology studies0.0160.095
Scholarly communication0.0360.038
Open science0.0070.025
Research integrity0.0070.014
Insufficient payload (model declined to judge)0.0090.001

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 head0.528
GPT teacher head0.636
Teacher spread0.108 · 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 source (direct Gemma or distilled Codex), not a consensus.

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
Published2023
Admission routes2
Has abstractyes

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