MétaCan
Menu
Back to cohort
Record W4392912369 · doi:10.21606/drslxd.2024.109

When Is the Pluriverse?

2023· article· en· W4392912369 on OpenAlexaff
Victor Udoewa, Alfredo Gutiérrez Borrero, Lesley-Ann Nöel, Adolfo Ruiz, Nii Borchway, Arvind Lodaya

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldComputer Science
TopicInnovative Human-Technology Interaction
Canadian institutionsMacEwan University
Fundersnot available
KeywordsConversationFacilitatorTemporalityCritical designSociologyDesign educationComputer scienceEpistemologyEngineering ethicsPsychologyEngineeringVisual artsSocial psychologySocial scienceCommunicationArt

Abstract

fetched live from OpenAlex

Currently design is in the midst of several potential upheavals including the postcolonial, decolonial, ontological, and pluriversal turns.This conversation among design educators explores these turns under the inclusive umbrella of pluriversal design by focusing specifically on the temporality of the pluriverse in design education.By engaging in communal sensing, living in a world of many worlds, we relationally engage and question whether pluriversal design is a struggle for emergence, a past history, a possible future, a current reality, some combination, or something else entirely for design education?The reason we find this question important is because it determines what we do today, as design educators across many worlds.If the pluriverse is truly a future experience that we do not have today, we want to know what we need to do today to aid its arrival in design education.We engaged in an asynchronously written conversation in which Victor Udoewa, served as a facilitator and complicator of a conversation between design educators

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.802
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.005

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 head0.031
GPT teacher head0.278
Teacher spread0.247 · 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.

Study designNot applicable
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 routes1
Has abstractyes

Explore more

Same topicInnovative Human-Technology InteractionFrench-language works237,207