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Record W4295242395 · doi:10.3846/cs.2022.14489

THE ELEMENTS OF MAKING: A SOCIAL PRACTICE PERSPECTIVE FOR EVERYDAY CREATORS

2022· article· en· W4295242395 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueCreativity Studies · 2022
Typearticle
Languageen
FieldPsychology
TopicCreativity in Education and Neuroscience
Canadian institutionsToronto Metropolitan University
FundersEuropean Commission
KeywordsCreativityTyingPerspective (graphical)Social practiceEveryday lifeSociologyMaking-ofPsychologyEngineering ethicsSocial psychologyEpistemologyComputer scienceEngineeringManagement

Abstract

fetched live from OpenAlex

In contrast to behavioural approaches that attempt to explain creativity, social practice theories commonly emphasize aspects of the material world that shape and reproduce how people engage with them. How might social practice theory clarify how making affects millions of hobbyist creators – and what makes making matter to them? This article examines the theoretical work tying creativity to social practice. It then reports on a project in which small groups of everyday creators in the United Kingdom (n = 95) gathered in workshops to discuss their experiences and opinions regarding the materials, meanings, and competences of making. A model-making research method instigated peer discussion revealing both individual and shared accounts of practice. The data indicated that participants, regardless of practice, experienced creating as an ongoing performance providing many benefits that promote personal and societal transformation. With our graphic iteration of the elements of making, we assert that the meanings these makers attached to their various do-it-yourself practices were underscored by the materials they worked with and the competences they built in creating.

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)0.001
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.464
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
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 head0.159
GPT teacher head0.524
Teacher spread0.365 · 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