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Record W2969657245 · doi:10.1177/0190272519851791

Beyond Two Minds: Cognitive, Embodied, and Evaluative Processes in Creativity

2019· article· en· W2969657245 on OpenAlex
Vanina Leschziner, Gordon Brett

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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueSocial Psychology Quarterly · 2019
Typearticle
Languageen
FieldPsychology
TopicCreativity in Education and Neuroscience
Canadian institutionsUniversity of Toronto
FundersUniversity of Toronto
KeywordsEmbodied cognitionCreativityCognitionPsychologyPerspective (graphical)Cognitive scienceSocial cognitionProcess (computing)Action (physics)Cognitive psychologyCreativity techniqueSocial psychologyEpistemologyComputer science

Abstract

fetched live from OpenAlex

Scholars in sociology and social psychology typically represent creativity as an imaginative and deliberate mental activity. Such a perspective has led to a view of creativity as disconnected from the body and the senses as well as from nonanalytic cognition. In this article, we demonstrate that creativity is more grounded in bodily and sensory experience and more reliant on a combination of cognitive processes than has been typically recognized. We use literature on social cognition and embodiment to build our arguments, specifically, the embodied simulation perspective and tripartite process models. We draw from data on elite chefs to show how actors rely on embodied simulations, continually switch between heuristic and analytical thinking, and monitor and control their cognitive processing during the creative process. We outline the implications of this study for the understanding of creativity and extant models of cognition and action more generally.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.304
Threshold uncertainty score1.000

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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.044
GPT teacher head0.438
Teacher spread0.395 · 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