Evidence map›Paper›PMID 40963791›Full record

ReviewFrontiers in psychology2025

Creativity and aesthetic evaluation of AI-generated artworks: bridging problems and methods from psychology to AI.

Ivana Bianchi, Erika Branchini, Tiberio Uricchio, Ramona Bongelli

Abstract readReview
In one paragraph

Review in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Ivana BianchiDepartment of Humanities (Section Philosophy and Human Sciences), University of Macerata, Macerata, Italy.
Erika BranchiniDepartment of Human Sciences, University of Verona, Verona, Italy.
Tiberio UricchioDepartment of Information Engineering, University of Pisa, Pisa, Italy.
Ramona BongelliDepartment of Political Sciences, Communication and International Relations, University of Macerata, Macerata, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper contributes to the debate on creativity, art, and artificial intelligence (AI) by integrating insights from cognitive psychology and empirical aesthetics into the field of AI, with the goal of inspiring novel empirical research. We focus on two main topics. First, we examine the indices used in psychology to operationalize

Indexed as

AI creativityAI-generated art aversionhuman and AI-generated artworkshuman creativitypleasure and interest model of aesthetic appreciation

Identifiers

PMID40963791
PMCPMC12436141

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.