Capturing, clarifying, and consolidating the curiosity-creativity connection
Open accessAbstract
The cognitive-motivational concepts of curiosity and creativity are often viewed as intertwined. Yet, despite the intuitively strong linkage between these two concepts, the existing cognitive-behavioral evidence for a curiosity-creativity connection is not strong, and is nearly entirely based on self-report measures. Using a new lab-based Curiosity Q&A task we evaluate to what extent behaviorally manifested curiosity—as revealed in autonomous inquiry and exploration—is associated with creative performance. In a preregistered study ( N = 179) we show that, as hypothesized, the novelty of the questions that participants generated during the Curiosity Q&A Task significantly positively correlated with the originality of their responses on a divergent-thinking task (the conceptually-based Alternative Uses Task). Additionally, the extent to which participants sought out information that was implicitly missing in the presented factual stimuli ("gap-related information foraging") positively correlated with performance on two predominantly convergent-thinking tasks (the Remote Associates Task and Analogy Completion). Question asking, topic-related information foraging, and creative performance correlated with trait-based "interest-type" curiosity oriented toward exploration and novelty, but not with "deprivation-type" curiosity focused on dispelling uncertainty or ignorance. Theoretically and practically, these results underscore the importance of continuing to develop interventions that foster both creative thinking and active autonomous inquiry.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The Remote Associates Test (RAT) is widely used in prior research for measuring convergent thinking.
“We selected this task due to its widespread use in prior research [16,34], and its compatibility with LLMs.”
From Human Creativity in the Age of LLMs: Randomized Experiments on Divergent and Convergent Thinking (2025) · cites this paper as [34]
The Introduction identifies the Remote Associates Task as an assessment that predominantly calls on convergent thinking, and the Methods describe its use in this study. The paper does not establish that the RAT was widely used in prior research; its statements that a task was often or extensively used refer to the Alternative Uses Task. (LLM, conf=0.82)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003) · Journal of Applied Psychology · doi:10.1037/0021-9010.88.5.879 · Cited by 82,194 · see citing works
The Nature of Human Intelligence
Carroll, J. B., & Guilford, J. P. (1968) · American Educational Research Journal · doi:10.2307/1161820 · Cited by 4,657 · see citing works
The standard definition of creativity
Runco, M. A., & Jaeger, G. J. (2012) · Creativity Research Journal · doi:10.1080/10400419.2012.650092 · Cited by 3,895 · see citing works
The psychology of curiosity: A review and reinterpretation.
Loewenstein, G. (1994) · Psychological Bulletin · doi:10.1037/0033-2909.116.1.75 · Cited by 2,738 · see citing works
A Meta-Analysis of Personality in Scientific and Artistic Creativity
Feist, G. J. (1998) · Personality and Social Psychology Review · doi:10.1207/s15327957pspr0204_5 · Cited by 2,180 · see citing works
In Praise of Convergent Thinking
Cropley, A. J. (2006) · Creativity Research Journal · doi:10.1207/s15326934crj1803_13 · Cited by 1,246 · see citing works
Berlyne, D. E. (1966) · Science · doi:10.1126/science.153.3731.25 · Cited by 1,150 · see citing works
Stein, M. I. (1953) · The Journal of Psychology · doi:10.1080/00223980.1953.9712897 · Cited by 1,074 · see citing works
Information-seeking, curiosity, and attention: computational and neural mechanisms
Gottlieb, J., Oudeyer, P.-Y., Lopes, M., & Baranes, A. (2013) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2013.09.001 · Cited by 784 · see citing works
Climate for Creativity: A Quantitative Review
Hunter, S. T., Bedell, K. E., & Mumford, M. D. (2007) · Creativity Research Journal · doi:10.1080/10400410709336883 · Cited by 709 · see citing works
Normative data for 144 compound remote associate problems
Bowden, E. M., & Jung-Beeman, M. (2003) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03195543 · Cited by 649 · see citing works
Gilhooly, K. J., Fioratou, E., Anthony, S. H., & Wynn, V. (2007) · British Journal of Psychology · doi:10.1111/j.2044-8295.2007.tb00467.x · Cited by 643 · see citing works
Self-Knowledge: Its Limits, Value, and Potential for Improvement
Wilson, T. D., & Dunn, E. W. (2004) · Annual Review of Psychology · doi:10.1146/annurev.psych.55.090902.141954 · Cited by 629 · see citing works
Interest and deprivation factors of epistemic curiosity
Litman, J. A. (2008) · Personality and Individual Differences · doi:10.1016/j.paid.2008.01.014 · Cited by 621 · see citing works
Towards a neuroscience of active sampling and curiosity
Gottlieb, J., & Oudeyer, P.-Y. (2018) · Nature Reviews Neuroscience · doi:10.1038/s41583-018-0078-0 · Cited by 494 · see citing works
Intrinsic motivation, curiosity, and learning
Oudeyer, P., Gottlieb, J. P., & Lopes, M. C. (2016) · Progress in brain research · doi:10.1016/bs.pbr.2016.05.005 · Cited by 390 · see citing works
Children’s scientific curiosity: In search of an operational definition of an elusive concept
Jirout, J. J., & Klahr, D. (2012) · Developmental Review · doi:10.1016/j.dr.2012.04.002 · Cited by 376 · see citing works
Torrance Tests of Creative Thinking
Dumont, R., & Willis, J. O. (2008) · Encyclopedia of Special Education · doi:10.1002/9780470373699.speced2110 · Cited by 353 · see citing works
Gureckis, T. M., & Markant, D. B. (2012) · Perspectives on Psychological Science · doi:10.1177/1745691612454304 · Cited by 306 · see citing works
Personality psychology as a truly behavioural science
Furr, R. M. (2009) · European Journal of Personality · doi:10.1002/per.724 · Cited by 255 · see citing works
Relationships of personality to differential conceptions of creativity: A systematic review.
Puryear, J. S., Kettler, T., & Rinn, A. N. (2016) · Psychology of Aesthetics Creativity and the Arts · doi:10.1037/aca0000079 · Cited by 254 · see citing works
Metacontrol of human creativity: The neurocognitive mechanisms of convergent and divergent thinking
Zhang, W., Sjoerds, Z., & Hommel, B. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.116572 · Cited by 247 · see citing works
Green, A. E., Kraemer, D. J. M., Fugelsang, J. A., Gray, J. R., & Dunbar, K. N. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp081 · Cited by 225 · see citing works
Hardy, J. H., Ness, A. M., & Mecca, J. T. (2016) · Personality and Individual Differences · doi:10.1016/j.paid.2016.08.004 · Cited by 223 · see citing works
Baughman, W. A., & Mumford, M. D. (1995) · Creativity Research Journal · doi:10.1207/s15326934crj0801_4 · Cited by 209 · see citing works
Kashdan, T. B., Disabato, D. J., Goodman, F. R., & McKnight, P. E. (2020) · Personality and Individual Differences · doi:10.1016/j.paid.2020.109836 · Cited by 207 · see citing works
Reconciling novelty and complexity through a rational analysis of curiosity.
Dubey, R., & Griffiths, T. L. (2019) · Psychological Review · doi:10.1037/rev0000175 · Cited by 205 · see citing works
Openness to Experience: Its Lower Level Structure, Measurement, and Cross-Cultural Equivalence
Woo, S. E., Chernyshenko, O. S., Longley, A., Zhang, Z.-X., Chiu, C.-Y., & Stark, S. E. (2014) · Journal of Personality Assessment · doi:10.1080/00223891.2013.806328 · Cited by 200 · see citing works
A comparison of self-ratings and non-self-report measures of employee creativity
Ng, T. W. H., & Feldman, D. C. (2012) · Human Relations · doi:10.1177/0018726712446015 · Cited by 182 · see citing works
Ingredients of Creativity: Originality and More
Acar, S., Burnett, C., & Cabra, J. F. (2017) · Creativity Research Journal · doi:10.1080/10400419.2017.1302776 · Cited by 181 · see citing works
Why do employees undertake creative action?
Unsworth, K. L., & Clegg, C. (2009) · Journal of Occupational and Organizational Psychology · doi:10.1348/096317908x398377 · Cited by 174 · see citing works
Reopening Openness to Experience: A Network Analysis of Four Openness to Experience Inventories
Christensen, A. P., Cotter, K. N., & Silvia, P. J. (2018) · Journal of Personality Assessment · doi:10.1080/00223891.2018.1467428 · Cited by 166 · see citing works
Curiosity made the cat more creative: Specific curiosity as a driver of creativity
Hagtvedt, L. P., Dossinger, K., Harrison, S. H., & Huang, L. Y. (2018) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2018.10.007 · Cited by 155 · see citing works
Koutstaal, W., Reddy, C. G., Jackson, E. M., Prince, S. E., Cendan, D. L., & Schacter, D. L. (2003) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.29.4.499 · Cited by 148 · see citing works
Self-citationHarrison, S. H., & Dossinger, K. (2017) · Academy of Management Journal · doi:10.5465/amj.2015.0247 · Cited by 140 · see citing works
Lamnina, M., & Chase, C. C. (2019) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2019.101785 · Cited by 130 · see citing works
Connections between curiosity, flow and creativity
Schutte, N. S., & Malouff, J. M. (2019) · Personality and Individual Differences · doi:10.1016/j.paid.2019.109555 · Cited by 119 · see citing works
Cultivating an understanding of curiosity as a seed for creativity
Gross, M. E., Zedelius, C. M., & Schooler, J. W. (2020) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2020.07.015 · Cited by 114 · see citing works
A Meta‐Analysis of the Relationship between Curiosity and Creativity
Schutte, N. S., & Malouff, J. M. (2019) · The Journal of Creative Behavior · doi:10.1002/jocb.421 · Cited by 104 · see citing works
Validity of the Interest-and Deprivation-Type Epistemic Curiosity Model in Germany
Litman, J. A., & Mussel, P. (2013) · Journal of Individual Differences · doi:10.1027/1614-0001/a000100 · Cited by 98 · see citing works
Humans monitor learning progress in curiosity-driven exploration
Ten, A., Kaushik, P., Oudeyer, P. Y., & Gottlieb, J. P. (2021) · Nature Communications · doi:10.1038/s41467-021-26196-w · Cited by 97 · see citing works
Puente‐Díaz, R., & Cavazos‐Arroyo, J. (2017) · Creativity Research Journal · doi:10.1080/10400419.2017.1360067 · Cited by 88 · see citing works
Asking the right questions about the psychology of human inquiry: Nine open challenges
Coenen, A., Nelson, J. D., & Gureckis, T. M. (2018) · Psychonomic Bulletin & Review · doi:10.3758/s13423-018-1470-5 · Cited by 84 · see citing works
A functional approach to explanation-seeking curiosity
Liquin, E. G., & Lombrozo, T. (2020) · Cognitive Psychology · doi:10.1016/j.cogpsych.2020.101276 · Cited by 79 · see citing works
Curiosity and Interest: Emergence and Divergence
Ainley, M. (2019) · Educational Psychology Review · doi:10.1007/s10648-019-09495-z · Cited by 78 · see citing works
Using the inquiry-based learning approach to enhance student innovativeness: a conceptual model
Acar, O. A., & Tunçdoğan, A. (2018) · Teaching in Higher Education · doi:10.1080/13562517.2018.1516636 · Cited by 73 · see citing works
Supporting curiosity in schools and classrooms
Peterson, E. G. (2020) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2020.05.006 · Cited by 66 · see citing works
Erwin, A. K., Tran, K. N., & Koutstaal, W. (2022) · PLoS ONE · doi:10.1371/journal.pone.0265116 · Cited by 52 · see citing works
Self-citationBrain flexibility associated with need for cognition contributes to creative achievement
He, L., Zhuang, K., Li, Y., Sun, J., Meng, J., Zhu, W., Mao, Y., Chen, Q., Chen, X., & Qiu, J. (2019) · Psychophysiology · doi:10.1111/psyp.13464 · Cited by 50 · see citing works
Wu, Y., & Koutstaal, W. (2020) · PLoS ONE · doi:10.1371/journal.pone.0234473 · Cited by 49 · see citing works
Self-citationConvergent and divergent thinking in verbal analogy
Jones, L. L., & Estes, Z. (2015) · Thinking & Reasoning · doi:10.1080/13546783.2015.1036120 · Cited by 45 · see citing works
Pedagogical Agents for Fostering Question-Asking Skills in Children
Alaimi, M., Law, E., Pantasdo, K. D., Oudeyer, P.-Y., & Sauzeon, H. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3313831.3376776 · Cited by 44 · see citing works
The Role of Problem Construction in Creative Production
Reiter‐Palmon, R. (2017) · The Journal of Creative Behavior · doi:10.1002/jocb.202 · Cited by 42 · see citing works
Navigating creative paradoxes: Exploration and exploitation effort drive novelty and usefulness.
Steele, L. M., Hardy, J. H., Day, E. A., Watts, L. L., & Mumford, M. D. (2019) · Psychology of Aesthetics Creativity and the Arts · doi:10.1037/aca0000236 · Cited by 32 · see citing works
Testing the Information‐Seeking Theory of Openness/Intellect
Jach, H. K., & Smillie, L. D. (2020) · European Journal of Personality · doi:10.1002/per.2271 · Cited by 32 · see citing works
The Multifaceted Role of Self‐Generated Question Asking in Curiosity‐Driven Learning
Kedrick, K., Schrater, P., & Koutstaal, W. (2023) · Cognitive Science · doi:10.1111/cogs.13253 · Cited by 32 · see citing works
Self-citationImproving insight and non‐insight problem solving with brief interventions
Wen, M., Butler, L. T., & Koutstaal, W. (2012) · British Journal of Psychology · doi:10.1111/j.2044-8295.2012.02107.x · Cited by 25 · see citing works
Self-citationFostering creative minds: what predicts and boosts design competence in the classroom?
Tran, K. N., Kudrowitz, B. M., & Koutstaal, W. (2020) · International Journal of Technology and Design Education · doi:10.1007/s10798-020-09598-7 · Cited by 24 · see citing works
Self-citationAsk to Learn: A Study on Curiosity-driven Question Generation
Scialom, T., & Staiano, J. (2020) · International Conference on Computational Linguistics · doi:10.18653/v1/2020.coling-main.202 · Cited by 22 · see citing works
Gross, M. E., de Araújo, D. B., Zedelius, C. M., & Schooler, J. W. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2019.116125 · Cited by 21 · see citing works
Clark, S., Harbaugh, A. G., & Seider, S. C. (2019) · Applied Developmental Science · doi:10.1080/10888691.2019.1591956 · Cited by 18 · see citing works
The effort of asking good questions
Gottlieb, J. P. (2021) · Nature Human Behaviour · doi:10.1038/s41562-021-01132-6 · Cited by 11 · see citing works
Innovating minds: rethinking creativity to inspire change
(2016) · Choice Reviews Online · doi:10.5860/choice.194825 · Cited by 10 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Kenett, Y. N., Humphries, S. A., & Chatterjee, A. K. (2023) · Creativity Research Journal · doi:10.1080/10400419.2023.2165748 · Cited by 73 · see citing works
A shared novelty-seeking basis for creativity and curiosity
Ivancovsky, T., Baror, S., & Bar, M. (2023) · Behavioral and Brain Sciences · doi:10.1017/s0140525x23002807 · Cited by 62 · see citing works
Human Creativity in the Age of LLMs: Randomized Experiments on Divergent and Convergent Thinking
Kumar, H., Vincentius, J., Jordan, E., & Anderson, A. (2025) · Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3714198 · Cited by 51 · see citing works
“We selected this task due to its widespread use in prior research [16, 34], and its compatibility with LLMs. Similarly to the previous experiment, this study included both exposure (paired) and test (solo) phases.”
Grassini, S., & Koivisto, M. (2024) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2024.2345430 · Cited by 43 · see citing works
The Effect of Income and Wealth on Behavioral Strategies, Personality Traits, and Preferences
Boon-Falleur, M., Baumard, N., & André, J.-B. (2024) · Perspectives on Psychological Science · doi:10.1177/17456916231201512 · Cited by 24 · see citing works
Exploratory preferences explain the human fascination for imaginary worlds in fictional stories
Dubourg, E., Thouzeau, V., de Dampierre, C., Mogoutov, A., & Baumard, N. (2023) · Scientific Reports · doi:10.1038/s41598-023-35151-2 · Cited by 19 · see citing works
Raffaelli, Q., Malusa, R., de Stefano, N.-A., Andrews, E. S., Grilli, M. D., Mills, C., Zabelina, D. L., & Andrews‐Hanna, J. R. (2023) · Creativity Research Journal · doi:10.1080/10400419.2023.2227477 · Cited by 19 · see citing works
Wu, Y., & Koutstaal, W. (2022) · Consciousness and Cognition · doi:10.1016/j.concog.2022.103417 · Cited by 17 · see citing works
Self-citationLi, Y., Emin, M., Zhou, Q., Zhang, J., & Hu, W. (2023) · Future in Educational Research · doi:10.1002/fer3.14 · Cited by 17 · see citing works
What kind of questions do creative people ask?
Acar, S., Berthiaume, K., & Johnson, R. M. (2023) · Journal of Creativity · doi:10.1016/j.yjoc.2023.100062 · Cited by 14 · see citing works
Koivisto, M., & Pallaris, C. (2024) · Consciousness and Cognition · doi:10.1016/j.concog.2024.103698 · Cited by 8 · see citing works
Investigating Lasting Effects of Real-Time Feedback on Originality and Evaluation Accuracy
de Chantal, P., Houde-Labrecque, C., Leblanc, M., & Organisciak, P. (2024) · Creativity Research Journal · doi:10.1080/10400419.2024.2441014 · Cited by 10 · see citing works
Exploring the creativity-curiosity link in early childhood
Vaisarova, J., Saguid, L., Kupfer, A. S., Goldbaum, H. S., & Lucca, K. (2024) · Journal of Creativity · doi:10.1016/j.yjoc.2024.100090 · Cited by 5 · see citing works
Soft Skills for Teams in Public Linear Infrastructure: The Development of a Decision Support Tool
Davies, H. K., Posillico, J. J., & Edwards, D. J. (2025) · Buildings · doi:10.3390/buildings15071197 · Cited by 4 · see citing works
How Classroom Curiosity Affects College Students’ Creativity?
Zeng, J., Yan, H., & Zhang, H. (2025) · Education Sciences · doi:10.3390/educsci15091101 · Cited by 7 · see citing works
Agility and the three musketeers: The interplay of epistemic curiosity, joy, and rumination
Janani, M., & Vijayalakshmi, V. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.105215 · Cited by 4 · see citing works
Zampetakis, L. A. (2024) · The Journal of Creative Behavior · doi:10.1002/jocb.1500 · Cited by 2 · see citing works
Tang, S., Xu, T., Jin, L., Ji, L., Chen, Q., & Qiu, J. (2024) · BMC Psychology · doi:10.1186/s40359-024-02286-4 · Cited by 2 · see citing works
The Artist Mindset: A Collaborative Autoethnography by a Poet and a Psychiatrist
Taniguchi, Y., & Cullen, K. R. (2025) · Journal of Medical Humanities · doi:10.1007/s10912-025-09970-5 · Cited by 1 · see citing works
Liu, L., cui, X., & Qiu, J. (2026) · Acta Psychologica · doi:10.1016/j.actpsy.2026.106593 · Cited by 1 · see citing works
Getting curiouser and curiouser about creativity: The search for a nuanced model
Horton, C. B., & Mason, M. F. (2024) · Behavioral and Brain Sciences · doi:10.1017/s0140525x23003345 · Cited by 1 · see citing works
Comparative Study of Curiosity among Sighted and Visually Impaired Students
Buvana, R. (2022) · International Journal of Management Technology and Social Sciences · doi:10.47992/ijmts.2581.6012.0242 · Cited by 1 · see citing works
Analysis of exploratory behaviour: A step towards modelling of curiosity
Tang, J., Gibson, A., & Bruza, P. (2025) · International Conference on Learning Analytics and Knowledge (LAK) · doi:10.1145/3706468.3706561
Creativity and Curiosity (in Mathematics) = 2C or C2? Multiple Facets, Confluence and Contrast
Лейкин, Р. (2025) · Research in mathematics education · doi:10.1007/978-3-031-99082-3_3
Creative foraging and the explore–exploit trade-off in knowledge networks
Kedrick, K., Burhite, K., Vilares, I., & Schrater, P. (2026) · Cognition · doi:10.1016/j.cognition.2026.106451
Self-citationInquiry and innovation: Considering curiosity and creativity in autism
Luyster, R., Greene-Pendelton, K., & Arunachalam, S. (2026) · Acta Psychologica · doi:10.1016/j.actpsy.2026.106571
Sidharta, I., Hadian, D., & Machmud, S. (2026) · Multidisciplinary Science Journal · doi:10.31893/multiscience.2026507
Liu, X., Liu, Q., & Liu, H. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1789515
Yang, Y., Li, X., Huang, X., & Pi, Z. (2026) · Learning and Instruction · doi:10.1016/j.learninstruc.2026.102412
Self-perceived creativity and curiosity in middle childhood
Bazhydai, M., & Karadağ, D. (2026) · Acta Psychologica · doi:10.1016/j.actpsy.2026.107140
Harnessing Diversity: Majority‐Group Acculturation Predicts Creativity and Flourishing Over Time
Colledge, D., Addington‐Lefringhausen, K., Dauber, D., Zhu, Y., Kim, K. H., Ferenczi, N., Kunst, J., Marshall, T. C., Zagefka, H., & Cristea, M. (2026) · European Journal of Social Psychology · doi:10.1002/ejsp.70106
- Authors
- Koutstaal, W., Kedrick, K., & Gonzalez-Brito, J.
- Affiliations
- University of Minnesota (US)
- Corresponding author
- Koutstaal, Wilma
- Venue
- Scientific Reports
- Published
- 2022-09-12
- Volume
- 12
- Issue
- 1
- Pages
- 15300-15300
- ISSN
- 2045-2322 (ISSN-L)
- PMC
- PMC9468176
- OpenAlex
- W4295250390
- Cited by
- 31
- References
- 63
- Citations by year
- 2026: 8 · 2025: 7 · 2024: 8 · 2023: 6 · 2022: 2
- FWCI
- 5.29
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Scientific Reports (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Psychological and Educational Research Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Creativity in Education and Neuroscience
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Keywords
- curiosity, creativity, autonomous inquiry, information foraging, questioning, divergent thinking, convergent thinking, remote associates task, alternative uses task, creativity interventions
- MeSH terms
- Creativity, Exploratory Behavior, Humans
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review