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Rethinking misinformation through plausibility estimation and confidence calibration | Synapse
March 3, 2026
Open Access
Rethinking misinformation through plausibility estimation and confidence calibration
VG
Valentin Guigon
University of Maryland, College Park
LG
Lucille Geay
Université Toulouse - Jean Jaurès
CC
Caroline J. Charpentier
University of Maryland, College Park
Key Points
Misinformation can be more accurately assessed through plausibility estimation and confidence calibration.
The approach helps individuals recognize cognitive biases more effectively, leading to better judgment.
Analysis of decision-making processes enhances understanding of misinformation's impact on society.
Improved strategies may lead to reduced misinformation spread in various contexts.
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Guigon et al. (Fri,) studied this question.
synapsesocial.com/papers/69a768a4badf0bb9e87e56e9
https://doi.org/https://doi.org/10.1038/s44271-026-00413-y