Awesome play: Awe increases preschooler's exploration and discovery. - Joseph Colantonio II; Elizabeth Bonawitz (CogSci, 2018)

Modeling pupillary surprise response in elementary school children with theory-based Bayesian models. - Joseph Colantonio II; Igor Bascandziev; Maria Theobald; Garvin Brod; Elizabeth Bonawitz (CogSci, 2020)

Seeing the Error in My "Bayes": A Quantified Degree of Belief Change Correlates with Children's Pupillary Surprise Responses Following Explicit Predictions. - Joseph Colantonio II; Igor Bascandziev; Maria Theobald; Garvin Brod; Elizabeth Bonawitz (Entropy, 2023)

Priors, Progressions, and Predictions in Science Learning: Theory-Based Bayesian Models of Children's Revising Beliefs of Water Displacement. - Joseph Colantonio II; Igor Bascandziev; Maria Theobald; Garvin Brod; Elizabeth Bonawitz (IEEE Trans. Cogn. Dev. Syst., 2023)