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We compared the individual parameters estimated for each of our drift (and best performing) models. The Reward-T and SSAT-T models' parameters for ...

S5 Fig. Relations between estimated parameters in different models in experiment 1. We compared the individual parameters estimated for each of our drift (and best performing) models. The Reward-T and SSAT-T models’ parameters for learning rates and threshold were almost identical for all our participants. Reward model gave the best fit to decisions, while the SSAT-T model gave the best fit to confidence reports. This indicates that these models may use a shared mechanism for decisions, but the SSAT-T model uses the reward variance information to generate confidence reports. Parameters estimations were not as similar for the SSAT-T and the Utility-T.