highly significantP < 0.001
We also found a highly significant effect of stimulus type on mean accuracy by comparing the reduced model with a random-intercept only model (χ 2 (1) = 23.34, P < 0.001; ΔAIC = 21.34), with shape stimuli decreasing accuracy by 0.146 ± 0.025 (standard error) compared to color stimuli.