Plotting the algorithm's "importance" towards parts of cyclic voltammograms suggests that there is additional information in subtle voltammogram features that may elude manual inspection. Fig. to 3l plot the "importance" distributions in cyclic voltammograms from the DL model shown in Fig. to 3f, respectively. Additional "importance" plots of exemplary simulated voltammograms are available in Fig. . While an understandable amount of the model's attention is attributed to presence or absence of primary redox peaks in voltammograms (green areas in Fig. to 3l and Fig. ), one noticeable feature unique to DL algorithm emerges. Appreciable amount of "importance" of the DL model is frequently assigned to the reverse scan roughly beneath the redox peaks (red areas in Fig. to 3l and Fig. ), an area typically not carefully examined in manual inspection. We propose that such seldomly examined regions in cyclic voltammograms contains useful mechanistic information and ought to be better utilized for mechanistic studies, probably by DL-based automatic analysis thanks to the algorithm's sensitivity. Additional investigations will be conducted to examine such an argument with a more rigorous and systematic analysis.