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. 2019 Nov 5;10:2420. doi: 10.3389/fpsyg.2019.02420

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Copyright © 2019 Brielmann and Pelli.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Distribution, across images, of the mean and SD across observers of the beauty rating for each image (A,B), and their relation (C). Example images in (A) show the lowest and highest rated images as well as one of the images receiving the median average rating of 4.45. OASIS allows for the free use of images in online and offline research studies as they are not subject to copyright restrictions. (C) Compares the data (gray dots) with a model prediction (black dots) is based on 190 simulated beauty ratings per image (as many as the average number of participant ratings per image), drawn from a normal distribution with a mean equal to the mean beauty of each image and an SD of 1.7, and rounded to the nearest allowed integer response 1–7.