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. 2023 Jun 20;70(4):453–464. doi: 10.1093/cz/zoad023

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© The Author(s) 2023. Published by Oxford University Press on behalf of Editorial Office, Current Zoology.

This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact reprints@oup.com for reprints and translation rights for reprints. All other permissions can be obtained through our RightsLink service via the Permissions link on the article page on our site—for further information please contact journals.permissions@oup.com.

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Mean score values per season of the 2nd axis of the PCA, obtained with 5 individual-based network metrics (see methods for more details). The predictor variable (season) shown was among the fittest models according to the GLMM coupled with model AIC, with statistically significant effects. The number in parenthesis represents the percentage of the total variance explained in the PCA. The vertical bars present the 95% confidence intervals. The red arrow on the left side of y-axis indicates the direction of change of the individuals’ position in the network, according to most related network metric with PC2 (BC).