Phantom collaborators—topically similar authors distant in the coauthor graph—become actual coauthors 16-33 times more often than baselines, with a 68-fold similarity gradient.
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Modular network structure in the BChS opinion model produces robust intragroup ordering without global consensus and anti-ferromagnetic ordering between modules.
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Beyond coauthorship: semantic structure and phantom collaborators in transportation research, 1967--2025
Phantom collaborators—topically similar authors distant in the coauthor graph—become actual coauthors 16-33 times more often than baselines, with a 68-fold similarity gradient.
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Biswas-Chatterjee-Sen (BChS) kinetic exchange opinion model on modular networks
Modular network structure in the BChS opinion model produces robust intragroup ordering without global consensus and anti-ferromagnetic ordering between modules.