LightGBM models on citation and diversity features predict exogenous diffusion of quantum computing concepts with R² up to 0.78 while endogenous reinforcement remains largely unpredictable after growth controls, with replications in other fields.
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A two-stage LightGBM model on 59 features from concept networks forecasts link formation and intensity with ROC-AUC 0.95-0.967 across domains.
Early brokerage in academic networks produces cumulative advantage in later participation and career impact for physicists, equally for men and women.
Empirical analysis of CRAN metadata and citation data reveals R's interdisciplinary user base and developer collaborations.
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An empirical exploration of the diversified R ecosystem
Empirical analysis of CRAN metadata and citation data reveals R's interdisciplinary user base and developer collaborations.