
This dataset includes all code used for the simulation models, as well as the scripts for generating figures and performing data analyses. Each file provides additional details on its specific purpose and usage. 0-figure1.jl generates the graphical analyses shown in Figure 1. 1-Sim_data_for_figure3.jl runs the simulations used for Figure 3. 1-HPC_sim_data_for_figure3_bash.sh is the HPC batch-submission script (Unix environment). It launches 1-Sim_data_for_figure3.jl for 100 simulation runs with varying parameter values. 2-figure3.jl produces Figure 3 from the simulation outputs. These data can be generated by the scripts above or loaded directly from the data/ directory. 3-figure4.jl generates Figure 4a using the corresponding simulated data. 4-figure4b_EmpiricalAnalysis_Adler_eachsite.R and 4-figure4c_EmpiricalAnalysis_Fraser_eachsite.R generate Figures 4b and 4c using the two global empirical datasets stored in data/. PNR_model.jl contains the simulation model for the simple guilds described in Section 2 of the paper and is called by the scripts used to generate Figure 1.
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
