
All files within this directory are used to generate the model/data/plots used in the submissions. Fe datasets used in Machine Learning model are provided in: #### Iron dataset_Wang_2025.xlsx The code for random forest (RF) model runs and SHapley Additive exPlanations (SHAP) algorithm calculations is made using: #### Code for RF-SHAP calculations.txt The code for establishing the nonlinear relationship between %FeS and explanatory variables using the generalized additive model (GAM) is provided in: #### Code for GAM analysis.txt
| 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 |
