
Model weights for CLIPNET. Chromosomes in fold 0 were held out for all models. The 9 remaining folds were used to train models such that data fold i was withheld from training for model i (for assignments, see data_fold_assignments.csv). The models assume a 2-hot encoding of DNA (A=[2, 0, 0, 0], C=[0, 2, 0, 0], ..., Y=[0, 1, 0, 1], ...). Processed data used for model training and to reproduce figures in our CLIPNET paper (preprint here) are archived at DOI 10.5281/zenodo.10597357 Model weights are also available for download via HuggingFace.
| citations 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 |
