I'm wondering about this too. What could be the possible other reason for the papers not being downloaded? Boring titles? Preprints easily available? Open access?
> and there's no reason to believe they weren't available back then.
Is it possible that the articles really were not available, as they used the data from sep-2015 to feb-2016, early version of SciHub?