I’ve tried running python scripts to cross reference my google scholar results with semantic scholar, I’ve never gotten it to work.

Is there an automated system for compiling academic reference metadata to then run through inclusion/exclusion filtering?

I need DOI, clean titles and abstracts but google scholar fails in this department. OpenAlex is great to bulk downloads, but still missing 50% of abstracts. Web Of Science has complete data, but I think it misses articles.

Thanks Michael for the recommendation. I’ll check out @richmeister.bsky.social work and get back to you if I still need help.