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Why this exists

Bibliometric studies are judged on their corpus. Yet the export everyone starts from is full of holes that no reviewer sees and no author mentions: documents with no identifier, venues left blank, affiliations that stop at the institution name, references that are free text.

Cleaning them by hand does not scale, and cleaning them with a script that decides on your behalf produces a corpus nobody can account for. Bibliominer takes the third path: it shows you what is wrong, proposes what it can justify, and records every decision, yours and its own.