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When to use OCR confidence scores and when not to: the trade-offs, costs and signals that tell you whether this approach fits your sources and project before
A step-by-step guide on how to share executable notebooks, with practical defaults, settings and the pitfalls to avoid so you reach a usable result on your own
Best practices and a working checklist to record provenance metadata, so your results stay consistent, documented and defensible across a whole collection
A practical guide to link TEI transcriptions to IIIF for working historians and archivists, covering the workflow end to end with concrete examples you can
A practical guide to add discovery metadata to datasets for working historians and archivists, covering the workflow end to end with concrete examples you can copy.
A gentle beginner's guide to use Wikidata lexemes for historical words, explaining the core ideas in plain language with a small worked example you can follow
A step-by-step guide on how to describe correspondence series, with practical defaults, settings and the pitfalls to avoid so you reach a usable result on your first pass.
A step-by-step guide on how to mine text despite OCR noise, with practical defaults, settings and the pitfalls to avoid so you reach a usable result on your
A step-by-step guide on how to choose diplomatic vs normalised transcription, with practical defaults, settings and the pitfalls to avoid so you reach a usable
A gentle beginner's guide to extract relations between entities, explaining the core ideas in plain language with a small worked example you can follow from a