Summary

@algora-pbc /claim #17

Adds a standalone scientific-knowledge-gap-explorer/ module for the Scientific Knowledge Graph Integration bounty. This focuses on underconnected concept-method-dataset intersections rather than another broad extraction module.

What is included

• Typed graph construction for concepts, methods, datasets, tools, authors, institutions, domains, and citations
• Weighted co-occurrence edges with project and citation provenance
• Knowledge gap ranking that rejects already-direct triples
• Evidence explanations and personalized recommendation digests
• Entity pages and typed graph search
• Demo artifacts in scientific-knowledge-gap-explorer/docs/, including demo.mp4

Verification

• npm run check
• npm test
• npm run demo
• ffprobe -v error -select_streams v:0 -show_entries stream=codec_name,width,height,duration -of default=noprint_wrappers=1 scientific-knowledge-gap-explorer/docs/demo.mp4
• git diff --check
• Privacy scan for wallet, SSN, private-key, password, API-key, and secret patterns: no matches

Notes

Prepared with OpenAI Codex assistance and locally validated before submission.