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How JournaScope Uses Evidence For Journal Suggestions

JournaScope editorial / English / 6/11/2026

A short note on why JournaScope separates AI assistance from verified journal evidence.

JournaScope uses AI for parsing, extraction, and explanation, but verified data remains the source of truth.

Journal suggestions are scored from deterministic database fields, source evidence, and BGE-M3 embeddings. High-risk claims still require source URLs and admin review.