Blog

Notes from the workspace

Short, practical pieces on how the services in SciExpert work and how to use them in real review projects.

Systematic review

Screening without losing the audit trail

How the Systematic Review service applies your eligibility criteria record by record, and why every include/exclude decision keeps its reason attached.

12 June 2026 · 5 min read

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AI search

Why citation-grounded answers matter more than fluent ones

Generated citations are the single biggest failure mode of AI in research. Here is how AI Search avoids them by retrieving first and writing second.

29 May 2026 · 4 min read

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Research integrity

Reading figure integrity signals without over-claiming

Error level analysis, copy-move detection and noise profiling tell you where to look. They do not tell you that an image is fraudulent — and the difference matters.

8 May 2026 · 6 min read

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Pricing

Why we bill tokens instead of seats and features

Feature gating punishes the occasional user and rewards nobody. Token pricing charges for the work actually done — here is how the numbers break down.

21 April 2026 · 3 min read

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