Start with a precise question
Save the population, outcome definition, factor of interest, search record and inclusion criteria before interpreting the results.
LingoScholar / Engineering evidence
Engineering Evidence Review StudioFollow the conclusion.
All the way to the source.
Bring a focused engineering question, inspect which experiments can be compared, and keep the calculations and decisions behind your answer.
Sign in with your LingoScholar email and password. Approved academic members and the website owner can open the private workspace. Request academic access.
Know the evidence available
A clear answer can be “not enough comparable evidence.”
The current Atlas contains seven curated solid-wall specimens from one experimental campaign. They support documented within-campaign reviews. Opening and VOL questions require additional source curation; this collection does not establish agreement across laboratories.
Keep every value traceable
Record the source, exact page or figure, original units and extraction origin. Keep measured, digitized, calculated and model values distinct.
Recognize shared experiments
Group related papers and specimens by their declared campaign. Multiple papers reporting one experiment do not become independent evidence.
Inspect comparability first
Review geometry, lay-up, connections, loading and measurement definitions. Missing information stays unknown; a difference needs a recorded explanation.
Reproduce the comparison
Inspect compatible descriptive differences, ratios and percentage changes with explicit units. Model predictions remain outside experimental synthesis.
Freeze a reviewable dossier
Keep a versioned snapshot with the protocol, values, calculations, exclusions and unresolved questions. Export JSON, CSV and a printable HTML report.
Continue your research
Keep the manuscript and its sources connected.
Keep analysis snapshots with the manuscript to spot changed results before submission. Each workspace explains its saving and source-checking options.
A connected research workflow
Build on the record you already have.
Bring curated Atlas records or deliberately selected evidence from your Research Rooms into a review. Keep source changes and extraction limitations visible. Use the Builder to document a figure extraction, and the Exchange to inspect model benchmark reports.
Your review, with explicit decisions.
Projects are private to your account; service administrators can access stored data. You choose what to include, what to conclude and when to freeze a version. Source checking is a contributor statement. A dossier fingerprint verifies matching contents; it does not certify scientific accuracy.