Academic Research Tool
ScholarLens
Research DOI Lookup System · AI-Powered SDG Classification
🔐
Admin
Configure data source, API keys, and system settings
🔍
Researcher
Search papers by DOI, author, or title
Select your role to continue
Overview
System status and quick summary
0Records
0Cached
2Sources
—API Key
Data source
Connected Google Sheet or uploaded file
⚠ No data loaded. Go to Sheet Config to import DOIs.
API sources
Fallback order: Scopus → ScienceDirect → OpenAlex → Semantic Scholar
Sheet Config
Import your list of DOIs — choose whichever method works for you
Step 01
Share the sheet
File → Share → Share with anyone → Viewer
Step 02
Publish as CSV
File → Share → Publish to web → CSV → copy the URL
Step 03
Paste below
Paste the URL and click Load Sheet
Step 01
Open your sheet
Click cell A1, press Ctrl+A to select all
Step 02
Copy
Press Ctrl+C to copy
Step 03
Paste below
Click the text area, press Ctrl+V, then Load
Paste sheet data
No export needed — copy from Google Sheets and paste here
Step 01
Download as CSV
File → Download → Comma-separated values (.csv)
Step 02
Upload below
Click the upload area or drag and drop
Step 03
Done
Re-upload when your sheet changes
Upload CSV file
File → Download → Comma-separated values (.csv)
📂
Click to choose a CSV file
or drag and drop here
API Sources
Sources are queried in order until one returns an abstract.
Fallback order
Scopus
→
ScienceDirect
→
OpenAlex
→
Semantic Scholar
Elsevier full-text platform. Uses the same key as Scopus.
Automatically enabled when a Scopus key is saved above.
Open scholarly graph — 250M+ works. No API key needed.
✓ Always active — no setup required
AI-powered research database — 220M+ papers. No API key needed.
✓ Always active — no setup required
Powers automatic SDG classification from paper abstracts using Llama 3 via Groq API.
✓ API key pre-configured — SDG classification is active
Records
DOIs loaded from your data source
⚠ No records. Import data in Sheet Config.
Security
Change your admin login credentials
Credentials and API keys are stored in your browser only.
Research Database
Paper Search
Search by DOI, author name, or title — results are limited to papers in the connected database.
⚠ No sheet connected. Ask your admin to share the app link that includes the database URL, or an admin can connect a sheet via Admin → Sheet Config.
🎯 Scoped to your database. Only sheet DOIs are shown.
Checking academic sources…
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Results appear as you type