Finding Peer-Reviewed Research Without Leaving Your Notebook

Building a good source list for a research notebook usually means opening five browser tabs, running searches on Google Scholar, PubMed, or Semantic Scholar, evaluating abstracts one by one, and then manually adding each paper to Gemini Notebook. It is a slow, context-switching process.

Academic Search in Notebook OS compresses this workflow into the side panel. Search for peer-reviewed papers, read abstracts, and add the best results to a notebook — all without leaving your research context.

How to Search Effectively

Academic Search is powered by Semantic Scholar, with OpenAlex as a fallback for when Semantic Scholar is busy or rate-limited. Both are keyword search engines — so the trick is to search the way they expect: with the keywords that describe your topic, not a full sentence or a question.

So instead of a natural-language question like "How is AI being used to support clinical decision-making in ICU settings?", search with the core keywords: large language models clinical decision support intensive care.

A few rules worth knowing, drawn from how these engines actually work:

• Spell things out. The index doesn't reliably expand abbreviations or acronyms, so search intensive care unit rather than relying on ICU — full keywords give the most accurate results.
• Boolean operators and wildcards are ignored. AND, OR, and * won't behave the way you might expect — but a quoted phrase like "clinical decision support" is honored as an exact match.
• Capitalization doesn't matter. Search is not case-sensitive, so don't worry about it.

The more specific your keywords, the tighter the result set. Broad terms return a lot to filter through; precise terms return a smaller, higher-quality list.

Evaluating Search Results

Each result shows you the title, authors, publication year, journal or venue, and citation count. Before adding a paper, read the abstract preview in the panel. Ask yourself:

• Is this directly relevant to what I am trying to understand?
• Is this recent enough, or is there likely a more current study?
• Is the citation count meaningful? (High citations = influential; recent papers may have fewer citations but still be important)

Free vs. Pro Limits

On the free plan, you can run up to 10 Academic Searches per month. Each search can return multiple results, so plan your queries carefully to get the most out of each one.

On Pro, Academic Search is unlimited. You can run exploratory searches, follow rabbit holes, and build large source libraries without counting your queries.

Building a Source List Systematically

A useful approach for building a notebook source list:

1. Start with a broad query on your main topic to get an overview of the landscape
2. Add 2–3 highly-cited foundational papers
3. Run a second, narrower query on your specific research angle
4. Add 3–5 recent papers (last 2–3 years)
5. Run a third query targeting methodology or a specific sub-question
6. Add any papers that address your specific angle

With 8–12 good sources in a notebook, Studio Recipes has enough material to generate a solid literature review, comparative analysis, or study guide.

After Adding Papers

Once papers are in your notebook, open Gemini Notebook and start asking questions. Academic Search did the finding; Gemini Notebook does the synthesizing. Use Studio Recipes to turn your source collection into a structured output — a literature review, a comparison table, a study guide, or a presentation.