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Example question: What can we compare between these two perovskite-silicon tandem papers, and which measurements use different specimens or conditions? You get: A paper-by-paper evidence table and CSV with device details, measurements, source locations and comparison limits. Start with: Two to ten selected paper URLs or accessible files; mandatory inclusions; comparison fields; question to resolve. This recipe starts with papers you have already selected. To discover a reading set first, use finding and selecting papers. For enzyme-assay condition extraction, see assay method comparison.

Run with DeepResearch

Set VALYU_API_KEY in your environment, then run this illustrative request. Change the question and CSV fields for your own task. The CSV fields below describe the requested output, not a saved result.
cURL
Save the returned deepresearch_id. Poll Get status until the task completes, then read the report and download the CSV from deliverables.

How it works

  1. Record each paper identifier and whether full text and supplementary methods are accessible. Retain inaccessible papers in the selection list.
  2. Extract device architecture, measurement method, specimen area and reported results separately for each paper. Attach section, figure or table locations when available.
  3. Compare only compatible measurements. Label missing conditions and explain where differences in device or test design prevent direct comparison.
To build the workflow inside your own agent, use Search to find sources and Contents to read selected pages. Keep the CSV fields above as your extraction schema.

Check the result

Check units, specimen identity, time units and the denominator of retained performance. Confirm all mandatory papers appear, including unreadable ones. This is selected-paper analysis, not an exhaustive systematic search.