literature-method-data-miner

To extract research methods and data from academic literature, provide a paper's title or DOI. It automatically identifies research questions, methods, and structured data from texts, figures, and tables.

Yes, you can pull structured research data from scientific papers. The skill extracts data from figures, tables, captions, methods, results, supplemental files, and repository links into a structured matrix.

The best way to compare research methods across multiple papers is using this skill to generate a structured data matrix. It extracts bibliographic identity, research questions, and methods for quick synthesis and comparison.

Yes, literature method extraction includes methods mentioned in the literature review section. It scans the entire paper to identify and extract methods, data, and reproducibility details for research projects.

No, you do not need a DOI to mine methods and data from a paper. You can run the skill using either the paper's title or its DOI to automatically extract the relevant academic findings and data.

A limitation when mining reproducibility details is that extraction depends on the paper's content. It focuses on identifying methods, data, and reproducibility details, but cannot extract information that is absent or unstated in the source text.