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A third, often overlooked type is laboratory and workflow management software (Electronic Lab Notebooks or ELNs). Tools like LabArchives and Benchling replace paper notebooks, providing timestamped, searchable, and cloud-backed records. This ensures that research data is not lost or tampered with, thus enhancing integrity. Furthermore, ELNs integrate directly with analysis tools, so raw data can be processed without manual re-entry, significantly accelerating the pace of discovery. Subjective interests are examined to predict how an

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One of the earliest categories of research software to gain widespread adoption was reference management. Tools such as EndNote, Zotero, and Mendeley allow researchers to store, organize, and cite sources with minimal manual effort. Beyond simple storage, these platforms now offer PDF annotation, citation extraction from websites, and integration with word processors. For early-career researchers, mastering such tools is often essential for producing literature reviews efficiently.