OMB Individually Reported
Use of LLMs for data extraction
Low riskExact public inventory row
Description
The purpose of this model is to quickly gather information from scientific papers to track the spread of plant diseases.
Detailed example
The AI extracts requested information from scientific papers (e.g., country name, pathogen name, host name, percent plants affected by disease, etc.)
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
This method would save time compared to manually collecting the information, which can be slow and error-prone.
Controls / human review
ATO: No; PIA: Not published