How heavily do NSF GRFP reviewers weigh undergraduate GPA and coursework rigor versus undergraduate research experience and conference presentations?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How heavily do NSF GRFP reviewers weigh undergraduate GPA and coursework rigor versus undergraduate research experience and conference presentations?
1 real search · 1 real-search pass
NSF GRFP reviewer criteria intellectual merit broader impacts academic record GPA coursework research experience conference presentations official solicitationGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
NSF GRFP reviewer criteria intellectual merit broader impacts academic record GPA coursework research experience conference presentations official solicitation Google ↗
Queries
1 queries · click a column to sort