Real ChatGPT answer · index seedL9r5zmKlKa0completeEducation · graduate schoolinformational

Who reviews NSF fellowship applications, and how do they evaluate broader impacts when the applicant is a career changer?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Who reviews NSF fellowship applications, and how do they evaluate broader impacts when the applicant is a career changer?
2 real searches · 1 real-search pass
NSF GRFP solicitation reviewers panelists broader impacts review criteria career changer prior career experienceGoogle ↗
OBSERVED
site:nsf.gov GRFP reviewer guidance broader impacts intellectual merit review panelsGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
NSF GRFP solicitation reviewers panelists broader impacts review criteria career changer prior career experience Google ↗
site:nsf.gov GRFP reviewer guidance broader impacts intellectual merit review panels Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NSF GRFP solicitation reviewers panelists broader impacts review criteria career changer prior career experience
OBSERVED
Google ↗
AI Mode ↗
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of 1
site:nsf.gov GRFP reviewer guidance broader impacts intellectual merit review panels
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1