What strategies do successful applicants use to secure competitive postdoctoral research positions in STEM education without a prior R1 institutional affiliation?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What strategies do successful applicants use to secure competitive postdoctoral research positions in STEM education without a prior R1 institutional affiliation?
2 real searches · 1 real-search pass
strategies postdoctoral fellowship applications STEM education discipline-based education research mentoring publications networking non-R1 institutionGoogle ↗
OBSERVEDReason
NSF postdoctoral research fellowship STEM education research careers postdoctoral positions application advice faculty fitGoogle ↗
OBSERVEDComparison
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
strategies postdoctoral fellowship applications STEM education discipline-based education research mentoring publications networking non-R1 institution Google ↗
NSF postdoctoral research fellowship STEM education research careers postdoctoral positions application advice faculty fit Google ↗
- Frontiers | Navigating the hidden academic job market: a descriptive phenomenology of racial and ethnic minority STEM scholars in a structured train-and-retain postdoctoral program · frontiersin.org
- Applying for Post Docs · grad.illinois.edu
- NSF 23-544: Science, Technology, Engineering and Mathematics Education Individual Postdoctoral Research Fellowships (STEMEdIPRF) · nsf.gov
- NSF 23-545: Science, Technology, Engineering and Mathematics Education Organizational Postdoctoral Research Fellowships (STEM Ed OPRF) · nsf.gov
- How to Find, Approach, and Interview Potential Faculty Mentors · postdocs.stanford.edu
- Finding a Mentor & Interview · postdocs.yale.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
strategies postdoctoral fellowship applications STEM education discipline-based education research mentoring publications networking non-R1 institution OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NSF postdoctoral research fellowship STEM education research careers postdoctoral positions application advice faculty fit OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |