Methodology
Methodology
Deterministic scoring and ranking are based on profile signals, while AI is limited to bounded explanation support.
- Fit score, research match, funding likelihood, and data confidence are shown separately.
- Ranking is deterministic and auditable. AI is used only for bounded explanation copy.
- Official scholarship and professor pages remain the final source of truth.
Last trust review: March 20, 2026
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