Researchers ranked by weighted contributions (artifact authorship + AE committee service). Scoring: Each badge = 1 pt; AE membership = 3 pts; AE chair = 5 pts. Minimum combined score ≥ 3 required. 6395 researchers ranked, 925 with both artifacts & AE service.

Legend: #=Rank, Δ=Rank Change, S=Combined Score, AS=Artifact Score, AES=AE Service Score, A:E=Artifact:Evaluation Ratio, Ar=Artifacts, P=Papers, AR%=Artifact Rate, RR%=Repro Rate, AE=AE Service, Ch=Chaired
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