Read-first score 31.9, weighted from topical fit, citation, graph, method, reproducibility, and recency signals.
Citation impact 21%
91 Uses OpenAlex-shaped citation metadata as a bibliometric attention signal, separate from paper quality. citation_normalized_percentile=0.90953827
Recency 7%
86.7 Uses a gentle age decay so recent papers surface without erasing older foundations. 2025
Citation velocity 14%
14.1 Citation velocity estimates citations per publication-year to reduce old-paper bias. velocity=1.00
Topical relevance 36%
11.8 Matches configured research keywords against title, abstract, tags, and analysis text. matched=2
Reproducibility 21%
0 Screens links and visible text for paper, code, dataset, artifact, and repository signals. pdf=False; code=False; dataset=False; markers=none
Field roles
FoundationFrontier
Rank sensitivity
Stability: volatile; rank range: 343.