Read-first score 20.9, weighted from topical fit, citation, graph, method, reproducibility, and recency signals.
Recency 11%
100 Uses a gentle age decay so recent papers surface without erasing older foundations. 2026
Topical relevance 56%
17.6 Matches configured research keywords against title, abstract, tags, and analysis text. matched=3
Reproducibility 33%
0 Screens links and visible text for paper, code, dataset, artifact, and repository signals. pdf=False; code=False; dataset=False; markers=none
Rank sensitivity
Stability: volatile; rank range: 175.