🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge
Demo corpus. Scores are computed on a select set of biomedical paper/datasets and may be inaccurate for papers outside this corpus — DataRank relies on network effects that improve with scale. We aim to expand this into a fully open resource pending additional funding.

From local explanations to global understanding with explainable AI for trees

Nature Machine Intelligence(2020)10.1038/s42256-019-0138-9Source: DataRank Database
Top 10%
14.9DataRank
14.9Top 10%
Open Access
8346 citations · base score 9.0
datarank_citation_only_1hop_v4Methodology
Data sources & pipeline
Pipeline:CrossRefSciBERTdoi-metadataOpenAlexDataRank
Enrichment:Pending
FAIR ChecklistContext only (not used in score)
FFindable
Has DOI
AAccessible
Open Access
IInteroperable
RReusable

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

DataRank Breakdown

Base Component 9%Network Component 91%

Base Score Contribution

1.4

From this paper's citation signal

Citation Network Contribution

13.6

From 197 citing papers with measurable signal

Learn more about DataRank methodology →

Authors (13)

Gabriel ErionORCID,Hugh ChenORCID,Alex DeGrave,Jordan M. PrutkinORCID,Bala Nair

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