Only ~5% of quantitative transportation papers share code and ~4% share data repositories, a measured baseline from an LLM pipeline applied to 10,724 articles.
Understanding open science
1 Pith paper cite this work, alongside 16 external citations. Polarity classification is still indexing.
1
Pith paper citing it
16
external citations · OpenAlex
fields
cs.DL 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Measuring the State of Open Science in Transportation Using Large Language Models
Only ~5% of quantitative transportation papers share code and ~4% share data repositories, a measured baseline from an LLM pipeline applied to 10,724 articles.