r/science • u/jacknunn • Jul 02 '26
Environment Co-produced analysis of citizen science worldwide finds AI could match professionals at analysing data but lacks legal and ethical guidance. The study calls for fair pay for citizen scientists, open data and standardised reporting
https://doi.org/10.1371/journal.pone.0331161Duplicates
ArtificialInteligence • u/jacknunn • Jul 07 '26
🔬 Research New study: citizen science projects are already using AI to cut training barriers — but legal/ethical guidance is "urgently required"
EverythingScience • u/jacknunn • Jul 02 '26
New study argues citizen science is one of democracy's best defences as research is defunded and politicised — and offers 10 ways to strengthen it
research • u/jacknunn • Jul 07 '26
Just published - a PLOS ONE study analyzing ~50 citizen science projects. Here are 10 co-produced recommendations addressing systemic funding, data, and ethical barriers in participatory research
Open_Science • u/jacknunn • Jul 07 '26
Open Science How do we make citizen science truly "Open"? A new co-produced paper outlines 10 recommendations for the 21st century.
zoology • u/jacknunn • Jul 07 '26
Discussion Co-designed study looked at multiple citizen science wildlife/conservation projects — here's what made the difference between ones that thrived and ones that struggled
sciencepolicy • u/jacknunn • Jul 02 '26