S. Leonelli

Most-cited papers

Data-Centric Biology: A Philosophical Study
S. Leonelli
2016556 citations
Semantic Scholar
Large language models challenge the future of higher education
S. Milano, J. McGrane, S. Leonelli
2023Nature Machine Intelligence169 citations
Semantic Scholar
Repertoires: A post-Kuhnian perspective on scientific change and collaborative research.
R. Ankeny, S. Leonelli
2016Studies in history and philosophy of science156 citations Open access
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Data Journeys in the Sciences
S. Leonelli, Niccoló Tempini
2020150 citations Open access
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Beyond the digital divide: Towards a situated approach to open data
Louise Bezuidenhout, S. Leonelli, A. Kelly, B. Rappert
2016141 citations Open access
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Rethinking Reproducibility as a Criterion for Research Quality
S. Leonelli
2018Including a Symposium on Mary Morgan: Curiosity, Imagination, and Surprise119 citations Open access
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Locating ethics in data science: responsibility and accountability in global and distributed knowledge production systems
S. Leonelli
2016Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences118 citations Open access
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Philosophy of Open Science
S. Leonelli
202393 citations Open access
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What distinguishes data from models?
S. Leonelli
2019European Journal for Philosophy of Science82 citations Open access
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How Archaeological Evidence Bites Back: Strategies for Putting Old Data to Work in New Ways
A. Wylie, S. Leonelli, Gail Davies
201879 citations
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Scientific research and big data
S. Leonelli
202069 citations
Semantic Scholar
The Ontologies Community of Practice: A CGIAR Initiative for Big Data in Agrifood Systems
E. Arnaud, Marie-Angélique Laporte, Soonho Kim, C. Aubert +34 more
2020Patterns65 citations Open access
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Data Governance is Key to Interpretation: Reconceptualizing Data in Data Science
S. Leonelli
2019Issue 165 citations Open access
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How to choose your research organism.
Michael R. Dietrich, R. Ankeny, N. Crowe, Sara Green +1 more
2019Studies in history and philosophy of biological and biomedical sciences62 citations Open access
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The Philosophy of Data
S. Leonelli
201662 citations
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Data — from objects to assets
S. Leonelli
2019Nature59 citations
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Developing a Collaborative Agenda for Humanities and Social Scientific Research on Laboratory Animal Science and Welfare
G. Davies, B. Greenhough, P. Hobson-West, Robert G. W. Kirk +38 more
2016PLoS ONE57 citations Open access
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Learning from Data Journeys
S. Leonelli
2020Data Journeys in the Sciences56 citations Open access
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Data management challenges for artificial intelligence in plant and agricultural research
H. F. Williamson, Julia Brettschneider, M. Cáccamo, R. Davey +10 more
2021F1000Research49 citations Open access
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The challenges of big data biology
S. Leonelli
2019eLife46 citations Open access
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Data management and best practice for plant science
S. Leonelli, R. Davey, E. Arnaud, G. Parry +1 more
2017Nature Plants46 citations
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Open Science and Epistemic Diversity: Friends or Foes?
S. Leonelli
2022Philosophia Scientiæ45 citations Open access
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‘Extreme’ organisms and the problem of generalization: interpreting the Krogh principle
Sara Green, Michael R. Dietrich, S. Leonelli, R. Ankeny
2018History and Philosophy of the Life Sciences44 citations Open access
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Open science, data sharing and solidarity: who benefits?
C. Staunton, C. A. Barragán, S. Canali, C. Ho +4 more
2021History and Philosophy of the Life Sciences40 citations Open access
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From FAIR data to fair data use: Methodological data fairness in health-related social media research
S. Leonelli, R. Lovell, B. Wheeler, L. Fleming +1 more
2021Big Data & Society37 citations Open access
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Data Science in Times of Pan(dem)ic
S. Leonelli
2020Issue 3.1, Winter 202137 citations Open access
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‘$100 Is Not Much To You’: Open Science and neglected accessibilities for scientific research in Africa
Louise Bezuidenhout, A. Kelly, S. Leonelli, B. Rappert
201737 citations Open access
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Progress on Open Science: Towards a Shared Research Knowledge System. Final Report of the Open Science Policy Platform
Eva Méndez, R. Lawrence, C. MacCallum, E. Moar +20 more
202035 citations
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Global Data Quality Assessment and the Situated Nature of "Best" Research Practices in Biology
S. Leonelli
2017Data Science Journal32 citations Open access
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The State of Open Data Report
John D. Treadway, M. Hahnel, S. Leonelli, D. Penny +5 more
201632 citations
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The changing climates of global health
T. Cousins, M. Pentecost, A. Alvergne, Clare I. R. Chandler +8 more
2021BMJ Global Health30 citations Open access
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Big Data in Environment and Human Health
L. Fleming, Niccoló Tempini, Harriet Gordon-Brown, G. Nichols +9 more
201730 citations
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Data Shadows
S. Leonelli, B. Rappert, G. Davies
201728 citations Open access
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Actionable data for precision oncology: Framing trustworthy evidence for exploratory research and clinical diagnostics.
Niccoló Tempini, S. Leonelli
2021Social Science & Medicine (1967)27 citations Open access
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From Dirty Data to Tidy Facts: Clustering Practices in Plant Phenomics and Business Cycle Analysis
M. Boumans, S. Leonelli
2019Data Journeys in the Sciences26 citations Open access
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Where health and environment meet: the use of invariant parameters in big data analysis
S. Leonelli, Niccoló Tempini
2018Synthese26 citations Open access
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The Time of Data: Timescales of Data Use in the Life Sciences
S. Leonelli
2018Philosophia Scientiæ25 citations Open access
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Concealment and discovery: The role of information security in biomedical data re-use
Niccoló Tempini, S. Leonelli
2018Social Studies of Science21 citations Open access
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Process epistemology in the COVID-19 era: rethinking the research process to avoid dangerous forms of reification
J. Dupré, S. Leonelli
2022European Journal for Philosophy of Science19 citations Open access
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Reframing the environment in data-intensive health sciences.
S. Canali, S. Leonelli
2022Studies in history and philosophy of science19 citations Open access
Semantic Scholar
Introduction: Section One - Genomic/DNA-Based Technologies in the Clinic and Beyond
S. Leonelli
201817 citations
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Experimenting with co-development: A qualitative study of gene drive research for malaria control in Mali.
S. Hartley, K. Ledingham, R. Owen, S. Leonelli +2 more
2021Social Science & Medicine (1967)13 citations Open access
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The Ontologies Community of Practice: An Initiative by the CGIAR Platform for Big Data in Agriculture
E. Arnaud, Marie-Angélique Laporte, Soonho Kim, C. Aubert +33 more
2020Social Science Research Network13 citations
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Organisms in Experimental Research
R. Ankeny, S. Leonelli
2021Handbook of the Historiography of Biology12 citations
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Using Repertoires to Explore Changing Practices in Recent Coral Research
R. Ankeny, S. Leonelli
202010 citations
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Open data: curation is under-resourced
S. Leonelli
2016Nature10 citations
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Accelerating agriculture: Data-intensive plant breeding and the use of genetic gain as an indicator for agricultural research and development.
H. F. Williamson, S. Leonelli
2022Studies in history and philosophy of science9 citations Open access
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The disruptive potential of data publication
S. Leonelli
2016Notes and Records: the Royal Society journal of the history of science9 citations Open access
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Mobilizing the Transnational History of Knowledge Flows. COVID-19 and the Politics of Research at the Borders
J. Krige, S. Leonelli
20217 citations Open access
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Introduction: Open Data and Africa
S. Leonelli, B. Rappert, Louise Bezuidenhout
2018Data Science Journal7 citations Open access
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