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Article
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AI-assigned paper type based on the abstract. Classification may not be perfect — flag errors using the feedback button.
Tier 2
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Original research — experimental, observational, or case-control study. Direct primary evidence.
Marine & Wildlife
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Making waves: Topic modeling discovers trending topics in global research on the ecosystem impacts of microplastics
Zenodo (CERN European Organization for Nuclear Research)
2023
Kailin Gong,
Wei Zhang,
Shuangqing Hu,
Peng Cheng,
Jiaqi Tan
Summary
This is the methodology file for a topic modeling study that used machine learning to analyze trends in global microplastics research. The study identified emerging research themes in the scientific literature on microplastic impacts on ecosystems.
This is the method file for Making waves: Topic modeling discovers trending topics in global research on the ecosystem impacts of microplastics. It introduces the research methods and reliability we used in the main text.