Conceptualization
Formulation of overarching research goals and aims.
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Formulation of overarching research goals and aims.
Development or design of methodology; creation of models.
Programming, software development; code, pipeline, or algorithm creation.
Verification of results/experiments and reproducibility of findings.
Statistical, mathematical, or computational analysis.
Conducting the research and investigation process; data collection.
Provision of study materials, instrumentation, computing resources, or data.
Annotating, cleaning, and maintaining research data for reuse.
Preparation and presentation of the initial draft.
Critical review, commentary, or revision at any stage.
Preparation of figures, tables, or visualizations.
Oversight and leadership responsibility for research planning and execution.
Management and coordination responsibility for research activities.
Acquisition of financial support for the project leading to this publication.
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