| Conceptualization: Ideas; formulation or evolution of overarching research goals and aims. |
80 |
90 |
10 |
90 |
| Data Curation: Management activities to annotate (produce metadata), scrub data and maintain research data (including software code, where it is necessary for interpreting the data itself) for initial use and later reuse. |
100 |
80 |
50 |
100 |
| Formal Analysis: Application of statistical, mathematical, computational, or other formal techniques to analyze or synthesize study data. |
100 |
50 |
40 |
100 |
| Funding Acquisition: Acquisition of the financial support for the project leading to this publication. |
0 |
0 |
0 |
0 |
| Investigation: Conducting a research and investigation process, specifically performing the experiments, or data/evidence collection. |
100 |
80 |
20 |
100 |
| Methodology: Development or design of methodology; creation of models |
90 |
80 |
30 |
100 |
| Project Administration: Management and coordination responsibility for the research activity planning and execution. |
0 |
0 |
0 |
0 |
| Resources: Provision of study materials, reagents, materials, patients, laboratory samples, animals, instrumentation, computing resources, or other analysis tools. |
0 |
0 |
0 |
0 |
| Software: Programming, software development; designing computer programs; implementation of the computer code and supporting algorithms; testing of existing code components. |
100 |
50 |
50 |
100 |
| Supervision: Oversight and leadership responsibility for the research activity planning and execution, including mentorship external to the core team. |
0 |
80 |
0 |
0 |
| Validation: Verification, whether as a part of the activity or separate, of the overall replication/reproducibility of results/experiments and other research outputs. |
100 |
80 |
20 |
100 |
| Visualization: Preparation, creation and/or presentation of the published work, specifically visualization/data presentation. |
100 |
50 |
0 |
100 |
| Writing – Original Draft Preparation: Creation and/or presentation of the published work, specifically writing the initial draft (including substantive translation). |
100 |
70 |
10 |
100 |
| Writing – Review & Editing: Preparation, creation and/or presentation of the published work by those from the original research group, specifically critical review, commentary or revision – including pre- or post-publication stages. |
30 |
50 |
20 |
50 |