Formulation of overarching research goals and aims.
Methodology
Development or design of methodology; creation of models.
Software
Programming, software development; code, pipeline, or algorithm creation.
Validation
Verification of results/experiments and reproducibility of findings.
Formal Analysis
Statistical, mathematical, or computational analysis.
Investigation
Conducting the research and investigation process; data collection.
Resources
Provision of study materials, instrumentation, computing resources, or data.
Data Curation
Annotating, cleaning, and maintaining research data for reuse.
Writing – Original Draft
Preparation and presentation of the initial draft.
Writing – Review & Editing
Critical review, commentary, or revision at any stage.
Visualization
Preparation of figures, tables, or visualizations.
Supervision
Oversight and leadership responsibility for research planning and execution.
Project Administration
Management and coordination responsibility for research activities.
Funding Acquisition
Acquisition of financial support for the project leading to this publication.
Declaratıon & Responsıbılıty
By completing and signing this form, the listed authors affirm that the stated roles accurately reflect their individual contributions. All authors have reviewed and approved the final version of the manuscript and agree to be accountable for all aspects of the work.
The corresponding author confirms that all co-authors have reviewed and approved their declared contributions and submits this form on behalf of all authors.