The ODE (Overview, Data, and Execution) protocol for a standardized use of machine learning in environmental, social and related interdisciplinary sciences. - Samuel Seuru; Volker Grimm; C. Michael Barton; Liliana Pérez; Navid Mahdizadeh Gharakhanlou; Raja Sengupta 001; Alejandro Miguel Dagnino (Environ. Model. Softw., 2026)