Nonprofit crowdsourcing platforms such as food recovery organizations rely on volunteers to perform time sensitive tasks. Thus, their success crucially depends on efficient volunteer utilization and engagement. To encourage volunteers to complete a task, platforms use nudging mechanisms to...

Volunteer crowdsourcing platforms match volunteers with tasks which are often recurring. To ensure completion of such tasks, platforms frequently use a lever known as ``adoption,'' which amounts to a commitment by the volunteer to repeatedly perform the task. Despite reducing match uncertainty,...