After submitting a task, you are prompted with the confirmation page at turingcompute.net/submit_task. If you refresh that page, you end up resubmitting the same job, as you are presented with a new job-id, and a new task is listed in your 'My jobs' page.
Reproducing this issue
This is readily reproducible by taking the Hello World - Bash published job, submitting the task, refreshing the page, and checking your listed jobs.