Edibility
A four-rung ladder from 'unmistakable' to 'do not touch'.
The four-rung ladder
We don't sort mushrooms into 'edible' and 'poisonous'. We sort them into how much certainty you need before they're food. It's a ladder, and you climb it one careful step at a time.
The rungs
1 unmistakable nothing toxic looks like it 2 learnable one or two key checks 3 expert-only needs microscopy or context 4 do not touch lookalikes can be lethal
The rule
Never eat anything you can't name with your own eyes, hands, and a spore print. If you need the app to be sure, you aren't sure — and that's fine. Walk away and learn it for next time.