Confidently incorrect
Confidently incorrect is the phrase people use for an assistant's wrong answer delivered in the tone of a right one, with no hedge, no source and no sign that it was a guess. IZeat's rule against it is that a number is never dressed as a measurement: an estimate says "about" and is stored as estimated, a label figure names the label, and the day is marked estimated when one item is.
Confidence is not the problem; unearned confidence is. A weighed food from a label deserves a plain figure, and a plate photo deserves questions before any number: how much, cooked in what. The reply's words follow the source, so a customer reading "about 480 kcal, estimated" knows what kind of number it is, and the web app shows the same mark next to it.
The phrase comes from the people IZeat most wants to convince, those who tried logging by chat and stopped trusting the totals. Their objection is met with a source on every number, not with an argument; it is also met with a reply that never claims a precision it does not have and never answers a picture with a figure.
Put it into practice: Photos.
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