They are inherently different measures.  Probability measures the
likelihood that  a protein was seen based on the matched peptide evidence.
 The confidence measure is a lower bound estimate that takes a different
approach and considers the proteins identified and among these the numbers
and qualities of peptides seen,  it then builds a model based on the number
of peptides you would expect by random chance to hit a protein of a given
length.  Intuitively, a protein can have a low confidence but high
probability if it is very long and has some high scoring peptides matching
to it.

-David


On Mon, Feb 24, 2014 at 5:33 PM, Maryam Afkarian
<maryamafkar...@gmail.com>wrote:

> How can a protein identification from prot.xml have a very high
> probability (e.g. 1) but a low confidence (e.g. 0.295 from a real example)?
>
>
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