The probability of escape is 0.368


I trust that you calculated an answer from the formula and did not attempt to read it off the graph !

When d = λ , P = exp(-1) = 0.368

i.e. escape of the electron in a direction normal to the surface and without inelastic scattering occurs with a 37% probability.

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