RandomForestClassifier : binary classification scores
Referring to http://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html, you are using teh predict method to derive the binary response.  If you call predict_proba, you will get an array of probabilities corresponding to the binary response.