machine learning - Gensim's Document similarity can be used as supervised classification? -

gensim has document similarity feature when inputted query document, outputs similarity of particular document documents has in index

1. can used "approximate" version of supervised classification?

2. i know gensim's word2vec uses deep learning, involved during above step?