text: Below is an context that describes a sql query, paired with an question that provides further information. Write an answer that appropriately completes the request.  # noqa: E501
  ### Context:
  CREATE TABLE song (rating INTEGER, artist_name VARCHAR); CREATE TABLE artist (artist_name VARCHAR, gender VARCHAR)
  ### Question:
  What is the average rating of songs produced by female artists?
  ### Answer:
  SELECT AVG(T2.rating) FROM artist AS T1 JOIN song AS T2 ON T1.artist_name = T2.artist_name WHERE T1.gender = "Female"