Code created in Mongoose to update a subdocument was not working.  So I tried to update the subdocument within the Mongo Shell.
This is the document (location) and subdocument (review):
{
"_id" : ObjectId("56d8c73314fbc7e702cfb8c4"),
"name" : "Costly",
"address" : "150, Super Street",
"coords" : [
    -0.9630884,
    51.451041
],
"reviews" : [
    {
        "author" : "kyle riggen1",
        "_id" : ObjectId("56d8de74cc7f953efd8455d9"),
        "rating" : 4,
        "timestamp" : ISODate("2015-06-01T06:00:00Z"),
        "reviewText" : "will the ID work?"
    }
],
"rating" : 0,
"__v" : 2
}
Here are some of my attempts at updating the subdocument:
This question gave this format:
update({ 
       _id: "56d8c73314fbc7e702cfb8c4", 
       "reviews._id": ObjectId("56d8de74cc7f953efd8455d9")
   },{
       $set: {"reviews.$.rating": 1}
   }, false, true
);
This returned an error of "update is not defined" as shown:
2016-03-03T22:52:44.445-0700 E QUERY    [thread1] ReferenceError: update is not defined :
@(shell):1:1
Which I think is because the command did not start with db.locations.update()
MongoDB documentation used this format:
db.locations.update(
   {
     _id: "56d8c73314fbc7e702cfb8c4",
     review: { $elemMatch: { author: "kyle riggen1" } }
   },
   { $set: { "location.$.rating" : 1 } }
)
This returns a valid update but the update didn't actually happen as shown:
WriteResult({ "nMatched" : 0, "nUpserted" : 0, "nModified" : 0 })
This question used this format:
db.locations.update({
    _id: "56d8c73314fbc7e702cfb8c4",
    'review.author': 'kyle riggen1'
  },
  { $set: { 'review.$.rating': 1 }}
)
This returns the same as the MongoDB documentation as shown here:
WriteResult({ "nMatched" : 0, "nUpserted" : 0, "nModified" : 0 })
So these queries I guess are working but my data is not getting updated. Would my data be indexed wrong perhaps? The actual location is able to be updated even through a Mongoose API.