There is no science of social media. This is what happens when you are working with a relatively new field, with changing technologies, new platforms, and different functionality added every few months.
We have tools that we know work.
There are methods that anecdotally produce results.
And there are case studies of what can lead to a disaster.
But most importantly, we have very few absolutes.