What exactly was initialize_on_precompile used for?

I'm having trouble understanding what initialize_on_precompile was used for. What exactly did it mean for it to be false (especially as it relates to Heroku)? What did it mean for it to be true?

Apologies if this question is too broad/vague, but I can't seem to find the answer anywhere.