Second, after scoring with several passes, when I snap it, it ends up
breaking only partially along the line (and the rest breaks away at a
short angle).

One solution, would be to just be more careful on scoring the line and
then scoring even deeper with more multiple passes.

Yes, and if having a problem, score BOTH sides then break it over a long
straight edge like a 2X4 on edge