Really? We are far from really understanding gravity, but I can very confidently tell you that if I kick a ball its trajectory will be a parabola (roughly, as a first order approximation and ignoring things like friction, which we can also calculate to a decent approximation). We can say where it will fall and give some confidence interval depending on the conditions and such. There is nothing unscientific about it.
Thermodynamics is not magic. In the same way that we can predict the evolution of climate without knowing where every single cloud will be, we can make statements about the evolution of large systems even though our knowledge of their state is imperfect. Again, nothing unscientific about it.