I think there is some confusion between what is a "dimension" and what is a "degree of freedom". "Dimension" usually means a degree of freedom that has a linear structure to it, while a "degree of freedom" is a more general notion, indicating only that one thing is independent of another.
In my opinion time is the only dimension. It is the progression of events and is closely related to the concept of mass, energy, causation, inertia, etc. It's arithmetics.
Space is more like the character of events, the attributes and possibilities that permeate each instance of time. We usually find 3 independent spatial attributes, but without time, they are simply degrees of freedom without any intrinsic order. With time, however, these 3 spatial attributes give meaning to force and momentum, velocity and position, as opposed to simply distance, speed, and energy. Sometimes we pay more attention to spatial relations than we do to temporal ones, as in the analysis of conservative fields. It's just a shift of emphasis, however, for making calculations and real-life application easier.
When so-called "mass-energy" is present, it must be conserved and cannot exceed the speed c as observed locally. If there were no mass-energy involved, however, then conservation, inertia, c, etc. all go out of the window. In fact, even relations such as position, velocity, acceleration, ... and time itself no longer mean anything without mass-energy. It makes reality different from imagination.