jaumzaum said:
1) What is 400? Is it the unit and is that what the "unit" in unitless stands for?
2) What is Kelvin? I know it is the unit of measure, but is that what the unit in unitless stands for?
I think you're getting confused about general dimensional analysis. Our very own
@Orodruin has a nice discussion of dimensions and units in his textbook. The gist of it is this,
For each independent physical dimension ##\mathrm{X}## we choose a base unit, ##u_X##. For instance, in the SI, the dimension 'length, ##L##' is assigned a base unit of metres, ##u_L = \text{m}##. A physical quantity ##p## that has dimensions of ##X## is a product of a measured value ##\lambda_p## (a dimensionless number) and the corresponding base unit, i.e. ##p = \lambda_p u_X##. Using the same example as before, you might say ##\mathscr{l} = 3\text{m}##. But you can also have derived quantities whose dimensions are products of powers of the base dimensions, in which case the dimensions ##[p]## and derived unit ##u_p## respectively of this quantity are $$[p] = \prod_i {X_i}^{\alpha_i} \,, \quad \quad u_p = \prod_i {u_{X_i}}^{\alpha_i}$$For instance, velocity has dimensions ##[v] = \text{L}^1\text{T}^{-1}##, whilst its derived unit in the SI is ##u_v = \text{m}^{1}\text{s}^{-1}##. Another important thing is that for any physical dimension there are infinitely many possible choices of base units. It's important that the physical quantity is independent of whatever choice of base units:$$p = \lambda_{p} u_p = \lambda_{p}' u_p'$$That's basically just saying something like ##\mathscr{l} = 1\text{m} = 3.28 \text{ft}##.
So when you write ##T = 400\text{K}##, all it means is that the "##400##" part is the measured value of temperature in Kelvins, and is a dimensionless number, whilst the ##\text{K}## part is the unit. The product of the two gives you a dimensional, unitful quantity ##T##. Temperatures are actually a bit funny when it comes to units, but that's a whole other story
On the other hand, a dimensionless quantity is one for which the exponents ##\alpha_i## in the products shown above are all zero. Dimensionless quantities do not carry units, and they're
scale invariant.
jaumzaum said:
Also, temperature is a scalar quantity because it is not a vector. Is t classification of a vector/scalar quantity a third classification, or is "scalar" the same as dimensionless or unitless?
A scalar could be dimensionless or dimensional. It could be "the number of molecules of oxygen within a ##5\mathrm{cm}## radius of a point", which doesn't have dimensions, or "the mass of a particle", which does have dimensions.
The definition of a scalar is just a coordinate independent number,$$\phi(x) = \phi'(x')$$