If I'm allowed to resuscitate the subject I'd say there should be no confusion as long as we adopt the following definitions.
The heat [Δ]Q transferred to an object and the resulting change [Δ]T in temperature are proportional:
[Δ]Q = C[Δ]T
where
C, the proportionality constant, is called the
heat capacity of the object. Thus the units of heat capacity are J/K.
C applies to a specific object and depends both on its mass and on the substance from which it's made.
One usually characterizes different substances in terms of
c,
specific heat, or
heat capacity per unit mass. The heat capacity of an object is then the product of its mass m and specific heat, and we write:
Q = mc[Δ]T
The SI units of specific heat are J/(kg.K)
The "specificity" in this case refers to the unit of mass. So would be with specific volume, specific (electrical) charge, and specific humidity.