Key Concept: Heat moves through soil mainly via whatever fills the pore spaces between particles — air or water.
Why it's correct: Water conducts heat far better than air, so as moisture content rises, thermal conductivity rises sharply — making moisture the dominant, primary factor.
Why others fail: Soil color, organic matter, and texture do influence conductivity somewhat, but their effect is much smaller than the effect of how much water fills the pore spaces.