Nope, you specifically stated the "even if" tool was a political/policy decision. It does not serve to prove a scientific thesis in this case.
As for the rest, it is not metaphysical at all. Simply put, the observations about actual temperate change since the industrial revolution cannot be used as evidence for man-made climate change because closed and chaotic system is not understood well enough in a predictable (ie, scientific way) as to separate collosal historical trends which have pruduced in the past changes dwarfing anything observed in the last 200 years, from components directly attributable to human behavior.
In other words.. that A causes B.