"Multiple contradictions in logic are complex statements where two or more propositions, taken together, assert the logical impossibility of their own truth, often resulting in two mutually exclusive conclusions"

if you understand logic, you may grasp logic was not required to reach any analytic conclusions in multiple contradictions, scientific discourse does just fine without it and probably needs to jettison logic en route to new formats.