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Exp Foodweb Nonreciprocal Omnivory Reactivity Threshold Gpu Gpu 79
Across 20 sampled GPU payloads, `omega_c_estimate` consistently landed at interior values around 2.07 to 2.34 at N=4096 with zero bracket width, `last_reactive_fraction` stayed 1.0, `last_mean_max_eval` stayed strongly positive around 2.18 to 2.33, `last_middle_mass` stayed near 0.34 to 0.35, `last_localization_score` stayed high around 59 to 60, and coherence plus loop asymmetry remained stable around 0.60 and 0.365 while omnivory shortcut fraction stayed around 0.25 to 0.27.
CONFIRMED. Omnivory shortcuts do trigger a clean interior onset of positive symmetric reactivity when the food web is held just below the earlier nonreciprocal threshold. The effect is highly consistent across sampled GPU hosts and remains interpretable as a middle-layer-heavy localized reactive mode rather than a noisy edge case.
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