What this dataset tests
Detect early coherence loss across Earth subsystems.
Inputs are mixed summaries from
paleo context
modern sensors
model state descriptors
Required outputs
coherence loss index
leading decoupled systems
phase lag shift
variance spike flag
transition proximity score
breakpoint evidence
