evidence boundary
unknowntheoretical
An evidence atom is an inspectable support unit. It is not a finding by itself; it supports or challenges a finding through review.
frontiers / frontier
Evidence atom
back to sourcesevidence boundary
unknownAn evidence atom is an inspectable support unit. It is not a finding by itself; it supports or challenges a finding through review.
finding binding
boundMachine learning models trained on gravitational-wave signals can predict mass-gap membership with 9% error for chirp mass and 6% for neutron-star classification in O4a events, but require binary mass ratio information for lower-mass systems.
inspect finding →
source binding
source-boundvs_a50f17501d14a999
inspect source →
review context
unverified1 reviewable changes and 0 evaluation records target this atom or its bound objects.
Evidence statement
Machine learning models trained on gravitational-wave signals can predict mass-gap membership with 9% error for chirp mass and 6% for neutron-star classification in O4a events, but require binary mass ratio information for lower-mass systems.
extraction method
manual_curation
support relation
unknown
condition refs
vcnd_1a69ed5ff7a9284b
Caveats
events
vev_63277ee7f6215c1dfinding.assertedManual finding added to frontier state
reviewer:will-blair · 2026-05-29
reviewable changes
vpr_f98316fac174e15bfinding.addManual finding added to frontier state
applied · reviewer:will-blair · 2026-05-29
evaluations
No evaluation rows are attached.