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
boundLensing magnification bias in time-delay cosmography will remain a 3–5% systematic through 2027 because source-lens alignment and microlensing multiply degenerately; hierarchical inference over 8+ systems will reduce bias to <2%.
inspect finding →
source binding
source-boundvs_bf206ebdb2ef9b61
inspect source →
review context
unverified1 reviewable changes and 0 evaluation records target this atom or its bound objects.
Evidence statement
Lensing magnification bias in time-delay cosmography will remain a 3–5% systematic through 2027 because source-lens alignment and microlensing multiply degenerately; hierarchical inference over 8+ systems will reduce bias to <2%.
extraction method
manual_curation
support relation
unknown
condition refs
vcnd_a4cdd514d347336c
Caveats
events
vev_113d87872699888efinding.assertedManual finding added to frontier state
reviewer:will-blair · 2026-05-29
reviewable changes
vpr_cf088c409f5ada9cfinding.addManual finding added to frontier state
applied · reviewer:will-blair · 2026-05-29
evaluations
No evaluation rows are attached.