source boundary
frontier-owneddeclared
A source record is provenance. It supports a finding only through evidence atoms, extraction spans, and reviewed finding bundles.
frontiers / frontier
Source record
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frontier-ownedA source record is provenance. It supports a finding only through evidence atoms, extraction spans, and reviewed finding bundles.
finding bindings
record contextFindings bound to this source through source ids, evidence atoms, provenance, or reviewed source-record slots.
evidence atoms
materializedEvidence atoms pin exact spans, measurements, selectors, or curation assertions to the source.
review context
inspectable2 reviewable changes and 0 evaluations are attached through this source or its findings.
Locator and citation
locator
title:Population inference methods (Talbot & Thrane, Mandel & Colón)
imported
2026-05-29T02:16:32.225502+00:00
extraction mode
manual_curation
authors
reviewer:will-blair
Caveats
No source-specific caveats are recorded.
Bayesian hierarchical inference on multi-event catalogs can distinguish formation pathways (common envelope vs. dynamical) with > 90% posterior mass concentration if spin-mass population correlations are sufficiently strong (|ρ| > 0.3).
events
vev_fe56ad065d7e828dfinding.assertedManual finding added to frontier state
reviewer:will-blair · 2026-05-29
vev_74ec6f675c7dbf34finding.caveatedVerifier caution: Claim that hierarchical inference can distinguish formation pathways with >90% posterior mass if |ρ| > 0.3 is implementation-specific and not universally established. No citation provided to verify this threshold.
reviewer:will-blair · 2026-05-29
reviewable changes
vpr_62c9b112f1ba0326finding.addManual finding added to frontier state
applied · reviewer:will-blair · 2026-05-29
vpr_dcd6e18284d51c6efinding.caveatVerifier caution: Claim that hierarchical inference can distinguish formation pathways with >90% posterior mass if |ρ| > 0.3 is implementation-specific and not universally established. No citation provided to verify this threshold.
applied · reviewer:will-blair · 2026-05-29
evaluations
No evaluation rows are attached.