bigbounce
LEGACY / SUPERSEDED — Historical pipeline-quality note retained for audit context; it is not a current catalog-quality assertion.
930K X-ray sourcesSources
0Pre-dedup candidates
Legacy / supersededRate
~$1Est. cost
~8 secondsWall-clock

Key findings

01 Historical, unreconciled pipeline output — 298 anomalies from 930K sources (0.03% canonical top-cut)

02 Historical, unreconciled pipeline output — 73% novel (not in SIMBAD)

03 Historical, unreconciled pipeline output — 203 SIMBAD-unmatched X-ray sources near LMC (not independently confirmed discoveries)

04 Historical, unreconciled pipeline output — Cross-validation stability 81.5% — highest of all Path-C surveys

05 Historical, unreconciled pipeline output — Fast processing (8 seconds) due to tabular data

Pipeline

FieldValue
Model16-dim autoencoder latent + IsolationForest (100 trees)
WavelengthX-ray (0.2-8 keV)
Cost~$1
Runtime~8 seconds

Follow-up queue

No current follow-up is implied by this legacy/superseded record.