Reproducibility · surveys
Survey data & QC
Every astronomical survey the anomaly-detection program has processed, organized by whether it clears the survey-hard publication bar — a strict standard, not a pass/fail on the survey's real astronomical data.
0 of 8 surveys currently clear the survey-hard bar — this is a disclosed null, not a pipeline failure. Every row below is a historical, unreconciled exploratory-pipeline record: candidate counts are legacy artifacts of an earlier autoencoder scan, superseded by the current DESI DR1 anomaly-discovery flagship (the 1,244-object v2 catalogue on /reproduce#releases). None of these legacy runs is asserted as a current, publication-grade catalog, and none provides evidence for a bounce on its own — that is exactly why the bar reads zero, and it is stated here rather than left unexplained.
| Survey | Sources | Pre-dedup candidates | Survey-hard bar | Why |
|---|---|---|---|---|
| DESI DR1Optical | 22.5M spectra | suppressed (superseded) | does not clear | LEGACY / SUPERSEDED — Historical pipeline-quality note retained for audit context; it is not a current catalog-quality assertion. |
| LAMOST DR10Optical | 11.4M spectra | suppressed (superseded) | does not clear | LEGACY / SUPERSEDED — Historical pipeline-quality note retained for audit context; it is not a current catalog-quality assertion. |
| SDSS DR18Optical | 2.3M spectra | suppressed (superseded) | does not clear | LEGACY / SUPERSEDED — Historical pipeline-quality note retained for audit context; it is not a current catalog-quality assertion. |
| eROSITA DR1X-ray | 930K X-ray sources | suppressed (superseded) | does not clear | LEGACY / SUPERSEDED — Historical pipeline-quality note retained for audit context; it is not a current catalog-quality assertion. |
| Gaia DR3Optical | 50K variables | suppressed (superseded) | does not clear | LEGACY / SUPERSEDED — Historical pipeline-quality note retained for audit context; it is not a current catalog-quality assertion. |
| NEOWISEInfrared | 43.5K sources | suppressed (superseded) | does not clear | LEGACY / SUPERSEDED — Historical pipeline-quality note retained for audit context; it is not a current catalog-quality assertion. |
| Planck CMBMicrowave | 20K patches | suppressed (superseded) | does not clear | LEGACY / SUPERSEDED — Historical pipeline-quality note retained for audit context; it is not a current catalog-quality assertion. |
| ACT DR6Microwave | 20K patches | suppressed (superseded) | does not clear | LEGACY / SUPERSEDED — Historical pipeline-quality note retained for audit context; it is not a current catalog-quality assertion. |