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Hunter

634 papers · MFC · OTHER · MEC · REVIEW · MES · MSC · MERC · MBES · MDC · FUNDAMENTAL · MNRC · MMRC · MESNORK · not_BES · MCDI · MEFS · updated 2026-05-11

Violations are claims our physics-constraint checker flagged as impossible. Opportunities are parameter combinations our priors predict will work but no paper has tried. Anomalies are statistical outliers — either errors or breakthroughs. Click any card to see the source paper.

Corpus version v2-2026-05-11 · generated 2026-05-11T22:39:46Z · methodology

  • Each violation is strictly revalidated by scripts/hunter/build_hunter_jsons.py before display.
  • Strict revalidator drops upstream flags whose strict inputs (e.g. cell voltage for V·I) are unavailable or whose magnitude ratio falls within reporting tolerance.
  • Bayesian z-score on Violation cards is diagnostic only — not used to gate flags.
  • Outliers column uses the *predictive* z = (x − μ) / √(τ² + σ_within²) on the hierarchical-priors-v1 posterior, system-class-specific when n_papers ≥ 8 else global pooled.
  • Outliers exclude papers already in Violations or Anomalies to avoid double-counting.
  • Opportunities engine not yet implemented; column is empty by design.