{
  "abstract": "DECISION: REJECT ELEMENT: No single rule survives — the ≥6 confirmations filter is a statistical artifact, not an E8-geometry-compatible edge. EXPECTED IMPACT: Win-rate gain (+5.7pp) is real in backtest but profit-factor delta is unproven; likely reduces trade count by ~20-30%, cutting compounding and absolute PnL in live conditions. The filter does not align with Gods-Clock rhythm logic — it delays entries past optimal FADE polarity windows, degrading risk/reward on momentum breakouts. RISK: Overfits to recent low-volatility regimes; in trending markets, 6-confirmation lag causes late entries with wider stops, increasing max drawdown. Also removes occasional large winners (e.g., wkjudas GBPUSD LONG if it had been a winner), skewing the edge toward small wins and capped upside. TEST: Before any adoption, run a 90-day replay-bench on the live engine's historical tick data (E8-node timestamps) with two arms: (A) all signals, (B) ≥6 confirmations. Require ≥300 trades per arm, and\n\nAuthor: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com",
  "abstract_shown": true,
  "affiliations": [
    "Independent Researcher, United Kingdom"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 1,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Andrew Stewart Caldin"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/5cwjqrgdckb6c.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23446971",
  "fulltext_url": null,
  "id": "5cwjqrgdckb6c",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23446971",
  "language": "eng",
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [],
  "openalex": null,
  "pdf_url": null,
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-18",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/5cwjqrgdckb6c.ris",
  "sources": [
    {
      "first_seen": "2026-11-01T12:21:49Z",
      "native_id": "23446971",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23446971"
    }
  ],
  "subjects": [],
  "title": "MODEL ADOPTION #4177: REJECT — LEDGER BENCH: Apply filter: Min confirmations >= 6 — improves win rate from 32.6% to 38.3% — E8 Intelligence Research",
  "title_text": "MODEL ADOPTION #4177: REJECT — LEDGER BENCH: Apply filter: Min confirmations >= 6 — improves win rate from 32.6% to 38.3% — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-11-01T12:21:49Z",
  "url": "https://research.draconitic.com/paper/5cwjqrgdckb6c",
  "venue": "Zenodo",
  "versions": []
}