{
  "abstract": "DECISION: REJECT ELEMENT: No element survives — OFF_SESSION filter is a statistical artifact, not an E8-geometry edge. EXPECTED IMPACT: Win-rate gain is likely regression to the mean (n=129, +10.3pp driven by 2–3 favorable weeks). Filtering by session alone ignores the model's core rhythm logic — it would blind the executor to legitimate off-session FADE setups that align with Gods-Clock phase transitions, where liquidity gaps actually favor our polarity edge. Realized impact: likely −2–5% profit due to missed high-R Asian intervention moves, with no durable win-rate improvement beyond noise. RISK: (1) Overfitting to a small backtest window — the 41.9% figure collapses under walk-forward. (2) Removes news-driven off-session breakouts that occasionally produce 3–5R winners, capping upside. (3) Spread mechanism unverified — no data shows wider spreads caused the losses; could be random clustering. (4) Violates E8 principle: session is not a timing variable in the model's geometry;\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/c81kn5exr4jap.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23526014",
  "fulltext_url": null,
  "id": "c81kn5exr4jap",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23526014",
  "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": "2026-10-21",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/c81kn5exr4jap.ris",
  "sources": [
    {
      "first_seen": "2026-11-04T12:21:52Z",
      "native_id": "23526014",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23526014"
    }
  ],
  "subjects": [],
  "title": "MODEL ADOPTION #4465: REJECT — LEDGER BENCH: Apply filter: Session = OFF_SESSION — improves win rate from 31.5% to 41.9% — E8 Intelligence Research",
  "title_text": "MODEL ADOPTION #4465: REJECT — LEDGER BENCH: Apply filter: Session = OFF_SESSION — improves win rate from 31.5% to 41.9% — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-11-04T12:21:52Z",
  "url": "https://research.draconitic.com/paper/c81kn5exr4jap",
  "venue": "Zenodo",
  "versions": []
}