{
  "abstract": "DECISION: REJECT ELEMENT: No single rule survives — the LONDON_OPEN filter is a session heuristic, not an E8 geometry timing constraint. It contradicts the model's core rhythm logic (Gods-Clock) which already encodes session boundaries via phase transitions. Adding a hard filter would double-count time structure and likely discard high-volatility setups that E8 intentionally targets during Asian/New York overlap. EXPECTED IMPACT: +0.0pp win-rate in live — the +3.6pp backtest edge is likely an artifact of n=356 with regime clustering (summer thin liquidity). The live window's neutral PnL delta confirms no real profit gain. Over 3-6 months, the edge would decay to <1pp due to session-boundary drift and slippage, while increasing missed-trade opportunity cost. RISK: Overfitting to a single session; wkjudas and rizzy5m/7m are not session-designed — they rely on momentum bursts that occur across all hours. Filtering to LONDON_OPEN would reduce trade frequency by ~40%, starve the model\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/da2kec54dftec.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23446841",
  "fulltext_url": null,
  "id": "da2kec54dftec",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23446841",
  "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": [],
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  "pdf_url": null,
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-18",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/da2kec54dftec.ris",
  "sources": [
    {
      "first_seen": "2026-11-01T12:21:53Z",
      "native_id": "23446841",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23446841"
    }
  ],
  "subjects": [],
  "title": "MODEL ADOPTION #4171: REJECT — LEDGER BENCH: Apply filter: Session = LONDON_OPEN — improves win rate from 32.6% to 36.2% — E8 Intelligence Research",
  "title_text": "MODEL ADOPTION #4171: REJECT — LEDGER BENCH: Apply filter: Session = LONDON_OPEN — improves win rate from 32.6% to 36.2% — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-11-01T12:21:53Z",
  "url": "https://research.draconitic.com/paper/da2kec54dftec",
  "venue": "Zenodo",
  "versions": []
}