{
  "abstract": "DECISION: REJECT ELEMENT: No single rule survives — the OFF_SESSION filter is a proxy for signal-source quality (wkjudas underperformance), not a session-time edge. Adopting it would mask the real confound and reduce trade frequency without isolating the causal driver. EXPECTED IMPACT: Win-rate gain is likely spurious (+10pp on n=127, with 3/10 live window showing filter removes all wkjudas — a source bias, not session effect). Absolute PnL would likely drop due to fewer trades, and the filter would not survive regime shifts (e.g., high-vol news sessions where OFF_SESSION entries are actually worse). RISK: Overfitting to summer low-vol regime; discarding wkjudas entirely without testing its standalone quality; session filter may correlate with E8 geometry phase (e.g., OFF_SESSION often aligns with non-optimal God's Clock windows), creating a hidden timing conflict. TEST: Before any adoption, run a 90-day replay-bench on historical tick data (2023–2025) with the following exact\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/0ybp05ttcwjdv.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23409986",
  "fulltext_url": null,
  "id": "0ybp05ttcwjdv",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23409986",
  "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": "2026-10-16",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/0ybp05ttcwjdv.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:18:23Z",
      "native_id": "23409986",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23409986"
    }
  ],
  "subjects": [],
  "title": "MODEL ADOPTION #4140: REJECT — LEDGER BENCH: Apply filter: Session = OFF_SESSION — improves win rate from 32.6% to 42.5% — E8 Intelligence Research",
  "title_text": "MODEL ADOPTION #4140: REJECT — LEDGER BENCH: Apply filter: Session = OFF_SESSION — improves win rate from 32.6% to 42.5% — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-10-30T12:34:20Z",
  "url": "https://research.draconitic.com/paper/0ybp05ttcwjdv",
  "venue": "Zenodo",
  "versions": []
}