{
  "abstract": "IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: Session = LONDON — improves win rate from 31.6% to 36.4% (+4.8pp, n=22)\n\nSAME-WINDOW EFFECT: Applying a LONDON-only session filter would have excluded all 10 listed trades, since every entry timestamp falls outside the canonical London window (07:00–16:00 UTC) — the earliest is 00:43 UTC (NZDUSD) and the latest is 13:08 UTC (GBPUSD). Of the 10, 4 are closed wins, 2 are closed losses, and 4 are open/rejected — so the filter would have removed a net positive sample (4W/2L on closed trades). The claimed +4.8pp win-rate improvement from n=22 is not corroborated here; in fact, this window shows LONDON-filter would have eliminated profitable trades, suggesting the backtest edge may be period-specific or driven by a different pair/session definition.\n\nOVER-TIME PROJECTION: Over 3–6 months, a LONDON-only filter could reduce trade frequency by ~60–70% (given current entries span NY, Asia, and London overlaps).\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/a9qf1xvmxpk3j.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23490638",
  "fulltext_url": null,
  "id": "a9qf1xvmxpk3j",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23490638",
  "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": "2026-10-20",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/a9qf1xvmxpk3j.ris",
  "sources": [
    {
      "first_seen": "2026-11-03T12:21:27Z",
      "native_id": "23490638",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23490638"
    }
  ],
  "subjects": [],
  "title": "LAB #4418 NEUTRAL: LEDGER BENCH: Apply filter: Session = LONDON — improves win rate from 31.6% to 36.4% (+4.8pp, n=22) — E8 Intelligence Research",
  "title_text": "LAB #4418 NEUTRAL: LEDGER BENCH: Apply filter: Session = LONDON — improves win rate from 31.6% to 36.4% (+4.8pp, n=22) — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-11-03T12:21:27Z",
  "url": "https://research.draconitic.com/paper/a9qf1xvmxpk3j",
  "venue": "Zenodo",
  "versions": []
}