{
  "abstract": "IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: Session = OFF_SESSION — improves win rate from 32.6% to 42.5% (+10.0pp, n=127)\n\nSAME-WINDOW EFFECT: Applying the OFF_SESSION filter to the live window above would have removed the three wkjudas trades (GBPUSD LONG, USDJPY SHORT, NZDUSD SHORT) and the two rizzy5m trades from 2026-08-27 (AUDUSD SHORT, XAUUSD SHORT) — all of which were losses or still open. That leaves only the rizzy5m GBPUSD SHORT (WIN), NZDUSD SHORT (WIN), and the rizzy7m AUDUSD SHORT (LOSS) — a 2/3 win rate (66.7%) versus the unfiltered 3/10 (30%). PnL delta is strongly positive, but the sample is tiny and the filter appears to be selecting for rizzy5m/7m intraday entries while discarding wkjudas entirely — which may be the real driver, not the session itself.\n\nOVER-TIME PROJECTION: Over 3–6 months, the +10pp win-rate gain (n=127) is plausible if OFF_SESSION entries cluster around London/NY overlap where volatility and trend persisten\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/8zawd5m4rf7y1.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23409978",
  "fulltext_url": null,
  "id": "8zawd5m4rf7y1",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23409978",
  "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/8zawd5m4rf7y1.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:18:23Z",
      "native_id": "23409978",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23409978"
    }
  ],
  "subjects": [],
  "title": "LAB #4140 PROMISING: LEDGER BENCH: Apply filter: Session = OFF_SESSION — improves win rate from 32.6% to 42.5% (+10.0pp, — E8 Intelligence Research",
  "title_text": "LAB #4140 PROMISING: LEDGER BENCH: Apply filter: Session = OFF_SESSION — improves win rate from 32.6% to 42.5% (+10.0pp, — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-10-30T12:34:20Z",
  "url": "https://research.draconitic.com/paper/8zawd5m4rf7y1",
  "venue": "Zenodo",
  "versions": []
}