{
  "abstract": "IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: Session = OFF_SESSION — improves win rate from 31.5% to 41.9% (+10.3pp, n=129)\n\nSAME-WINDOW EFFECT: Applying the OFF_SESSION filter would have blocked the two wkjudas entries on 2026-09-01 (GBPUSD LONG at 15:08 and USDJPY SHORT at 14:36) — both closed as LOSSES, removing 2 losing trades from the 10-trade window. It would also have blocked the rizzy5m EURJPY SHORT at 11:35 (REJECTED/open) and the rizzy7m AUDUSD LONG at 09:56 (REJECTED/open), but those were not closed outcomes. Net effect on the closed set: 6 wins, 2 losses remain (75% win rate vs. current 60%), and PnL improves by removing two full losses — though the sample is too small to attribute the +10.3pp backtest gain to this window alone.\n\nOVER-TIME PROJECTION: Over 3–6 months, the filter should reduce exposure during low-liquidity/off-session hours where spreads widen and false breakouts cluster — likely lifting win rate toward the 41.9% back\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/3skq5vcjy49p1.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23526010",
  "fulltext_url": null,
  "id": "3skq5vcjy49p1",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23526010",
  "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/3skq5vcjy49p1.ris",
  "sources": [
    {
      "first_seen": "2026-11-04T12:21:52Z",
      "native_id": "23526010",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23526010"
    }
  ],
  "subjects": [],
  "title": "LAB #4465 PROMISING: LEDGER BENCH: Apply filter: Session = OFF_SESSION — improves win rate from 31.5% to 41.9% (+10.3pp, — E8 Intelligence Research",
  "title_text": "LAB #4465 PROMISING: LEDGER BENCH: Apply filter: Session = OFF_SESSION — improves win rate from 31.5% to 41.9% (+10.3pp, — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-11-04T12:21:52Z",
  "url": "https://research.draconitic.com/paper/3skq5vcjy49p1",
  "venue": "Zenodo",
  "versions": []
}