{
  "schema_version": 1,
  "title": "Repro - ECL Calibration under Covariate Shift (gFPPTokv9C)",
  "emoji": "\ud83d\udccf",
  "space_id": "DineshAI/gFPPTokv9C",
  "paper": {
    "arxiv_id": "2605.21552",
    "openreview_id": "gFPPTokv9C",
    "title": "Expectation Consistency Loss: Rethink Confidence Calibration under Covariate Shift"
  },
  "tags": [
    "icml2026-repro",
    "paper-gFPPTokv9C"
  ],
  "updated_at": "2026-07-23T22:06:16+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - ECL Calibration under Covariate Shift (gFPPTokv9C)",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-iff",
        "title": "Claim 1+2 \u2014 Calibration-transfer iff + compatibility",
        "file": "pages/claim-iff/page.md",
        "children": []
      },
      {
        "slug": "methods-environment",
        "title": "Methods & environment",
        "file": "pages/methods-environment/page.md",
        "children": []
      },
      {
        "slug": "negative-controls",
        "title": "Negative controls",
        "file": "pages/negative-controls/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "claim-ecl-complexity",
        "title": "Claim 1 \u2014 ECL sample complexity + calibration",
        "file": "pages/claim-ecl-complexity/page.md",
        "children": []
      },
      {
        "slug": "campaign-2026-07-24",
        "title": "2026-07-24 cumulative reproduction",
        "file": "pages/campaign-2026-07-24/page.md",
        "children": []
      },
      {
        "slug": "claim-2-soft-proof-2026-07-24",
        "title": "Claim 2 \u2014 Corrected soft-bin proof",
        "file": "pages/claim-2-soft-proof-2026-07-24/page.md",
        "children": []
      },
      {
        "slug": "claim-4-real-mnist-2026-07-24",
        "title": "Claim 4 \u2014 Full-MNIST Appendix F check",
        "file": "pages/claim-4-real-mnist-2026-07-24/page.md",
        "children": []
      },
      {
        "slug": "claim-5-four-routes-2026-07-24",
        "title": "Claim 5 \u2014 Four routes and BLOCKED verdict",
        "file": "pages/claim-5-four-routes-2026-07-24/page.md",
        "children": []
      },
      {
        "slug": "claim-6-table1-falsification-2026-07-24",
        "title": "Claim 6 \u2014 Exact Table 1 falsification",
        "file": "pages/claim-6-table1-falsification-2026-07-24/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 1425,
  "revision": "27f6b268ab59e159c572033852f62bb9a884088e"
}