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  "limitations": "Oracle-span and predicted-span classification reported separately. Boundaries use fixed 0.5 onset threshold and native-feature interpolation; IoU matching uses Hungarian assignment.",
  "domain": "p3_validation",
  "phase": "gemini",
  "split_scope": "Fixed identical held-out audio selection before and after fine-tuning"
}