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Add confidence scores to ProofreadCorrection output #18
Description
It would be helpful for each ProofreadCorrection to include an optional confidence field (e.g., a float between 0 and 1) indicating the model's certainty in its suggestion. This can support better UX decisions, like when to auto-apply a correction or show it as optional or filter out.
Example 1:
"She going to the store."
{
"startIndex": 4,
"endIndex": 10,
"correction": "is going",
"type": "missing-words",
"explanation": "The verb 'is' is missing to form the correct present continuous tense.",
"confidence": 0.93
}Example 2:
"He walked the building."
{
"startIndex": 10,
"endIndex": 10,
"correction": "towards",
"type": "preposition",
"explanation": "A preposition is needed to indicate the relationship between 'walked' and 'the building'.",
"confidence": 0.55
}(towards, into, past, around are all valid)
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