RFC-004: Evidence & Confidence Model
RFC-004: Evidence & Confidence Model
PRIVATE AND PROPRIETARY — NOT A PUBLIC RFC. Owned by Kanjani AI Research & Causum. See NOTICE.md.
1. Purpose
Ensure all conversions are auditable.
2. Evidence Object
{
“type”: “doc | example | inference”,
“source”: “string”,
“description”: “string”
}
3. Confidence Calculation
Confidence SHALL be derived from:
| Factor | Weight |
|---|---|
| Exact schema match | High |
| Semantic similarity | Medium |
| Inference | Low |
4. Output Requirement
{
“confidence”: 0.82,
“evidence”: [],
“human_review_required”: true
}