{ "model": "llama-3.1-8b-instant", "method": "few-shot LLM prompting with strict JSON output", "confidence_method": "normalized five-class LLM score distribution with top-two margin", "temperature": 0.0, "intents": [ "asking_mental_health_question", "goodbye", "gratitude", "greeting", "out_of_scope" ], "accuracy": 1.0, "num_cases": 25, "routing_note": "Mental-health content overrides greeting or gratitude." }