Confidence Score

This is a numerical value, usually between 0 and 1, that a model outputs to show how sure it is about its prediction. Think of it like a weather forecast giving a '70% chance of rain' – it's the model's estimated likelihood, not a guarantee. These scores are crucial for understanding model reliability and for setting thresholds on when to trust or escalate a model's output.