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Class ContentSafetyLabel

Each label will be returned with a confidence score and a severity score. It is important to note that these two keys measure two very different things. The severity key will produce a score that shows how severe the flagged content is on a scale of 0–1. For example, a natural disaster with mass casualties would be a 1, whereas a wind storm that broke a lamppost would be a 0.1.

In comparison, confidence displays how confident the model was in predicting the label it predicted, also on a scale of 0-1.

We can break this down further by reviewing the following label:

    "labels": [
        {
            "label": "health_issues",
            "confidence": 0.8225132822990417,
            "severity": 0.15090347826480865
        }
    ],

In the above example, the Content Safety model is indicating it is 82.25% confident that the spoken content is about Health Issues; however, it is measured at a low severity of 0.1509. This means the model is very confident the content is about health issues, but the content was not severe in nature (ie, was likely about a minor health issue).

Hierarchy

  • ContentSafetyLabel

Index

Constructors

Properties

Constructors

constructor

Properties

Optional confidence

confidence?: number

How confident the model was in predicting the label it predicted on a scale of 0-1.

Optional label

label?: string

The text description of the safety issue.

Optional severity

severity?: number

A score that shows how severe the flagged content is on a scale of 0–1. For example, a natural disaster with mass casualties would be a 1, whereas a wind storm that broke a lamppost would be a 0.1.

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