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Handle percentage as int
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parent
5254bfd00e
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@ -15,7 +15,6 @@ class ReviewMetadata(BaseModel):
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)
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)
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confidence: float = Field(
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confidence: float = Field(
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ge=0.0,
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ge=0.0,
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le=1.0,
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description="Confidence in the analysis, from 0 to 1.",
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description="Confidence in the analysis, from 0 to 1.",
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)
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)
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potential_threat_level: int = Field(
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potential_threat_level: int = Field(
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@ -181,6 +181,10 @@ Each line represents a detection state, not necessarily unique individuals. Pare
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try:
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try:
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metadata = ReviewMetadata.model_validate_json(clean_json)
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metadata = ReviewMetadata.model_validate_json(clean_json)
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# Normalize confidence if model returned a percentage (e.g. 85 instead of 0.85)
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if metadata.confidence > 1.0:
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metadata.confidence = min(metadata.confidence / 100.0, 1.0)
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# If any verified objects (contain parentheses with name), set to 0
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# If any verified objects (contain parentheses with name), set to 0
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if any("(" in obj for obj in review_data["unified_objects"]):
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if any("(" in obj for obj in review_data["unified_objects"]):
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metadata.potential_threat_level = 0
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metadata.potential_threat_level = 0
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