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Types of quality issues that can be detected in survey responses.

• Nonsensical - Response lacks logical meaning or sense. Likely gibberish.
• Irrelevant - Response does not address the question.
• Low Effort - Respondent did not put in much effort to answer the question. Lacks detail or concrete examples.
• LLM Generated - Response appears to be generated by AI.
• Self Duplicated - Responses from the same respondent contain duplicated content across multiple answers. Only evaluated when multiple survey entries are provided or if a survey identifier and response identifier is provided.
• Shared Duplicate - Responses contain duplicated content across different respondents for the same question. Only evaluated if survey identifiers and question identifiers are provided.

Score between 0-100 for this quality issue.

The higher the score, the greater the likelihood and severity of the quality issue.

Indicates if this issue was detected