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AI-Assisted Survey Comment Classification for Statistical Analysis

Accountable

Statistics Canada (StatCan)

Functional Modes

Deciding (Analytical AI)

Human decides

Purpose

Research & Development

Input Dataset

About behaviour Anonymized data

Algorithm or Model

Language Models

Output Dataset

A recommendation or prediction Anonymized data

Details

This tool automatically sorts respondent comments from the Annual Survey of Manufacturing and Logging Industries into groups to help Statistics Canada analysts prioritize their review. It uses a large language model to triage comments without prior training examples. The system is retired and affected only Government of Canada employees, not the public. AI use was disclosed to users.