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# Hand-filtered FastDetector test shard
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- Source: G-reen/fastdetector-test-raw-sharded (shard_15)
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- Filtering: human review, no model in the loop
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- Columns renamed: {'text_original': 'original', 'text_refined': 'final_response', 'topic_label': 'topic', 'format_label': 'format'}
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- collected_subset: copy of final_response
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- Rows before filter: 1689
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- Rows after filter: 1650
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- Rows trashed: 39 (reviewer-discarded)
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