# 13052 Style Issue Extraction

Input: `/root/test/weitiao/data_process_bq/data/train_merged_dedup_shuffled_30001.json`
Records: 30001

## Output files

- `01_narrator_summary.jsonl`: 旁白总结/复述剧情感
- `02_scene_jump_new_event.jsonl`: 跳场景/新增事件
- `03_role_control_shift.jsonl`: 替用户推进/控制用户动作或心理
- `04_tone_format_mismatch.jsonl`: 语气和格式更像小说叙述，互动弱
- `all_flagged.jsonl`: 所有命中候选
- `summary.json`: 统计信息

## Candidate-level counts

- narrator_summary: 26549
- tone_format_mismatch: 5628
- role_control_shift: 5065
- scene_jump_new_event: 4149

## Safety heuristic

- relatively_safe: records=18657, flagged_candidates=18569, flagged_candidates_per_record=0.995
- unsafe_or_sensitive: records=11344, flagged_candidates=13772, flagged_candidates_per_record=1.214

## Caveats

- The source has no model-id field, so flagged_side is chosen/rejected, not a confirmed 13052 label.
- Safety labels are heuristic keyword labels over context plus both candidate responses.
- Counts are candidate-level for flagged outputs unless the key says record-level.