# Structure Intent Diagnostic — 점수 통합 전 검수

**목적**: `structure_intent` 추론이 사람 직관과 맞는지 확인. 맞으면 Phase 24/25 점수에 통합 진입.

**범위**: 11 문제 frame 에만 intent 태깅. 나머지 21 frames 은 `neutral 0.5` 처리.

대상 11 frames: 13, 14, 17, 18, 20, 23, 24, 28, 29, 30, 31

**정의된 intent 종류** (10): category_comparison, concept_comparison, industry_comparison, multi_attribute_comparison, persona_benefit, problem_diagnosis, process_product_split, requirement_list, requirement_or_pillar, transformation_story

## MDX01-2 — BIM vs DX 다면 비교

- **정답 Frame**: `18`
- **MDX detected_intents**: `['concept_comparison', 'multi_attribute_comparison']`
- **MDX item_count**: 2
- **MDX relation_type**: compare

| 순위 | sid | template_id | frame_intents | compat | 비고 |
|-----|-----|-------------|---------------|--------|------|
| 1 | 18 | bim_dx_comparison_table | concept_comparison, multi_attribute_comparison | **1.00** |  🎯 정답 |
| 2 | 23 | app_sw_package_vs_solution | concept_comparison, multi_attribute_comparison | **1.00** |  |
| 3 | 24 | engn_sw_three_types | category_comparison, multi_attribute_comparison | **1.00** |  |
| 4 | 30 | industry_current_status_three_ | industry_comparison, multi_attribute_comparison | **1.00** |  |
| 5 | 31 | industry_characteristics_three | industry_comparison, multi_attribute_comparison | **1.00** |  |
| 6 | 21 | solution_engn_split_diagram | _(미태깅, neutral)_ | 0.50 |  |
| 7 | 25 | commercial_sw_four_categories | _(미태깅, neutral)_ | 0.50 |  |
| 8 | 26 | sw_dependency_four_problems | _(미태깅, neutral)_ | 0.50 |  |
| 9 | 19 | design_method_distortion_three | _(미태깅, neutral)_ | 0.50 |  |
| 10 | 27 | bim_adoption_central_split | _(미태깅, neutral)_ | 0.50 |  |
| 11 | 12 | construction_goals_three_circl | _(미태깅, neutral)_ | 0.50 |  |
| 12 | 15 | policy_goals_plus_execution_re | _(미태깅, neutral)_ | 0.50 |  |

**하위 5개 (intent 불일치 확인용)**:

| 순위 | sid | template_id | frame_intents | compat |
|-----|-----|-------------|---------------|--------|
| 28 | 13 | three_parallel_requirements | requirement_list | 0.30 |
| 29 | 20 | dx_sw_necessity_three_perspect | requirement_or_pillar | 0.30 |
| 30 | 28 | sw_reality_three_emphasis | problem_diagnosis | 0.25 |
| 31 | 17 | bim_current_problems_paired | problem_diagnosis | 0.25 |
| 32 | 29 | process_product_two_way | process_product_split, transformation_story | 0.20 |

**🔎 문제 후보 진단**:

- Frame 29 `process_product_two_way`: intent=[process_product_split, transformation_story], compat=0.20 ✓ 낮음 (정상)

---

## MDX02 — 주체별 기대효과

- **정답 Frame**: `14`
- **MDX detected_intents**: `['persona_benefit']`
- **MDX item_count**: 3
- **MDX relation_type**: parallel

| 순위 | sid | template_id | frame_intents | compat | 비고 |
|-----|-----|-------------|---------------|--------|------|
| 1 | 14 | three_persona_benefits | persona_benefit | **1.00** |  🎯 정답 |
| 2 | 21 | solution_engn_split_diagram | _(미태깅, neutral)_ | 0.50 |  |
| 3 | 25 | commercial_sw_four_categories | _(미태깅, neutral)_ | 0.50 |  |
| 4 | 26 | sw_dependency_four_problems | _(미태깅, neutral)_ | 0.50 |  |
| 5 | 19 | design_method_distortion_three | _(미태깅, neutral)_ | 0.50 |  |
| 6 | 27 | bim_adoption_central_split | _(미태깅, neutral)_ | 0.50 |  |
| 7 | 12 | construction_goals_three_circl | _(미태깅, neutral)_ | 0.50 |  |
| 8 | 15 | policy_goals_plus_execution_re | _(미태깅, neutral)_ | 0.50 |  |
| 9 | 32 | policy_achievement_five_goals | _(미태깅, neutral)_ | 0.50 |  |
| 10 | 01 | sw_development_cycle_six_nodes | _(미태깅, neutral)_ | 0.50 |  |
| 11 | 04 | domestic_bim_actor_relations | _(미태깅, neutral)_ | 0.50 |  |
| 12 | 06 | compensation_complaint_map | _(미태깅, neutral)_ | 0.50 |  |

**하위 5개 (intent 불일치 확인용)**:

| 순위 | sid | template_id | frame_intents | compat |
|-----|-----|-------------|---------------|--------|
| 28 | 31 | industry_characteristics_three | industry_comparison, multi_attribute_comparison | 0.40 |
| 29 | 13 | three_parallel_requirements | requirement_list | 0.30 |
| 30 | 29 | process_product_two_way | process_product_split, transformation_story | 0.30 |
| 31 | 28 | sw_reality_three_emphasis | problem_diagnosis | 0.20 |
| 32 | 17 | bim_current_problems_paired | problem_diagnosis | 0.20 |

**🔎 문제 후보 진단**:

- Frame 21 `solution_engn_split_diagram`: intent=[_(미태깅)_], compat=0.50 ⚠️ 높음 (문제)

---

## MDX03-1 — DX 필수요건 3요소

- **정답 Frame**: `13`
- **MDX detected_intents**: `['requirement_list']`
- **MDX item_count**: 3
- **MDX relation_type**: parallel

| 순위 | sid | template_id | frame_intents | compat | 비고 |
|-----|-----|-------------|---------------|--------|------|
| 1 | 13 | three_parallel_requirements | requirement_list | **1.00** |  🎯 정답 |
| 2 | 20 | dx_sw_necessity_three_perspect | requirement_or_pillar | **0.70** |  |
| 3 | 21 | solution_engn_split_diagram | _(미태깅, neutral)_ | 0.50 |  |
| 4 | 25 | commercial_sw_four_categories | _(미태깅, neutral)_ | 0.50 |  |
| 5 | 26 | sw_dependency_four_problems | _(미태깅, neutral)_ | 0.50 |  |
| 6 | 19 | design_method_distortion_three | _(미태깅, neutral)_ | 0.50 |  |
| 7 | 27 | bim_adoption_central_split | _(미태깅, neutral)_ | 0.50 |  |
| 8 | 12 | construction_goals_three_circl | _(미태깅, neutral)_ | 0.50 |  |
| 9 | 15 | policy_goals_plus_execution_re | _(미태깅, neutral)_ | 0.50 |  |
| 10 | 32 | policy_achievement_five_goals | _(미태깅, neutral)_ | 0.50 |  |
| 11 | 01 | sw_development_cycle_six_nodes | _(미태깅, neutral)_ | 0.50 |  |
| 12 | 04 | domestic_bim_actor_relations | _(미태깅, neutral)_ | 0.50 |  |

**하위 5개 (intent 불일치 확인용)**:

| 순위 | sid | template_id | frame_intents | compat |
|-----|-----|-------------|---------------|--------|
| 28 | 30 | industry_current_status_three_ | industry_comparison, multi_attribute_comparison | 0.30 |
| 29 | 31 | industry_characteristics_three | industry_comparison, multi_attribute_comparison | 0.30 |
| 30 | 29 | process_product_two_way | process_product_split, transformation_story | 0.20 |
| 31 | 28 | sw_reality_three_emphasis | problem_diagnosis | 0.15 |
| 32 | 17 | bim_current_problems_paired | problem_diagnosis | 0.15 |

**🔎 문제 후보 진단**:

- Frame 28 `sw_reality_three_emphasis`: intent=[problem_diagnosis], compat=0.15 ✓ 낮음 (정상)

---

## MDX03-2 — 과정/결과 혁신

- **정답 Frame**: `29`
- **MDX detected_intents**: `['process_product_split', 'transformation_story']`
- **MDX item_count**: 2
- **MDX relation_type**: compare

| 순위 | sid | template_id | frame_intents | compat | 비고 |
|-----|-----|-------------|---------------|--------|------|
| 1 | 29 | process_product_two_way | process_product_split, transformation_story | **1.00** |  🎯 정답 |
| 2 | 21 | solution_engn_split_diagram | _(미태깅, neutral)_ | 0.50 |  |
| 3 | 25 | commercial_sw_four_categories | _(미태깅, neutral)_ | 0.50 |  |
| 4 | 26 | sw_dependency_four_problems | _(미태깅, neutral)_ | 0.50 |  |
| 5 | 19 | design_method_distortion_three | _(미태깅, neutral)_ | 0.50 |  |
| 6 | 27 | bim_adoption_central_split | _(미태깅, neutral)_ | 0.50 |  |
| 7 | 12 | construction_goals_three_circl | _(미태깅, neutral)_ | 0.50 |  |
| 8 | 15 | policy_goals_plus_execution_re | _(미태깅, neutral)_ | 0.50 |  |
| 9 | 32 | policy_achievement_five_goals | _(미태깅, neutral)_ | 0.50 |  |
| 10 | 01 | sw_development_cycle_six_nodes | _(미태깅, neutral)_ | 0.50 |  |
| 11 | 04 | domestic_bim_actor_relations | _(미태깅, neutral)_ | 0.50 |  |
| 12 | 06 | compensation_complaint_map | _(미태깅, neutral)_ | 0.50 |  |

**하위 5개 (intent 불일치 확인용)**:

| 순위 | sid | template_id | frame_intents | compat |
|-----|-----|-------------|---------------|--------|
| 28 | 13 | three_parallel_requirements | requirement_list | 0.20 |
| 29 | 18 | bim_dx_comparison_table | concept_comparison, multi_attribute_comparison | 0.20 |
| 30 | 23 | app_sw_package_vs_solution | concept_comparison, multi_attribute_comparison | 0.20 |
| 31 | 28 | sw_reality_three_emphasis | problem_diagnosis | 0.15 |
| 32 | 17 | bim_current_problems_paired | problem_diagnosis | 0.15 |

**🔎 문제 후보 진단**:

- Frame 18 `bim_dx_comparison_table`: intent=[concept_comparison, multi_attribute_comparison], compat=0.20 ✓ 낮음 (정상)

---

## 검수 가이드

1. **정답 Frame 이 상위에 있는가** — compat ≥ 0.8 예상
2. **문제 후보 (MDX01-2×29, MDX03-1×28, MDX03-2×18) 가 0.4 이하인가** — 낮으면 의도대로 intent 가 걸러냄
3. **MDX detected_intents 가 자연스러운가** — AI 추론 결과 검토
4. **미태깅 frame (neutral 0.5) 이 정답보다 위에 오는가** — 있으면 부분 적용 한계 = 추가 태깅 필요

모두 통과하면 → Phase 24/25 점수 통합 진입.