交叉验证
#90
沈
沈璐婷
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
2026
years_experience
estimated_work_start
expected_graduation_start
2048
技能-项目一致性
得分
66
声称技能 (25)
C++
STL
多线程
高并发
Java
Python
C#
MySQL
Oracle
SQL调优
事务处理
算法
数据结构
Linux
epoll
线程池
Qt框架
Git
Unity
Blender建模
OpenGL渲染
SQLite
EasyX
C++ connector
深度学习
噪声技能 (1)
数据库设计
项目中验证 (12)
epoll
C++ connector
GNN
PDF导出
MySQL
C++
线程池
深度学习
多线程
神经网络
高并发
EasyX
仅在摘要中 (10)
C++
Java
Python
C#
MySQL
Oracle
Linux
Git
Unity
机器学习
无证据 (15)
STL
SQL调优
事务处理
算法
数据结构
Qt框架
Blender建模
OpenGL渲染
SQLite
EasyX
C++ connector
数据挖掘
GNN
EEG信号处理
PDF导出
矛盾/可疑信号
skill_project_gap
high
17/33 个声称技能在项目和摘要中均无体现: ['STL', 'SQL调优', '事务处理', '算法', '数据结构', 'Qt框架', 'Blender建模', 'OpenGL渲染']
建议：面试时验证这些技能的真实性
skill_platform_contradiction
high
技能/项目经历中平台技术栈与岗位Linux要求不匹配
建议：需面试确认是否有 Linux 经验
技能水平矛盾
Linux
medium
声称：技能列表中声称
证据：项目经历中没有提及 Linux 相关开发
完整原始数据
{
"id": 90,
"mysql_resume_id": 52,
"screening_id": 90,
"skill_project_consistency": {
"noisy_skills": [
"数据库设计"
],
"claimed_skills": [
"C++",
"STL",
"多线程",
"高并发",
"Java",
"Python",
"C#",
"MySQL",
"Oracle",
"SQL调优",
"事务处理",
"算法",
"数据结构",
"Linux",
"epoll",
"线程池",
"Qt框架",
"Git",
"Unity",
"Blender建模",
"OpenGL渲染",
"SQLite",
"EasyX",
"C++ connector",
"深度学习"
],
"consistency_score": 66,
"skills_in_summary_only": [
"C++",
"Java",
"Python",
"C#",
"MySQL",
"Oracle",
"Linux",
"Git",
"Unity",
"机器学习"
],
"skills_without_evidence": [
"STL",
"SQL调优",
"事务处理",
"算法",
"数据结构",
"Qt框架",
"Blender建模",
"OpenGL渲染",
"SQLite",
"EasyX",
"C++ connector",
"数据挖掘",
"GNN",
"EEG信号处理",
"PDF导出"
],
"skills_verified_in_projects": [
"epoll",
"C++ connector",
"GNN",
"PDF导出",
"MySQL",
"C++",
"线程池",
"深度学习",
"多线程",
"神经网络",
"高并发",
"EasyX"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2026,
"years_experience": null,
"estimated_work_start": null,
"expected_graduation_start": 2048
},
"salary_location_check": null,
"skill_level_contradictions": [
{
"skill": "Linux",
"claimed": "技能列表中声称",
"project_evidence": "项目经历中没有提及 Linux 相关开发",
"contradiction_severity": "medium"
}
],
"overall_consistency": 66,
"flags": [
{
"type": "skill_project_gap",
"detail": "17\/33 个声称技能在项目和摘要中均无体现: ['STL', 'SQL调优', '事务处理', '算法', '数据结构', 'Qt框架', 'Blender建模', 'OpenGL渲染']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "skill_platform_contradiction",
"detail": "技能\/项目经历中平台技术栈与岗位Linux要求不匹配",
"severity": "high",
"suggested_check": "需面试确认是否有 Linux 经验"
}
],
"created_at": "2026-06-29T10:06:53.000000Z",
"resume": {
"id": 52,
"resource_id": 52,
"source_text_sha256": "439b68f902204bcd00c9dbe0ac621562758eccf643ff40ba1ec1aa35e4df5b09",
"target_role": "C++",
"candidate_name": "沈璐婷",
"age": null,
"phone": "15757216335",
"email": "1838460643@qq.com",
"wechat": "",
"location": "上海市松江区",
"highest_degree": "硕士",
"school": "东华大学",
"major": "软件工程学硕",
"graduation_year": 2026,
"years_experience": 0,
"current_company": "上海全澜技术有限公司",
"current_title": "开发部实习生",
"skills_json": [
"C++",
"STL",
"多线程",
"高并发",
"Java",
"Python",
"C#",
"MySQL",
"Oracle",
"数据库设计",
"SQL调优",
"事务处理",
"算法",
"数据结构",
"Linux",
"epoll",
"线程池",
"Qt框架",
"Git",
"Unity",
"Blender建模",
"OpenGL渲染",
"SQLite",
"EasyX",
"C++ connector",
"深度学习",
"机器学习",
"数据挖掘",
"GNN",
"神经网络",
"EEG信号处理",
"PDF导出",
"软件打包",
"增量升级包制作"
],
"summary": "沈璐婷，东华大学软件工程学硕在读，预计2026年毕业，本科就读于上海建桥学院软件工程专业。曾在上海远码信息技术有限公司和上海全澜技术有限公司担任开发部实习生，参与C++后端、后台管理系统、医疗软件、EEG波形可视化、软件发布与版本迭代工作。技能包括C++、Java、Python、C#、MySQL、Oracle、Linux、Qt、Git、多线程、epoll、Unity、Blender、OpenGL及机器学习相关技术。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/b9ec0ed49dc8109a_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/b9ec0ed49dc8109a_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:15:29.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 90,
"mysql_resume_id": 52,
"candidate_name": "沈璐婷",
"age": null,
"highest_degree": "硕士",
"school": "东华大学",
"years_experience": null,
"location": "上海市松江区",
"current_company": "上海全澜技术有限公司",
"skills": [
"C++",
"STL",
"多线程",
"高并发",
"Java",
"Python",
"C#",
"MySQL",
"Oracle",
"SQL调优",
"事务处理",
"算法",
"数据结构",
"Linux",
"epoll",
"线程池",
"Qt框架",
"Git",
"Unity",
"Blender建模",
"OpenGL渲染",
"SQLite",
"EasyX",
"C++ connector",
"深度学习"
],
"parse_quality_score": 80,
"parser_version": "resume-parser-v1.1+codex",
"llm_enhanced": true,
"check_education": {
"label": "学历",
"detail": "学历要求≥本科",
"matched": true,
"evidence": "硕士",
"severity": "must"
},
"check_experience": {
"label": "经验",
"detail": "经验年限未知",
"matched": false,
"evidence": "无法提取",
"severity": "must"
},
"check_core_skill_linux": {
"label": "核心技能",
"detail": "核心技能：精通Linux开发环境",
"matched": false,
"evidence": "命中关键词(1\/5): linux",
"severity": "must"
},
"bonus_arm": {
"label": "加分项",
"detail": "加分项：ARM架构经验",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"bonus_image": {
"label": "加分项",
"detail": "加分项：图像处理\/计算机视觉",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"bonus_driver": {
"label": "加分项",
"detail": "加分项：驱动开发经验",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"redline_education": "pass",
"redline_experience": "unknown",
"redline_linux": "weak",
"redline_location": "risk",
"redline_single_day_off": "pending_interview",
"match_score": 23,
"hard_all_pass": false,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "17\/33 个声称技能在项目和摘要中均无体现: ['STL', 'SQL调优', '事务处理', '算法', '数据结构', 'Qt框架', 'Blender建模', 'OpenGL渲染']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "skill_platform_contradiction",
"detail": "技能\/项目经历中平台技术栈与岗位Linux要求不匹配",
"severity": "high",
"suggested_check": "需面试确认是否有 Linux 经验"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2026,
"years_experience": null,
"estimated_work_start": null,
"expected_graduation_start": 2048
},
"overall_consistency": 66,
"skill_contradictions": [
{
"skill": "Linux",
"claimed": "技能列表中声称",
"project_evidence": "项目经历中没有提及 Linux 相关开发",
"contradiction_severity": "medium"
}
],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [
"数据库设计"
],
"claimed_skills": [
"C++",
"STL",
"多线程",
"高并发",
"Java",
"Python",
"C#",
"MySQL",
"Oracle",
"SQL调优",
"事务处理",
"算法",
"数据结构",
"Linux",
"epoll",
"线程池",
"Qt框架",
"Git",
"Unity",
"Blender建模",
"OpenGL渲染",
"SQLite",
"EasyX",
"C++ connector",
"深度学习"
],
"consistency_score": 66,
"skills_in_summary_only": [
"C++",
"Java",
"Python",
"C#",
"MySQL",
"Oracle",
"Linux",
"Git",
"Unity",
"机器学习"
],
"skills_without_evidence": [
"STL",
"SQL调优",
"事务处理",
"算法",
"数据结构",
"Qt框架",
"Blender建模",
"OpenGL渲染",
"SQLite",
"EasyX",
"C++ connector",
"数据挖掘",
"GNN",
"EEG信号处理",
"PDF导出"
],
"skills_verified_in_projects": [
"epoll",
"C++ connector",
"GNN",
"PDF导出",
"MySQL",
"C++",
"线程池",
"深度学习",
"多线程",
"神经网络",
"高并发",
"EasyX"
]
}
},
"screening_verdict": "pending",
"screening_summary": "存在硬性条件不满足或边界情况，需周总决策",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:53.000000Z",
"updated_at": "2026-06-29T10:43:26.000000Z",
"overall_score": "{\"composite\": 58.1, \"stability\": 48, \"pace_match\": 53, \"tech_power\": 50, \"salary_match\": 85, \"communication\": 70, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"tech_borderline\", \"detail\": \"技术力偏低(评分50\/100)，建议技术面重点考察\", \"severity\": \"medium\"}, {\"type\": \"low_stability\", \"detail\": \"稳定性存疑(评分48\/100)\", \"severity\": \"high\"}, {\"type\": \"pace_concern\", \"detail\": \"节奏匹配度偏低(评分53\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending_with_caution",
"score_breakdown": "{\"stability\": {\"score\": 48, \"weight\": 0.25, \"rationale\": \"基于0年经验 + 公司判断 + 离职信号\", \"confidence\": \"medium\", \"confidence_note\": \"真正稳定性需面试确认职业规划和跳槽原因\"}, \"pace_match\": {\"score\": 53, \"weight\": 0.2, \"rationale\": \"地点: 上海市松江区 + 普通 + 0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 50, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 0年\", \"Linux: 弱\", \"加分: 0\/3\", \"交叉验证一致性: 66%\"], \"rationale\": \"硬性条件匹配 + 经验0年 + 12个项目 + 一致性66%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 85, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据0年经验+学校+公司+城市推断\", \"confidence\": \"low\"}, \"communication\": {\"score\": 70, \"weight\": 0.05, \"rationale\": \"基于简历文本完整度和结构化程度的代理评估，非真实沟通能力\", \"confidence\": \"low\", \"confidence_note\": \"无法从简历评估真实沟通能力，需技术面验证\"}}"
}
}