交叉验证
#68
唐
唐香萍
学历-经验时间线
gap_years
33
timeline_ok
否
graduation_year
2025
years_experience
34
estimated_work_start
1992
expected_graduation_start
2047
技能-项目一致性
得分
45
声称技能 (25)
C
C++
C++11
Java
Python
STL
数据结构
算法
二分查找
快速排序
冒泡排序
MFC
Qt
OpenGL
多线程开发
操作系统
TCP
UDP
HTTP
OSI七层模型
设计模式
单例模式
简单工厂
MySQL
Linux
项目中验证 (10)
MFC
Qt
运动控制
C++
I
机器视觉
C
MySQL
Linux
缺陷检测
仅在摘要中 (8)
C
C++
MFC
Qt
MySQL
Linux
I
深度学习
无证据 (15)
C++11
Java
Python
STL
数据结构
算法
二分查找
快速排序
冒泡排序
OpenGL
多线程开发
操作系统
TCP
UDP
HTTP
矛盾/可疑信号
skill_project_gap
high
29/40 个声称技能在项目和摘要中均无体现: ['C++11', 'Java', 'Python', 'STL', '数据结构', '算法', '二分查找', '快速排序']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2025年，经验34.0年，推算开始工作年份与预期毕业年份偏差33年
建议：核实是否有中断、转行或教育经历不完整
完整原始数据
{
"id": 68,
"mysql_resume_id": 59,
"screening_id": 68,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"C++11",
"Java",
"Python",
"STL",
"数据结构",
"算法",
"二分查找",
"快速排序",
"冒泡排序",
"MFC",
"Qt",
"OpenGL",
"多线程开发",
"操作系统",
"TCP",
"UDP",
"HTTP",
"OSI七层模型",
"设计模式",
"单例模式",
"简单工厂",
"MySQL",
"Linux"
],
"consistency_score": 45,
"skills_in_summary_only": [
"C",
"C++",
"MFC",
"Qt",
"MySQL",
"Linux",
"I",
"深度学习"
],
"skills_without_evidence": [
"C++11",
"Java",
"Python",
"STL",
"数据结构",
"算法",
"二分查找",
"快速排序",
"冒泡排序",
"OpenGL",
"多线程开发",
"操作系统",
"TCP",
"UDP",
"HTTP"
],
"skills_verified_in_projects": [
"MFC",
"Qt",
"运动控制",
"C++",
"I",
"机器视觉",
"C",
"MySQL",
"Linux",
"缺陷检测"
]
},
"education_timeline": {
"gap_years": 33,
"timeline_ok": false,
"graduation_year": 2025,
"years_experience": 34,
"estimated_work_start": 1992,
"expected_graduation_start": 2047
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 30,
"flags": [
{
"type": "skill_project_gap",
"detail": "29\/40 个声称技能在项目和摘要中均无体现: ['C++11', 'Java', 'Python', 'STL', '数据结构', '算法', '二分查找', '快速排序']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2025年，经验34.0年，推算开始工作年份与预期毕业年份偏差33年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:42.000000Z",
"resume": {
"id": 59,
"resource_id": 59,
"source_text_sha256": "40160bfad0cd06558ab523b9e559d114aa8f7abdae7a0cbb805c64c8f1041779",
"target_role": "C++",
"candidate_name": "唐香萍",
"age": null,
"phone": "18206116005",
"email": "1632058905@qq.com",
"wechat": "",
"location": "安徽蚌埠",
"highest_degree": "硕士",
"school": "西北工业大学",
"major": "软件工程-电子信息",
"graduation_year": 2025,
"years_experience": 34,
"current_company": "苏州芯合半导体材料有限公司",
"current_title": "软件实习生",
"skills_json": [
"C",
"C++",
"C++11",
"Java",
"Python",
"STL",
"数据结构",
"算法",
"二分查找",
"快速排序",
"冒泡排序",
"MFC",
"Qt",
"OpenGL",
"多线程开发",
"操作系统",
"TCP",
"UDP",
"HTTP",
"OSI七层模型",
"设计模式",
"单例模式",
"简单工厂",
"MySQL",
"Linux",
"vim",
"gcc",
"g++",
"Linux网络编程",
"Socket网络编程",
"I",
"O复用",
"select",
"epoll",
"poll",
"机器视觉",
"运动控制",
"缺陷检测",
"深度学习",
"QThread"
],
"summary": "唐香萍，硕士就读于西北工业大学软件工程-电子信息专业，预计2025年毕业，本科毕业于常州大学信息管理与信息系统专业。求职意向为C++开发工程师。曾在苏州芯合半导体材料有限公司担任软件实习生，参与运动控制、I\/O模块、Qt\/MFC界面、多线程、MySQL集成和深度学习缺陷检测相关工作。项目包括基于Linux的服务器通讯框架，使用C++、线程池、I\/O多路复用、连接池等技术。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/6a49a492df2838a1_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/6a49a492df2838a1_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:20:30.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 68,
"mysql_resume_id": 59,
"candidate_name": "唐香萍",
"age": null,
"highest_degree": "硕士",
"school": "西北工业大学",
"years_experience": 34,
"location": "安徽蚌埠",
"current_company": "苏州芯合半导体材料有限公司",
"skills": [
"C",
"C++",
"C++11",
"Java",
"Python",
"STL",
"数据结构",
"算法",
"二分查找",
"快速排序",
"冒泡排序",
"MFC",
"Qt",
"OpenGL",
"多线程开发",
"操作系统",
"TCP",
"UDP",
"HTTP",
"OSI七层模型",
"设计模式",
"单例模式",
"简单工厂",
"MySQL",
"Linux"
],
"parse_quality_score": 90,
"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": "经验年限",
"detail": "要求≥3.0年，实际34.0年",
"matched": true,
"evidence": "34.0年",
"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": "pass",
"redline_linux": "weak",
"redline_location": "risk",
"redline_single_day_off": "pending_interview",
"match_score": 26,
"hard_all_pass": false,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "29\/40 个声称技能在项目和摘要中均无体现: ['C++11', 'Java', 'Python', 'STL', '数据结构', '算法', '二分查找', '快速排序']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2025年，经验34.0年，推算开始工作年份与预期毕业年份偏差33年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 33,
"timeline_ok": false,
"graduation_year": 2025,
"years_experience": 34,
"estimated_work_start": 1992,
"expected_graduation_start": 2047
},
"overall_consistency": 30,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"C++11",
"Java",
"Python",
"STL",
"数据结构",
"算法",
"二分查找",
"快速排序",
"冒泡排序",
"MFC",
"Qt",
"OpenGL",
"多线程开发",
"操作系统",
"TCP",
"UDP",
"HTTP",
"OSI七层模型",
"设计模式",
"单例模式",
"简单工厂",
"MySQL",
"Linux"
],
"consistency_score": 45,
"skills_in_summary_only": [
"C",
"C++",
"MFC",
"Qt",
"MySQL",
"Linux",
"I",
"深度学习"
],
"skills_without_evidence": [
"C++11",
"Java",
"Python",
"STL",
"数据结构",
"算法",
"二分查找",
"快速排序",
"冒泡排序",
"OpenGL",
"多线程开发",
"操作系统",
"TCP",
"UDP",
"HTTP"
],
"skills_verified_in_projects": [
"MFC",
"Qt",
"运动控制",
"C++",
"I",
"机器视觉",
"C",
"MySQL",
"Linux",
"缺陷检测"
]
}
},
"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": "2026-06-29T10:06:42.000000Z",
"updated_at": "2026-06-29T10:43:17.000000Z",
"overall_score": "{\"composite\": 67.6, \"stability\": 80, \"pace_match\": 48, \"tech_power\": 72, \"salary_match\": 62, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"pace_mismatch\", \"detail\": \"节奏匹配度低(评分48\/100)\", \"severity\": \"high\"}, {\"type\": \"salary_slightly_over\", \"detail\": \"薪资略超预算(匹配度62\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 80, \"weight\": 0.25, \"rationale\": \"基于34.0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\": 48, \"weight\": 0.2, \"rationale\": \"地点: 安徽蚌埠 + 普通 + 34.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 72, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 34.0年\", \"Linux: 弱\", \"加分: 0\/3\", \"交叉验证一致性: 30%\"], \"rationale\": \"硬性条件匹配 + 经验34.0年 + 10个项目 + 一致性30%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 62, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据34.0年经验+学校+公司+城市推断\", \"confidence\": \"low\"}, \"communication\": {\"score\": 80, \"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\"}}"
}
}