交叉验证
#7
侯
侯硕岩
学历-经验时间线
gap_years
1
timeline_ok
是
graduation_year
2026
years_experience
1
estimated_work_start
2025
expected_graduation_start
2048
技能-项目一致性
得分
57
声称技能 (25)
C++
Python
C++11
lambda表达式
智能指针
STL
链表
栈
队列
二叉树
回溯
动态规划
操作系统
多进程
多线程
管道
共享内存
信号进程间通信
线程同步
线程互斥
计算机网络
TCP
IP
Linux
Socket网络编程
项目中验证 (9)
多线程
WxWidgets
深度学习
StarUML
C++
IOCP
YOLO
Git
Qt
仅在摘要中 (10)
C++
Python
C++11
STL
操作系统
Linux
CMake
Git
GDB
PyTorch
无证据 (15)
lambda表达式
智能指针
链表
栈
队列
二叉树
回溯
动态规划
多进程
管道
共享内存
信号进程间通信
线程同步
线程互斥
计算机网络
矛盾/可疑信号
skill_project_gap
high
24/40 个声称技能在项目和摘要中均无体现: ['lambda表达式', '智能指针', '链表', '栈', '队列', '二叉树', '回溯', '动态规划']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2026年，经验1.0年，推算开始工作年份与预期毕业年份偏差1年
建议：核实是否有中断、转行或教育经历不完整
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": 7,
"mysql_resume_id": 18,
"screening_id": 7,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"Python",
"C++11",
"lambda表达式",
"智能指针",
"STL",
"链表",
"栈",
"队列",
"二叉树",
"回溯",
"动态规划",
"操作系统",
"多进程",
"多线程",
"管道",
"共享内存",
"信号进程间通信",
"线程同步",
"线程互斥",
"计算机网络",
"TCP",
"IP",
"Linux",
"Socket网络编程"
],
"consistency_score": 57,
"skills_in_summary_only": [
"C++",
"Python",
"C++11",
"STL",
"操作系统",
"Linux",
"CMake",
"Git",
"GDB",
"PyTorch"
],
"skills_without_evidence": [
"lambda表达式",
"智能指针",
"链表",
"栈",
"队列",
"二叉树",
"回溯",
"动态规划",
"多进程",
"管道",
"共享内存",
"信号进程间通信",
"线程同步",
"线程互斥",
"计算机网络"
],
"skills_verified_in_projects": [
"多线程",
"WxWidgets",
"深度学习",
"StarUML",
"C++",
"IOCP",
"YOLO",
"Git",
"Qt"
]
},
"education_timeline": {
"gap_years": 1,
"timeline_ok": true,
"graduation_year": 2026,
"years_experience": 1,
"estimated_work_start": 2025,
"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": 57,
"flags": [
{
"type": "skill_project_gap",
"detail": "24\/40 个声称技能在项目和摘要中均无体现: ['lambda表达式', '智能指针', '链表', '栈', '队列', '二叉树', '回溯', '动态规划']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2026年，经验1.0年，推算开始工作年份与预期毕业年份偏差1年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
},
{
"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": "2026-06-28T12:16:12.000000Z",
"resume": {
"id": 18,
"resource_id": 18,
"source_text_sha256": "8a41f7c361a0b8d93c886599d862483f5ce2a5b6bde33e6a60b9f3b875310c7e",
"candidate_name": "侯硕岩",
"age": null,
"phone": "13839472613",
"email": "2242293268@qq.com",
"wechat": "",
"location": "",
"highest_degree": "硕士",
"school": "长春理工大学",
"major": "计算机科学与技术",
"graduation_year": 2026,
"years_experience": 1,
"current_company": "安克创新科技股份有限公司",
"current_title": "C++软件开发工程师",
"skills_json": [
"C++",
"Python",
"C++11",
"lambda表达式",
"智能指针",
"STL",
"链表",
"栈",
"队列",
"二叉树",
"回溯",
"动态规划",
"操作系统",
"多进程",
"多线程",
"管道",
"共享内存",
"信号进程间通信",
"线程同步",
"线程互斥",
"计算机网络",
"TCP",
"IP",
"Linux",
"Socket网络编程",
"epoll",
"IOCP",
"CMake",
"Git",
"GDB",
"StarUML",
"PyTorch",
"YOLO",
"机器学习",
"深度学习",
"OpenCV",
"目标检测算法",
"WxWidgets",
"Qt",
"SQLite"
],
"summary": "侯硕岩，硕士就读于长春理工大学计算机科学与技术专业，预计2026年毕业，本科毕业于南阳理工学院软件工程专业。求职方向为C++软件开发工程师，熟悉C++、Python、C++11、STL、数据结构与算法、操作系统、网络编程、Linux Socket、Qt、WxWidgets、CMake、Git、GDB、PyTorch、YOLO、OpenCV等。曾在安克创新、智能移动机器人研究院及全天空云量自动化观测系统项目中参与PC端应用、模型训练部署、Qt GUI、多线程、网络通信、数据加密和存储管理等工作。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/ba7ccfc164f7abc4_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/ba7ccfc164f7abc4_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-26T02:09:51.000000Z",
"updated_at": "2026-06-27T14:05:37.000000Z",
"deleted_at": null
},
"screening": {
"id": 7,
"mysql_resume_id": 18,
"candidate_name": "侯硕岩",
"age": null,
"highest_degree": "硕士",
"school": "长春理工大学",
"years_experience": 1,
"location": "",
"current_company": "安克创新科技股份有限公司",
"skills": [
"C++",
"Python",
"C++11",
"lambda表达式",
"智能指针",
"STL",
"链表",
"栈",
"队列",
"二叉树",
"回溯",
"动态规划",
"操作系统",
"多进程",
"多线程",
"管道",
"共享内存",
"信号进程间通信",
"线程同步",
"线程互斥",
"计算机网络",
"TCP",
"IP",
"Linux",
"Socket网络编程"
],
"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": "经验年限",
"detail": "要求≥3.0年，实际1.0年",
"matched": false,
"evidence": "1.0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": true,
"evidence": "命中关键词(3\/5): linux, gdb, cmake",
"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": true,
"evidence": "命中: opencv",
"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": "fail",
"redline_linux": "pass",
"redline_location": "unknown",
"redline_single_day_off": "pending_interview",
"match_score": 56,
"hard_all_pass": false,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "24\/40 个声称技能在项目和摘要中均无体现: ['lambda表达式', '智能指针', '链表', '栈', '队列', '二叉树', '回溯', '动态规划']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2026年，经验1.0年，推算开始工作年份与预期毕业年份偏差1年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
},
{
"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": 1,
"timeline_ok": true,
"graduation_year": 2026,
"years_experience": 1,
"estimated_work_start": 2025,
"expected_graduation_start": 2048
},
"overall_consistency": 57,
"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": [],
"claimed_skills": [
"C++",
"Python",
"C++11",
"lambda表达式",
"智能指针",
"STL",
"链表",
"栈",
"队列",
"二叉树",
"回溯",
"动态规划",
"操作系统",
"多进程",
"多线程",
"管道",
"共享内存",
"信号进程间通信",
"线程同步",
"线程互斥",
"计算机网络",
"TCP",
"IP",
"Linux",
"Socket网络编程"
],
"consistency_score": 57,
"skills_in_summary_only": [
"C++",
"Python",
"C++11",
"STL",
"操作系统",
"Linux",
"CMake",
"Git",
"GDB",
"PyTorch"
],
"skills_without_evidence": [
"lambda表达式",
"智能指针",
"链表",
"栈",
"队列",
"二叉树",
"回溯",
"动态规划",
"多进程",
"管道",
"共享内存",
"信号进程间通信",
"线程同步",
"线程互斥",
"计算机网络"
],
"skills_verified_in_projects": [
"多线程",
"WxWidgets",
"深度学习",
"StarUML",
"C++",
"IOCP",
"YOLO",
"Git",
"Qt"
]
}
},
"screening_verdict": "reject",
"screening_summary": "经验严重不足（要求≥3年，实际1.0年，不足50%），触发 experience_minimum 红线",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-28T12:16:11.000000Z",
"updated_at": "2026-06-28T12:17:38.000000Z"
}
}