交叉验证
#82
周
周欣睿
学历-经验时间线
gap_years
4
timeline_ok
否
graduation_year
2026
years_experience
4
estimated_work_start
2022
expected_graduation_start
2048
技能-项目一致性
得分
30
声称技能 (25)
C
C++
Python
Java
JavaScript
Node.js
Linux
数据结构与算法
计算机网络
Web应用开发
数据库系统原理
C++11
智能指针
lambda
右值引用
std::function
std::bind
哈希表
AVL树
事件循环
异步I
O
Promise
async
Linux进程
项目中验证 (5)
HTTP
O
C++
I
C
仅在摘要中 (7)
C
C++
Node.js
Linux
O
I
WebRTC
无证据 (15)
Python
Java
JavaScript
数据结构与算法
计算机网络
Web应用开发
数据库系统原理
C++11
智能指针
lambda
右值引用
std::function
std::bind
哈希表
AVL树
矛盾/可疑信号
skill_project_gap
high
32/39 个声称技能在项目和摘要中均无体现: ['Python', 'Java', 'JavaScript', '数据结构与算法', '计算机网络', 'Web应用开发', '数据库系统原理', 'C++11']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2026年，经验4.0年，推算开始工作年份与预期毕业年份偏差4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": 82,
"mysql_resume_id": 50,
"screening_id": 82,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Python",
"Java",
"JavaScript",
"Node.js",
"Linux",
"数据结构与算法",
"计算机网络",
"Web应用开发",
"数据库系统原理",
"C++11",
"智能指针",
"lambda",
"右值引用",
"std::function",
"std::bind",
"哈希表",
"AVL树",
"事件循环",
"异步I",
"O",
"Promise",
"async",
"Linux进程"
],
"consistency_score": 30,
"skills_in_summary_only": [
"C",
"C++",
"Node.js",
"Linux",
"O",
"I",
"WebRTC"
],
"skills_without_evidence": [
"Python",
"Java",
"JavaScript",
"数据结构与算法",
"计算机网络",
"Web应用开发",
"数据库系统原理",
"C++11",
"智能指针",
"lambda",
"右值引用",
"std::function",
"std::bind",
"哈希表",
"AVL树"
],
"skills_verified_in_projects": [
"HTTP",
"O",
"C++",
"I",
"C"
]
},
"education_timeline": {
"gap_years": 4,
"timeline_ok": false,
"graduation_year": 2026,
"years_experience": 4,
"estimated_work_start": 2022,
"expected_graduation_start": 2048
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 15,
"flags": [
{
"type": "skill_project_gap",
"detail": "32\/39 个声称技能在项目和摘要中均无体现: ['Python', 'Java', 'JavaScript', '数据结构与算法', '计算机网络', 'Web应用开发', '数据库系统原理', 'C++11']",
"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4.0年，推算开始工作年份与预期毕业年份偏差4年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:50.000000Z",
"resume": {
"id": 50,
"resource_id": 50,
"source_text_sha256": "f576b73984028dbd2e4c229a22a22b60fcb2b491991aa6598b35aa6d6fafd9ca",
"target_role": "C++",
"candidate_name": "周欣睿",
"age": 23,
"phone": "153-0805-4477",
"email": "xinrui030405@163.com",
"wechat": "153-0805-4477",
"location": "",
"highest_degree": "本科",
"school": "四川轻化工大学",
"major": "计算机科学与技术",
"graduation_year": 2026,
"years_experience": 4,
"current_company": "百度",
"current_title": "后端 \/ 服务器开发实习生（Node.js \/ Python）",
"skills_json": [
"C",
"C++",
"Python",
"Java",
"JavaScript",
"Node.js",
"Linux",
"数据结构与算法",
"计算机网络",
"Web应用开发",
"数据库系统原理",
"C++11",
"智能指针",
"lambda",
"右值引用",
"std::function",
"std::bind",
"哈希表",
"AVL树",
"事件循环",
"异步I",
"O",
"Promise",
"async",
"Linux进程",
"线程模型",
"IPC",
"多线程同步",
"mutex",
"condition variable",
"I",
"O多路复用",
"epoll",
"事件驱动模型",
"TCP",
"UDP Socket编程",
"IP",
"HTTP",
"WebRTC"
],
"summary": "周欣睿，本科就读于四川轻化工大学计算机科学与技术专业，预计2026年毕业。曾在百度担任后端\/服务器开发实习生，参与海外车端-云端-云舱实时视频传输中间件CRTC开发；曾在优荞软件科技有限公司担任C++\/Qt开发实习生，参与图形化建模与仿真系统开发。掌握C\/C++、Node.js、Linux网络编程、MySQL、Docker、WebRTC等技术。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/2136da85f2942fce_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/2136da85f2942fce_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:13:02.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 82,
"mysql_resume_id": 50,
"candidate_name": "周欣睿",
"age": 23,
"highest_degree": "本科",
"school": "四川轻化工大学",
"years_experience": 4,
"location": "",
"current_company": "百度",
"skills": [
"C",
"C++",
"Python",
"Java",
"JavaScript",
"Node.js",
"Linux",
"数据结构与算法",
"计算机网络",
"Web应用开发",
"数据库系统原理",
"C++11",
"智能指针",
"lambda",
"右值引用",
"std::function",
"std::bind",
"哈希表",
"AVL树",
"事件循环",
"异步I",
"O",
"Promise",
"async",
"Linux进程"
],
"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": "本科",
"severity": "must"
},
"check_experience": {
"label": "经验年限",
"detail": "要求≥3.0年，实际4.0年",
"matched": true,
"evidence": "4.0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": true,
"evidence": "命中: 视频",
"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": "unknown",
"redline_single_day_off": "pending_interview",
"match_score": 36,
"hard_all_pass": false,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "32\/39 个声称技能在项目和摘要中均无体现: ['Python', 'Java', 'JavaScript', '数据结构与算法', '计算机网络', 'Web应用开发', '数据库系统原理', 'C++11']",
"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4.0年，推算开始工作年份与预期毕业年份偏差4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": 4,
"timeline_ok": false,
"graduation_year": 2026,
"years_experience": 4,
"estimated_work_start": 2022,
"expected_graduation_start": 2048
},
"overall_consistency": 15,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Python",
"Java",
"JavaScript",
"Node.js",
"Linux",
"数据结构与算法",
"计算机网络",
"Web应用开发",
"数据库系统原理",
"C++11",
"智能指针",
"lambda",
"右值引用",
"std::function",
"std::bind",
"哈希表",
"AVL树",
"事件循环",
"异步I",
"O",
"Promise",
"async",
"Linux进程"
],
"consistency_score": 30,
"skills_in_summary_only": [
"C",
"C++",
"Node.js",
"Linux",
"O",
"I",
"WebRTC"
],
"skills_without_evidence": [
"Python",
"Java",
"JavaScript",
"数据结构与算法",
"计算机网络",
"Web应用开发",
"数据库系统原理",
"C++11",
"智能指针",
"lambda",
"右值引用",
"std::function",
"std::bind",
"哈希表",
"AVL树"
],
"skills_verified_in_projects": [
"HTTP",
"O",
"C++",
"I",
"C"
]
}
},
"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": "2026-06-29T10:06:50.000000Z",
"updated_at": "2026-06-29T10:43:19.000000Z",
"overall_score": "{\"composite\": 66.0, \"stability\": 58, \"pace_match\": 78, \"tech_power\": 55, \"salary_match\": 77, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"tech_borderline\", \"detail\": \"技术力偏低(评分55\/100)，建议技术面重点考察\", \"severity\": \"medium\"}, {\"type\": \"stability_concern\", \"detail\": \"稳定性偏低(评分58\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 58, \"weight\": 0.25, \"rationale\": \"基于4.0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\": 78, \"weight\": 0.2, \"rationale\": \"地点: 未知 + 大厂 + 4.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 55, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 4.0年\", \"Linux: 弱\", \"加分: 1\/3\", \"交叉验证一致性: 15%\"], \"rationale\": \"硬性条件匹配 + 经验4.0年 + 5个项目 + 一致性15%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 77, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据4.0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\"}}"
}
}