交叉验证
#52
赵
赵航
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
2013
years_experience
13
estimated_work_start
2013
expected_graduation_start
2035
技能-项目一致性
得分
85
声称技能 (20)
C
C++
Python
MFC
QT
Windows
Linux
websocket服务
密码卡中间件
SDK
API封装
接口文档
示例代码开发
网络模块开发
DNS系统
BS架构
服务端开发
电力网络通讯规约
Windows客户端软件
自定义绘制
项目中验证 (12)
自定义绘制
DNS系统
MFC
Windows
BS架构
密码卡中间件
API封装
C++
服务端开发
C
Windows客户端软件
电力网络通讯规约
仅在摘要中 (5)
C
C++
Python
MFC
QT
无证据 (11)
Windows
Linux
websocket服务
SDK
API封装
接口文档
示例代码开发
网络模块开发
DNS系统
BS架构
Windows客户端软件
矛盾/可疑信号
skill_project_gap
high
11/20 个声称技能在项目和摘要中均无体现: ['Windows', 'Linux', 'websocket服务', 'SDK', 'API封装', '接口文档', '示例代码开发', '网络模块开发']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2013年，经验13.0年，推算开始工作年份与预期毕业年份偏差0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": 52,
"mysql_resume_id": 93,
"screening_id": 52,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Python",
"MFC",
"QT",
"Windows",
"Linux",
"websocket服务",
"密码卡中间件",
"SDK",
"API封装",
"接口文档",
"示例代码开发",
"网络模块开发",
"DNS系统",
"BS架构",
"服务端开发",
"电力网络通讯规约",
"Windows客户端软件",
"自定义绘制"
],
"consistency_score": 85,
"skills_in_summary_only": [
"C",
"C++",
"Python",
"MFC",
"QT"
],
"skills_without_evidence": [
"Windows",
"Linux",
"websocket服务",
"SDK",
"API封装",
"接口文档",
"示例代码开发",
"网络模块开发",
"DNS系统",
"BS架构",
"Windows客户端软件"
],
"skills_verified_in_projects": [
"自定义绘制",
"DNS系统",
"MFC",
"Windows",
"BS架构",
"密码卡中间件",
"API封装",
"C++",
"服务端开发",
"C",
"Windows客户端软件",
"电力网络通讯规约"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2013,
"years_experience": 13,
"estimated_work_start": 2013,
"expected_graduation_start": 2035
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 85,
"flags": [
{
"type": "skill_project_gap",
"detail": "11\/20 个声称技能在项目和摘要中均无体现: ['Windows', 'Linux', 'websocket服务', 'SDK', 'API封装', '接口文档', '示例代码开发', '网络模块开发']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2013年，经验13.0年，推算开始工作年份与预期毕业年份偏差0年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:34.000000Z",
"resume": {
"id": 93,
"resource_id": 93,
"source_text_sha256": "ee7414c8208978093e14ed8ea481924d5d607058336d24abcd2c8f7e7cfcfd53",
"candidate_name": "赵航",
"age": 35,
"phone": "13027723827",
"email": "zzuzyuhang@163.com",
"wechat": "",
"location": "上海",
"highest_degree": "本科",
"school": "郑州大学",
"major": "通信工程",
"graduation_year": 2013,
"years_experience": 13,
"current_company": "郑州信大捷安信息技术股份有限公司",
"current_title": "C\/C++",
"skills_json": [
"C",
"C++",
"Python",
"MFC",
"QT",
"Windows",
"Linux",
"websocket服务",
"密码卡中间件",
"SDK",
"API封装",
"接口文档",
"示例代码开发",
"网络模块开发",
"DNS系统",
"BS架构",
"服务端开发",
"电力网络通讯规约",
"Windows客户端软件",
"自定义绘制"
],
"summary": "赵航，男，35岁，本科学历，郑州大学通信工程专业，2009年至2013年就读。具备13年C\/C++相关工作经验，熟悉C\/C++、Python、MFC、QT开发，曾在郑州信大捷安信息技术股份有限公司、郑州大乘信息科技有限责任公司、珠海华伟电气股份有限公司从事量产检测软件、密码卡中间件、网络系统、警务系统、电力自动化客户端及通讯规约相关开发工作。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/e9c1cc385f6da750_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/e9c1cc385f6da750_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T08:07:05.000000Z",
"updated_at": "2026-06-29T08:07:05.000000Z",
"deleted_at": null
},
"screening": {
"id": 52,
"mysql_resume_id": 93,
"candidate_name": "赵航",
"age": 35,
"highest_degree": "本科",
"school": "郑州大学",
"years_experience": 13,
"location": "上海",
"current_company": "郑州信大捷安信息技术股份有限公司",
"skills": [
"C",
"C++",
"Python",
"MFC",
"QT",
"Windows",
"Linux",
"websocket服务",
"密码卡中间件",
"SDK",
"API封装",
"接口文档",
"示例代码开发",
"网络模块开发",
"DNS系统",
"BS架构",
"服务端开发",
"电力网络通讯规约",
"Windows客户端软件",
"自定义绘制"
],
"parse_quality_score": 100,
"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13.0年",
"matched": true,
"evidence": "13.0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": 46,
"hard_all_pass": false,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "11\/20 个声称技能在项目和摘要中均无体现: ['Windows', 'Linux', 'websocket服务', 'SDK', 'API封装', '接口文档', '示例代码开发', '网络模块开发']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2013年，经验13.0年，推算开始工作年份与预期毕业年份偏差0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": 0,
"timeline_ok": true,
"graduation_year": 2013,
"years_experience": 13,
"estimated_work_start": 2013,
"expected_graduation_start": 2035
},
"overall_consistency": 85,
"skill_contradictions": [],
"field_completeness_pct": 100,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Python",
"MFC",
"QT",
"Windows",
"Linux",
"websocket服务",
"密码卡中间件",
"SDK",
"API封装",
"接口文档",
"示例代码开发",
"网络模块开发",
"DNS系统",
"BS架构",
"服务端开发",
"电力网络通讯规约",
"Windows客户端软件",
"自定义绘制"
],
"consistency_score": 85,
"skills_in_summary_only": [
"C",
"C++",
"Python",
"MFC",
"QT"
],
"skills_without_evidence": [
"Windows",
"Linux",
"websocket服务",
"SDK",
"API封装",
"接口文档",
"示例代码开发",
"网络模块开发",
"DNS系统",
"BS架构",
"Windows客户端软件"
],
"skills_verified_in_projects": [
"自定义绘制",
"DNS系统",
"MFC",
"Windows",
"BS架构",
"密码卡中间件",
"API封装",
"C++",
"服务端开发",
"C",
"Windows客户端软件",
"电力网络通讯规约"
]
}
},
"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": "2026-06-29T10:06:34.000000Z",
"updated_at": "2026-06-29T10:43:12.000000Z",
"overall_score": "{\"composite\": 69.5, \"stability\": 73, \"pace_match\": 48, \"tech_power\": 80, \"salary_match\": 68, \"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68\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 73, \"weight\": 0.25, \"rationale\": \"基于13.0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: 上海 + 普通 + 13.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 80, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 13.0年\", \"Linux: 弱\", \"加分: 0\/3\", \"交叉验证一致性: 85%\"], \"rationale\": \"硬性条件匹配 + 经验13.0年 + 12个项目 + 一致性85%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 68, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据13.0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\"}}"
}
}