交叉验证
#81
时
时晓征
学历-经验时间线
gap_years
2
timeline_ok
是
graduation_year
2023
years_experience
1.5
estimated_work_start
2025
expected_graduation_start
2045
技能-项目一致性
得分
43
声称技能 (25)
C
C++
STL
智能指针
Linux网络编程
多线程
进程间通信
libevent
Qt
Qt Widgets
QML
界面布局
自定义控件
图形绘制
模型视图
QSerialPort
MySQL
Sqlite
数据结构
算法
TCP
IP
UDP
HTTP
UART
项目中验证 (8)
Modbus TCP
libevent
Qt
MySQL
多线程
C
TCP
Linux网络编程
仅在摘要中 (9)
C
C++
STL
Linux网络编程
Qt
MySQL
Sqlite
TCP
IP
无证据 (15)
智能指针
进程间通信
Qt Widgets
QML
界面布局
自定义控件
图形绘制
模型视图
QSerialPort
数据结构
算法
UDP
HTTP
UART
RS232
矛盾/可疑信号
skill_project_gap
high
28/39 个声称技能在项目和摘要中均无体现: ['智能指针', '进程间通信', 'Qt Widgets', 'QML', '界面布局', '自定义控件', '图形绘制', '模型视图']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2023年，经验1.5年，推算开始工作年份与预期毕业年份偏差2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": 81,
"mysql_resume_id": 83,
"screening_id": 81,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"STL",
"智能指针",
"Linux网络编程",
"多线程",
"进程间通信",
"libevent",
"Qt",
"Qt Widgets",
"QML",
"界面布局",
"自定义控件",
"图形绘制",
"模型视图",
"QSerialPort",
"MySQL",
"Sqlite",
"数据结构",
"算法",
"TCP",
"IP",
"UDP",
"HTTP",
"UART"
],
"consistency_score": 43,
"skills_in_summary_only": [
"C",
"C++",
"STL",
"Linux网络编程",
"Qt",
"MySQL",
"Sqlite",
"TCP",
"IP"
],
"skills_without_evidence": [
"智能指针",
"进程间通信",
"Qt Widgets",
"QML",
"界面布局",
"自定义控件",
"图形绘制",
"模型视图",
"QSerialPort",
"数据结构",
"算法",
"UDP",
"HTTP",
"UART",
"RS232"
],
"skills_verified_in_projects": [
"Modbus TCP",
"libevent",
"Qt",
"MySQL",
"多线程",
"C",
"TCP",
"Linux网络编程"
]
},
"education_timeline": {
"gap_years": 2,
"timeline_ok": true,
"graduation_year": 2023,
"years_experience": 1.5,
"estimated_work_start": 2025,
"expected_graduation_start": 2045
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 43,
"flags": [
{
"type": "skill_project_gap",
"detail": "28\/39 个声称技能在项目和摘要中均无体现: ['智能指针', '进程间通信', 'Qt Widgets', 'QML', '界面布局', '自定义控件', '图形绘制', '模型视图']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2023年，经验1.5年，推算开始工作年份与预期毕业年份偏差2年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:49.000000Z",
"resume": {
"id": 83,
"resource_id": 83,
"source_text_sha256": "2d9ce02721afed93199e2d6f105deedad26b4d12907398653e0925b7afe37985",
"target_role": "C++",
"candidate_name": "时晓征",
"age": 24,
"phone": "18438860668",
"email": "shixiaozheng3@qq.com",
"wechat": "",
"location": "",
"highest_degree": "本科",
"school": "南京理工大学泰州科技学院",
"major": "计算机科学与技术",
"graduation_year": 2023,
"years_experience": 1,
"current_company": "上海佑创信息工程有限公司",
"current_title": "C++\/QT",
"skills_json": [
"C",
"C++",
"STL",
"智能指针",
"Linux网络编程",
"多线程",
"进程间通信",
"libevent",
"Qt",
"Qt Widgets",
"QML",
"界面布局",
"自定义控件",
"图形绘制",
"模型视图",
"QSerialPort",
"MySQL",
"Sqlite",
"数据结构",
"算法",
"TCP",
"IP",
"UDP",
"HTTP",
"UART",
"RS232",
"CAN",
"git",
"设计模式",
"VS",
"gcc",
"gdb",
"makefile",
"Modbus TCP",
"PLC通信",
"QMediaPlayer",
"QJsonObject",
"QJsonDocument",
"QCamera"
],
"summary": "时晓征，男，24岁，本科学历，南京理工大学泰州科技学院计算机科学与技术专业，2023年6月毕业。求职意向为C\/C++开发。具备一年多C++\/Qt相关工作经历，曾在上海佑创信息工程有限公司、上海软通动力有限公司、成都亿格人居科技有限公司从事C++\/Qt开发、测试用例编写、Bug修复、功能开发和文档编写。熟悉C\/C++、STL、Linux网络编程、多线程、Qt、MySQL\/Sqlite、TCP\/IP及常用开发调试工具。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/a40dc77e40f8e5b8_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/a40dc77e40f8e5b8_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:57:26.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 81,
"mysql_resume_id": 83,
"candidate_name": "时晓征",
"age": 24,
"highest_degree": "本科",
"school": "南京理工大学泰州科技学院",
"years_experience": 1.5,
"location": "",
"current_company": "上海佑创信息工程有限公司",
"skills": [
"C",
"C++",
"STL",
"智能指针",
"Linux网络编程",
"多线程",
"进程间通信",
"libevent",
"Qt",
"Qt Widgets",
"QML",
"界面布局",
"自定义控件",
"图形绘制",
"模型视图",
"QSerialPort",
"MySQL",
"Sqlite",
"数据结构",
"算法",
"TCP",
"IP",
"UDP",
"HTTP",
"UART"
],
"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1.5年",
"matched": false,
"evidence": "1.5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, makefile",
"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": "warning",
"redline_linux": "pass",
"redline_location": "unknown",
"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": "28\/39 个声称技能在项目和摘要中均无体现: ['智能指针', '进程间通信', 'Qt Widgets', 'QML', '界面布局', '自定义控件', '图形绘制', '模型视图']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2023年，经验1.5年，推算开始工作年份与预期毕业年份偏差2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": 2,
"timeline_ok": true,
"graduation_year": 2023,
"years_experience": 1.5,
"estimated_work_start": 2025,
"expected_graduation_start": 2045
},
"overall_consistency": 43,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"STL",
"智能指针",
"Linux网络编程",
"多线程",
"进程间通信",
"libevent",
"Qt",
"Qt Widgets",
"QML",
"界面布局",
"自定义控件",
"图形绘制",
"模型视图",
"QSerialPort",
"MySQL",
"Sqlite",
"数据结构",
"算法",
"TCP",
"IP",
"UDP",
"HTTP",
"UART"
],
"consistency_score": 43,
"skills_in_summary_only": [
"C",
"C++",
"STL",
"Linux网络编程",
"Qt",
"MySQL",
"Sqlite",
"TCP",
"IP"
],
"skills_without_evidence": [
"智能指针",
"进程间通信",
"Qt Widgets",
"QML",
"界面布局",
"自定义控件",
"图形绘制",
"模型视图",
"QSerialPort",
"数据结构",
"算法",
"UDP",
"HTTP",
"UART",
"RS232"
],
"skills_verified_in_projects": [
"Modbus TCP",
"libevent",
"Qt",
"MySQL",
"多线程",
"C",
"TCP",
"Linux网络编程"
]
}
},
"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": "2026-06-29T10:06:49.000000Z",
"updated_at": "2026-06-29T10:43:22.000000Z",
"overall_score": "{\"composite\": 62.0, \"stability\": 45, \"pace_match\": 63, \"tech_power\": 62, \"salary_match\": 78, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"tech_borderline\", \"detail\": \"技术力偏低(评分62\/100)，建议技术面重点考察\", \"severity\": \"medium\"}, {\"type\": \"low_stability\", \"detail\": \"稳定性存疑(评分45\/100)\", \"severity\": \"high\"}, {\"type\": \"pace_concern\", \"detail\": \"节奏匹配度偏低(评分63\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending_with_caution",
"score_breakdown": "{\"stability\": {\"score\": 45, \"weight\": 0.25, \"rationale\": \"基于1.5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\": 63, \"weight\": 0.2, \"rationale\": \"地点: 未知 + 普通 + 1.5年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 62, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 1.5年\", \"Linux: 通过\", \"加分: 0\/3\", \"交叉验证一致性: 43%\"], \"rationale\": \"硬性条件匹配 + 经验1.5年 + 8个项目 + 一致性43%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 78, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据1.5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\"}}"
}
}