交叉验证详情

刘
刘迅威

简历ID 91 初筛 #13 一致性 74
学历-经验时间线

gap_years 0
timeline_ok 是
graduation_year 2017
years_experience 9
estimated_work_start 2017
expected_graduation_start 2039
技能-项目一致性

得分
74
声称技能 (25)
C C++ 数据结构算法 Linux 应用程序开发 Linux 调试 Linux 进程间通信多线程开发 Linux 网络编程 Linux 故障排查性能优化 CMake Windows Duilib 界面编程 Windows 消息映射进程间同步与通信 QNX AUTOSAR AP AUTOSAR CM Qt ffmpeg DDS fastdds WebRTC MQTT DoIP
项目中验证 (15)
性能优化 WebRTC UDS DoIP Qt DUI TELNET H264 SSH QNX RDP FTP MQTT C Suricata
仅在摘要中 (10)
C C++ CMake QNX AUTOSAR AP AUTOSAR CM Qt ffmpeg DDS fastdds
无证据 (15)
数据结构算法 Linux 应用程序开发 Linux 调试 Linux 进程间通信多线程开发 Linux 网络编程 Linux 故障排查 Windows Duilib 界面编程 Windows 消息映射进程间同步与通信 WebRTC MQTT DoIP UDS
矛盾/可疑信号

skill_project_gap high
27/39 个声称技能在项目和摘要中均无体现: ['数据结构', '算法', 'Linux 应用程序开发', 'Linux 调试', 'Linux 进程间通信', '多线程开发', 'Linux 网络编程', 'Linux 故障排查']
建议：面试时验证这些技能的真实性
timeline_anomaly medium
毕业2017年，经验9.0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

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        {
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            "detail": "27\/39 个声称技能在项目和摘要中均无体现: ['数据结构', '算法', 'Linux 应用程序开发', 'Linux 调试', 'Linux 进程间通信', '多线程开发', 'Linux 网络编程', 'Linux 故障排查']",
            "severity": "high",
            "suggested_check": "面试时验证这些技能的真实性"
        },
        {
            "type": "timeline_anomaly",
            "detail": "毕业2017年，经验9.0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"
        }
    ],
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        "email": "17612148219@163.com",
        "wechat": "",
        "location": "苏州",
        "highest_degree": "硕士",
        "school": "南京理工大学",
        "major": "控制理论与控制工程",
        "graduation_year": 2017,
        "years_experience": 9,
        "current_company": "苏州挚途科技有限公司",
        "current_title": "资深 C++开发工程师",
        "skills_json": [
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            "C++",
            "数据结构",
            "算法",
            "Linux 应用程序开发",
            "Linux 调试",
            "Linux 进程间通信",
            "多线程开发",
            "Linux 网络编程",
            "Linux 故障排查",
            "性能优化",
            "CMake",
            "Windows Duilib 界面编程",
            "Windows 消息映射",
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            "RPM",
            "H264",
            "VS2010",
            "DUI",
            "jemalloc",
            "iceoryx"
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        "mysql_resume_id": 91,
        "candidate_name": "刘迅威",
        "age": null,
        "highest_degree": "硕士",
        "school": "南京理工大学",
        "years_experience": 9,
        "location": "苏州",
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            "C++",
            "数据结构",
            "算法",
            "Linux 应用程序开发",
            "Linux 调试",
            "Linux 进程间通信",
            "多线程开发",
            "Linux 网络编程",
            "Linux 故障排查",
            "性能优化",
            "CMake",
            "Windows Duilib 界面编程",
            "Windows 消息映射",
            "进程间同步与通信",
            "QNX",
            "AUTOSAR AP",
            "AUTOSAR CM",
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            "fastdds",
            "WebRTC",
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        "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9.0年",
            "matched": true,
            "evidence": "9.0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(2\/5): linux, 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": 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": "pass",
        "redline_location": "pass",
        "redline_single_day_off": "pending_interview",
        "match_score": 70,
        "hard_all_pass": true,
        "bonus_hit_count": 0,
        "cross_reference": {
            "flags": [
                {
                    "type": "skill_project_gap",
                    "detail": "27\/39 个声称技能在项目和摘要中均无体现: ['数据结构', '算法', 'Linux 应用程序开发', 'Linux 调试', 'Linux 进程间通信', '多线程开发', 'Linux 网络编程', 'Linux 故障排查']",
                    "severity": "high",
                    "suggested_check": "面试时验证这些技能的真实性"
                },
                {
                    "type": "timeline_anomaly",
                    "detail": "毕业2017年，经验9.0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,
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                "years_experience": 9,
                "estimated_work_start": 2017,
                "expected_graduation_start": 2039
            },
            "overall_consistency": 74,
            "skill_contradictions": [],
            "field_completeness_pct": 90,
            "skill_project_consistency": {
                "noisy_skills": [],
                "claimed_skills": [
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                    "C++",
                    "数据结构",
                    "算法",
                    "Linux 应用程序开发",
                    "Linux 调试",
                    "Linux 进程间通信",
                    "多线程开发",
                    "Linux 网络编程",
                    "Linux 故障排查",
                    "性能优化",
                    "CMake",
                    "Windows Duilib 界面编程",
                    "Windows 消息映射",
                    "进程间同步与通信",
                    "QNX",
                    "AUTOSAR AP",
                    "AUTOSAR CM",
                    "Qt",
                    "ffmpeg",
                    "DDS",
                    "fastdds",
                    "WebRTC",
                    "MQTT",
                    "DoIP"
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                "consistency_score": 74,
                "skills_in_summary_only": [
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                    "QNX",
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                    "AUTOSAR CM",
                    "Qt",
                    "ffmpeg",
                    "DDS",
                    "fastdds"
                ],
                "skills_without_evidence": [
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                    "算法",
                    "Linux 应用程序开发",
                    "Linux 调试",
                    "Linux 进程间通信",
                    "多线程开发",
                    "Linux 网络编程",
                    "Linux 故障排查",
                    "Windows Duilib 界面编程",
                    "Windows 消息映射",
                    "进程间同步与通信",
                    "WebRTC",
                    "MQTT",
                    "DoIP",
                    "UDS"
                ],
                "skills_verified_in_projects": [
                    "性能优化",
                    "WebRTC",
                    "UDS",
                    "DoIP",
                    "Qt",
                    "DUI",
                    "TELNET",
                    "H264",
                    "SSH",
                    "QNX",
                    "RDP",
                    "FTP",
                    "MQTT",
                    "C",
                    "Suricata"
                ]
            }
        },
        "screening_verdict": "pass",
        "screening_summary": "硬性条件全部通过，匹配度70%，加分项0\/3，建议周总审核进入技术面",
        "pushed_to_feishu": false,
        "feishu_message_id": "",
        "created_at": "2026-06-29T10:06:12.000000Z",
        "updated_at": "2026-06-29T10:42:41.000000Z",
        "overall_score": "{\"composite\": 82.7, \"stability\": 67, \"pace_match\": 88, \"tech_power\": 95, \"salary_match\": 79, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
        "risk_flags": null,
        "recommended_action": "strong_approve",
        "score_breakdown": "{\"stability\": {\"score\": 67, \"weight\": 0.25, \"rationale\": \"基于9.0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\": 88, \"weight\": 0.2, \"rationale\": \"地点: 苏州✅ + 普通 + 9.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 95, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 9.0年\", \"Linux: 通过\", \"加分: 0\/3\", \"交叉验证一致性: 74%\"], \"rationale\": \"硬性条件匹配 + 经验9.0年 + 15个项目 + 一致性74%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 79, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据9.0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\"}}"
    }
}