交叉验证详情

李
李月

简历ID 74 初筛 #84 一致性 45
学历-经验时间线

gap_years 0
timeline_ok 是
graduation_year 2026
years_experience 0.5
estimated_work_start 2026
expected_graduation_start 2048
技能-项目一致性

得分
45
声称技能 (25)
C++ Python Linux Git Jira 软件使用说明书撰写 CMake Makefile GCC交叉编译工具链数据结构 Qt Creator Qt SQLite MySQL ROS ROS消息定义 topic映射 rviz TCP UDP Wireshark DBC CAN 周立功 CANOE
项目中验证 (9)
OpenCV SeetaFace2 Qt TCP Socket C++ 多线程 SQLite TCP Linux
仅在摘要中 (9)
C++ Python Linux Qt ROS TCP UDP CAN PyTorch
无证据 (15)
Git Jira 软件使用说明书撰写 CMake Makefile GCC交叉编译工具链数据结构 Qt Creator SQLite MySQL ROS消息定义 topic映射 rviz Wireshark DBC
矛盾/可疑信号

skill_project_gap high
30/40 个声称技能在项目和摘要中均无体现: ['Git', 'Jira', '软件使用说明书撰写', 'CMake', 'Makefile', 'GCC交叉编译工具链', '数据结构', 'Qt Creator']
建议：面试时验证这些技能的真实性
timeline_anomaly medium
毕业2026年，经验0.5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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    "mysql_resume_id": 74,
    "screening_id": 84,
    "skill_project_consistency": {
        "noisy_skills": [],
        "claimed_skills": [
            "C++",
            "Python",
            "Linux",
            "Git",
            "Jira",
            "软件使用说明书撰写",
            "CMake",
            "Makefile",
            "GCC交叉编译工具链",
            "数据结构",
            "Qt Creator",
            "Qt",
            "SQLite",
            "MySQL",
            "ROS",
            "ROS消息定义",
            "topic映射",
            "rviz",
            "TCP",
            "UDP",
            "Wireshark",
            "DBC",
            "CAN",
            "周立功",
            "CANOE"
        ],
        "consistency_score": 45,
        "skills_in_summary_only": [
            "C++",
            "Python",
            "Linux",
            "Qt",
            "ROS",
            "TCP",
            "UDP",
            "CAN",
            "PyTorch"
        ],
        "skills_without_evidence": [
            "Git",
            "Jira",
            "软件使用说明书撰写",
            "CMake",
            "Makefile",
            "GCC交叉编译工具链",
            "数据结构",
            "Qt Creator",
            "SQLite",
            "MySQL",
            "ROS消息定义",
            "topic映射",
            "rviz",
            "Wireshark",
            "DBC"
        ],
        "skills_verified_in_projects": [
            "OpenCV",
            "SeetaFace2",
            "Qt",
            "TCP Socket",
            "C++",
            "多线程",
            "SQLite",
            "TCP",
            "Linux"
        ]
    },
    "education_timeline": {
        "gap_years": 0,
        "timeline_ok": true,
        "graduation_year": 2026,
        "years_experience": 0.5,
        "estimated_work_start": 2026,
        "expected_graduation_start": 2048
    },
    "salary_location_check": null,
    "skill_level_contradictions": null,
    "overall_consistency": 45,
    "flags": [
        {
            "type": "skill_project_gap",
            "detail": "30\/40 个声称技能在项目和摘要中均无体现: ['Git', 'Jira', '软件使用说明书撰写', 'CMake', 'Makefile', 'GCC交叉编译工具链', '数据结构', 'Qt Creator']",
            "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0.5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": "2026-06-29T10:06:51.000000Z",
    "resume": {
        "id": 74,
        "resource_id": 74,
        "source_text_sha256": "f881d6bffee4ee2097429090020af3b3695e37aad9b17ac2c99d27d73cb063f7",
        "target_role": "C++",
        "candidate_name": "李月",
        "age": null,
        "phone": "13604964617",
        "email": "slyy0713@126.com",
        "wechat": "",
        "location": "上海市浦东新区",
        "highest_degree": "硕士",
        "school": "上海海事大学",
        "major": "控制科学与工程",
        "graduation_year": 2026,
        "years_experience": 0,
        "current_company": "上海几何伙伴智能驾驶有限公司",
        "current_title": "工具链开发实习生",
        "skills_json": [
            "C++",
            "Python",
            "Linux",
            "Git",
            "Jira",
            "软件使用说明书撰写",
            "CMake",
            "Makefile",
            "GCC交叉编译工具链",
            "数据结构",
            "Qt Creator",
            "Qt",
            "SQLite",
            "MySQL",
            "ROS",
            "ROS消息定义",
            "topic映射",
            "rviz",
            "TCP",
            "UDP",
            "Wireshark",
            "DBC",
            "CAN",
            "周立功",
            "CANOE",
            "PyTorch",
            "计算机图像处理",
            "深度学习模型",
            "OpenCV",
            "SeetaFace2",
            "TCP Socket",
            "多线程",
            "ISO-TP",
            "UDS诊断协议",
            "CRC校验",
            "PCAN",
            "RT-Range",
            "GPS",
            "TAI时间戳对齐",
            "ISO 8855"
        ],
        "summary": "李月，上海海事大学控制科学与工程硕士研究生，预计2026年6月毕业，本科毕业于大连交通大学轨道交通信号与控制专业。研究方向包括基于扩散模型的水下图像增强和基于YOLO v11的水下场景目标检测。2025年6月至12月在上海几何伙伴智能驾驶有限公司任工具链开发实习生，参与ROS雷达数据处理、Qt\/C++ Bootloader刷写工具和Python雷达精度分析链路开发。技能包括C++、Python、Linux、Qt、ROS、CAN、TCP\/UDP、PyTorch等。",
        "raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/0d51c65733f231f1_raw.txt",
        "raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/0d51c65733f231f1_raw.txt",
        "parser_version": "resume-parser-v1.1+codex",
        "llm_used": true,
        "created_at": "2026-06-29T07:38:52.000000Z",
        "updated_at": "2026-06-29T12:57:02.000000Z",
        "deleted_at": null
    },
    "screening": {
        "id": 84,
        "mysql_resume_id": 74,
        "candidate_name": "李月",
        "age": null,
        "highest_degree": "硕士",
        "school": "上海海事大学",
        "years_experience": 0.5,
        "location": "上海市浦东新区",
        "current_company": "上海几何伙伴智能驾驶有限公司",
        "skills": [
            "C++",
            "Python",
            "Linux",
            "Git",
            "Jira",
            "软件使用说明书撰写",
            "CMake",
            "Makefile",
            "GCC交叉编译工具链",
            "数据结构",
            "Qt Creator",
            "Qt",
            "SQLite",
            "MySQL",
            "ROS",
            "ROS消息定义",
            "topic映射",
            "rviz",
            "TCP",
            "UDP",
            "Wireshark",
            "DBC",
            "CAN",
            "周立功",
            "CANOE"
        ],
        "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": "硕士",
            "severity": "must"
        },
        "check_experience": {
            "label": "经验年限",
            "detail": "要求≥3.0年，实际0.5年",
            "matched": false,
            "evidence": "0.5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, makefile, 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, 图像",
            "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": "risk",
        "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": "30\/40 个声称技能在项目和摘要中均无体现: ['Git', 'Jira', '软件使用说明书撰写', 'CMake', 'Makefile', 'GCC交叉编译工具链', '数据结构', 'Qt Creator']",
                    "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0.5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": 2026,
                "years_experience": 0.5,
                "estimated_work_start": 2026,
                "expected_graduation_start": 2048
            },
            "overall_consistency": 45,
            "skill_contradictions": [],
            "field_completeness_pct": 90,
            "skill_project_consistency": {
                "noisy_skills": [],
                "claimed_skills": [
                    "C++",
                    "Python",
                    "Linux",
                    "Git",
                    "Jira",
                    "软件使用说明书撰写",
                    "CMake",
                    "Makefile",
                    "GCC交叉编译工具链",
                    "数据结构",
                    "Qt Creator",
                    "Qt",
                    "SQLite",
                    "MySQL",
                    "ROS",
                    "ROS消息定义",
                    "topic映射",
                    "rviz",
                    "TCP",
                    "UDP",
                    "Wireshark",
                    "DBC",
                    "CAN",
                    "周立功",
                    "CANOE"
                ],
                "consistency_score": 45,
                "skills_in_summary_only": [
                    "C++",
                    "Python",
                    "Linux",
                    "Qt",
                    "ROS",
                    "TCP",
                    "UDP",
                    "CAN",
                    "PyTorch"
                ],
                "skills_without_evidence": [
                    "Git",
                    "Jira",
                    "软件使用说明书撰写",
                    "CMake",
                    "Makefile",
                    "GCC交叉编译工具链",
                    "数据结构",
                    "Qt Creator",
                    "SQLite",
                    "MySQL",
                    "ROS消息定义",
                    "topic映射",
                    "rviz",
                    "Wireshark",
                    "DBC"
                ],
                "skills_verified_in_projects": [
                    "OpenCV",
                    "SeetaFace2",
                    "Qt",
                    "TCP Socket",
                    "C++",
                    "多线程",
                    "SQLite",
                    "TCP",
                    "Linux"
                ]
            }
        },
        "screening_verdict": "reject",
        "screening_summary": "经验严重不足（要求≥3年，实际0.5年，不足50%），触发 experience_minimum 红线",
        "pushed_to_feishu": false,
        "feishu_message_id": "",
        "created_at": "2026-06-29T10:06:51.000000Z",
        "updated_at": "2026-06-29T10:43:23.000000Z",
        "overall_score": "{\"composite\": 61.7, \"stability\": 40, \"pace_match\": 53, \"tech_power\": 67, \"salary_match\": 85, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
        "risk_flags": "[{\"type\": \"low_stability\", \"detail\": \"稳定性存疑(评分40\/100)\", \"severity\": \"high\"}, {\"type\": \"pace_concern\", \"detail\": \"节奏匹配度偏低(评分53\/100)\", \"severity\": \"medium\"}]",
        "recommended_action": "reject",
        "score_breakdown": "{\"stability\": {\"score\": 40, \"weight\": 0.25, \"rationale\": \"基于0.5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\": 53, \"weight\": 0.2, \"rationale\": \"地点: 上海市浦东新区 + 普通 + 0.5年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 67, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 0.5年\", \"Linux: 通过\", \"加分: 1\/3\", \"交叉验证一致性: 45%\"], \"rationale\": \"硬性条件匹配 + 经验0.5年 + 9个项目 + 一致性45%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 85, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据0.5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\"}}"
    }
}