交叉验证
#79
刘
刘敏丹
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
2026
years_experience
estimated_work_start
expected_graduation_start
2048
技能-项目一致性
得分
40
声称技能 (25)
C
C++
C#
C++11
C++14
C++17
STL
智能指针
模板
继承和多态
数据结构
顺序表
链表
哈希表
栈
队列
树
堆
排序算法
Linux
vim
gcc
g++
gdb
git
项目中验证 (10)
HTTP
模板
gdb
C++14
C++
C++17
多线程
C
TCP
Linux
仅在摘要中 (6)
C
C++
C#
Linux
git
HTTP
无证据 (15)
C++11
C++14
C++17
STL
智能指针
继承和多态
数据结构
顺序表
链表
哈希表
栈
队列
树
堆
排序算法
矛盾/可疑信号
skill_project_gap
high
31/40 个声称技能在项目和摘要中均无体现: ['C++11', 'C++14', 'C++17', 'STL', '智能指针', '继承和多态', '数据结构', '顺序表']
建议：面试时验证这些技能的真实性
完整原始数据
{
"id": 79,
"mysql_resume_id": 72,
"screening_id": 79,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"C#",
"C++11",
"C++14",
"C++17",
"STL",
"智能指针",
"模板",
"继承和多态",
"数据结构",
"顺序表",
"链表",
"哈希表",
"栈",
"队列",
"树",
"堆",
"排序算法",
"Linux",
"vim",
"gcc",
"g++",
"gdb",
"git"
],
"consistency_score": 40,
"skills_in_summary_only": [
"C",
"C++",
"C#",
"Linux",
"git",
"HTTP"
],
"skills_without_evidence": [
"C++11",
"C++14",
"C++17",
"STL",
"智能指针",
"继承和多态",
"数据结构",
"顺序表",
"链表",
"哈希表",
"栈",
"队列",
"树",
"堆",
"排序算法"
],
"skills_verified_in_projects": [
"HTTP",
"模板",
"gdb",
"C++14",
"C++",
"C++17",
"多线程",
"C",
"TCP",
"Linux"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2026,
"years_experience": null,
"estimated_work_start": null,
"expected_graduation_start": 2048
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 40,
"flags": [
{
"type": "skill_project_gap",
"detail": "31\/40 个声称技能在项目和摘要中均无体现: ['C++11', 'C++14', 'C++17', 'STL', '智能指针', '继承和多态', '数据结构', '顺序表']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
}
],
"created_at": "2026-06-29T10:06:49.000000Z",
"resume": {
"id": 72,
"resource_id": 72,
"source_text_sha256": "c3714eaf23a1f4bc5ac016f602b81e9c626e4e500b978fa8a6eb3ece3c709929",
"target_role": "C++",
"candidate_name": "刘敏丹",
"age": 22,
"phone": "15091399593",
"email": "3341889189@qq.com",
"wechat": "",
"location": "陕西西安",
"highest_degree": "本科",
"school": "西安财经大学",
"major": "计算机科学与技术",
"graduation_year": 2026,
"years_experience": 0,
"current_company": "江苏集萃苏科思科技有限公司",
"current_title": "软件实习生",
"skills_json": [
"C",
"C++",
"C#",
"C++11",
"C++14",
"C++17",
"STL",
"智能指针",
"模板",
"继承和多态",
"数据结构",
"顺序表",
"链表",
"哈希表",
"栈",
"队列",
"树",
"堆",
"排序算法",
"Linux",
"vim",
"gcc",
"g++",
"gdb",
"git",
"cmake",
"makefile",
"多线程",
"多进程",
"进程间通信",
"共享内存",
"管道",
"消息队列",
"Socket网络编程",
"select",
"poll",
"epoll",
"HTTP",
"HTTPS",
"TCP"
],
"summary": "刘敏丹，女，22岁，陕西西安，西安财经大学计算机科学与技术本科在读，预计2026年6月毕业，专业成绩前5%。曾在江苏集萃苏科思科技有限公司担任软件实习生，参与超精密气浮运动平台系统的软件开发与测试，涉及SDK开发维护、API测试、C#测试工具、日志封装、WPF页面对接与Bug复现分析。熟悉C\/C++、Linux、网络编程、多线程、MySQL和Git，完成线程池、HTTP服务器、云相册系统等项目。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/3c7a1324855e61a1_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/3c7a1324855e61a1_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:37:13.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 79,
"mysql_resume_id": 72,
"candidate_name": "刘敏丹",
"age": 22,
"highest_degree": "本科",
"school": "西安财经大学",
"years_experience": null,
"location": "陕西西安",
"current_company": "江苏集萃苏科思科技有限公司",
"skills": [
"C",
"C++",
"C#",
"C++11",
"C++14",
"C++17",
"STL",
"智能指针",
"模板",
"继承和多态",
"数据结构",
"顺序表",
"链表",
"哈希表",
"栈",
"队列",
"树",
"堆",
"排序算法",
"Linux",
"vim",
"gcc",
"g++",
"gdb",
"git"
],
"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",
"detail": "经验年限未知",
"matched": false,
"evidence": "无法提取",
"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(4\/5): linux, gdb, 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": 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": "unknown",
"redline_linux": "pass",
"redline_location": "risk",
"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": "31\/40 个声称技能在项目和摘要中均无体现: ['C++11', 'C++14', 'C++17', 'STL', '智能指针', '继承和多态', '数据结构', '顺序表']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2026,
"years_experience": null,
"estimated_work_start": null,
"expected_graduation_start": 2048
},
"overall_consistency": 40,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"C#",
"C++11",
"C++14",
"C++17",
"STL",
"智能指针",
"模板",
"继承和多态",
"数据结构",
"顺序表",
"链表",
"哈希表",
"栈",
"队列",
"树",
"堆",
"排序算法",
"Linux",
"vim",
"gcc",
"g++",
"gdb",
"git"
],
"consistency_score": 40,
"skills_in_summary_only": [
"C",
"C++",
"C#",
"Linux",
"git",
"HTTP"
],
"skills_without_evidence": [
"C++11",
"C++14",
"C++17",
"STL",
"智能指针",
"继承和多态",
"数据结构",
"顺序表",
"链表",
"哈希表",
"栈",
"队列",
"树",
"堆",
"排序算法"
],
"skills_verified_in_projects": [
"HTTP",
"模板",
"gdb",
"C++14",
"C++",
"C++17",
"多线程",
"C",
"TCP",
"Linux"
]
}
},
"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": "2026-06-29T10:43:20.000000Z",
"overall_score": "{\"composite\": 63.2, \"stability\": 48, \"pace_match\": 58, \"tech_power\": 62, \"salary_match\": 85, \"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48\/100)\", \"severity\": \"high\"}, {\"type\": \"pace_concern\", \"detail\": \"节奏匹配度偏低(评分58\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending_with_caution",
"score_breakdown": "{\"stability\": {\"score\": 48, \"weight\": 0.25, \"rationale\": \"基于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\": 58, \"weight\": 0.2, \"rationale\": \"地点: 陕西西安 + 普通 + 0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 62, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 0年\", \"Linux: 通过\", \"加分: 0\/3\", \"交叉验证一致性: 40%\"], \"rationale\": \"硬性条件匹配 + 经验0年 + 10个项目 + 一致性40%\", \"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\"}}"
}
}