交叉验证
#26
张
张嘉旺
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
years_experience
7
estimated_work_start
2019
expected_graduation_start
技能-项目一致性
得分
52
声称技能 (25)
C
C++
C++11
面向对象
封装
继承
多态
模板编程
智能指针
RAII
STL
数据结构
顺序表
链表
栈
队列
堆
二叉树
哈希表
排序算法
冒泡排序
插入排序
选择排序
希尔排序
快速排序
项目中验证 (1)
C
仅在摘要中 (10)
C
C++
C++11
面向对象
智能指针
RAII
STL
数据结构
排序算法
AVL树
无证据 (15)
封装
继承
多态
模板编程
顺序表
链表
栈
队列
堆
二叉树
哈希表
冒泡排序
插入排序
选择排序
希尔排序
矛盾/可疑信号
skill_project_gap
high
20/40 个声称技能在项目和摘要中均无体现: ['封装', '继承', '多态', '模板编程', '顺序表', '链表', '栈', '队列']
建议：面试时验证这些技能的真实性
完整原始数据
{
"id": 26,
"mysql_resume_id": 57,
"screening_id": 26,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"C++11",
"面向对象",
"封装",
"继承",
"多态",
"模板编程",
"智能指针",
"RAII",
"STL",
"数据结构",
"顺序表",
"链表",
"栈",
"队列",
"堆",
"二叉树",
"哈希表",
"排序算法",
"冒泡排序",
"插入排序",
"选择排序",
"希尔排序",
"快速排序"
],
"consistency_score": 52,
"skills_in_summary_only": [
"C",
"C++",
"C++11",
"面向对象",
"智能指针",
"RAII",
"STL",
"数据结构",
"排序算法",
"AVL树"
],
"skills_without_evidence": [
"封装",
"继承",
"多态",
"模板编程",
"顺序表",
"链表",
"栈",
"队列",
"堆",
"二叉树",
"哈希表",
"冒泡排序",
"插入排序",
"选择排序",
"希尔排序"
],
"skills_verified_in_projects": [
"C"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": null,
"years_experience": 7,
"estimated_work_start": 2019,
"expected_graduation_start": null
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 52,
"flags": [
{
"type": "skill_project_gap",
"detail": "20\/40 个声称技能在项目和摘要中均无体现: ['封装', '继承', '多态', '模板编程', '顺序表', '链表', '栈', '队列']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
}
],
"created_at": "2026-06-29T10:06:20.000000Z",
"resume": {
"id": 57,
"resource_id": 57,
"source_text_sha256": "e08ccd3bbb276f7728f7249714011e8181e0dda520f613b40d3c06bbb5569c12",
"target_role": "C++",
"candidate_name": "张嘉旺",
"age": null,
"phone": "155-2939-8397",
"email": "2940568120@qq.com",
"wechat": "",
"location": "",
"highest_degree": "本科",
"school": "陕西科技大学",
"major": "电子科学与技术",
"graduation_year": null,
"years_experience": 7,
"current_company": "",
"current_title": "",
"skills_json": [
"C",
"C++",
"C++11",
"面向对象",
"封装",
"继承",
"多态",
"模板编程",
"智能指针",
"RAII",
"STL",
"数据结构",
"顺序表",
"链表",
"栈",
"队列",
"堆",
"二叉树",
"哈希表",
"排序算法",
"冒泡排序",
"插入排序",
"选择排序",
"希尔排序",
"快速排序",
"归并排序",
"堆排序",
"AVL树",
"红黑树",
"MySQL",
"设计模式",
"单例模式",
"Linux命令",
"vim",
"gcc",
"gdb",
"git",
"Makefile",
"Linux系统编程",
"Socket编程"
],
"summary": "张嘉旺，本科就读于陕西科技大学电子科学与技术专业，求职意向为C++后端工程师。掌握C\/C++、C++11、STL、常用数据结构与排序算法，了解面向对象、智能指针、RAII、AVL树、红黑树、单例模式和MySQL基础操作。熟悉Linux命令、vim、gcc、gdb、git、Makefile、进程、线程、进程间通信、同步互斥、线程池、TCP\/IP、UDP、TCP、HTTP及Linux Socket编程。曾完成高并发内存池项目，获得蓝桥杯及校级数学竞赛奖项。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/285351a516c08f34_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/285351a516c08f34_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:19:13.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 26,
"mysql_resume_id": 57,
"candidate_name": "张嘉旺",
"age": null,
"highest_degree": "本科",
"school": "陕西科技大学",
"years_experience": 7,
"location": "",
"current_company": "",
"skills": [
"C",
"C++",
"C++11",
"面向对象",
"封装",
"继承",
"多态",
"模板编程",
"智能指针",
"RAII",
"STL",
"数据结构",
"顺序表",
"链表",
"栈",
"队列",
"堆",
"二叉树",
"哈希表",
"排序算法",
"冒泡排序",
"插入排序",
"选择排序",
"希尔排序",
"快速排序"
],
"parse_quality_score": 80,
"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7.0年",
"matched": true,
"evidence": "7.0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(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": "pass",
"redline_linux": "pass",
"redline_location": "unknown",
"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": "20\/40 个声称技能在项目和摘要中均无体现: ['封装', '继承', '多态', '模板编程', '顺序表', '链表', '栈', '队列']",
"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": null,
"years_experience": 7,
"estimated_work_start": 2019,
"expected_graduation_start": null
},
"overall_consistency": 52,
"skill_contradictions": [],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"C++11",
"面向对象",
"封装",
"继承",
"多态",
"模板编程",
"智能指针",
"RAII",
"STL",
"数据结构",
"顺序表",
"链表",
"栈",
"队列",
"堆",
"二叉树",
"哈希表",
"排序算法",
"冒泡排序",
"插入排序",
"选择排序",
"希尔排序",
"快速排序"
],
"consistency_score": 52,
"skills_in_summary_only": [
"C",
"C++",
"C++11",
"面向对象",
"智能指针",
"RAII",
"STL",
"数据结构",
"排序算法",
"AVL树"
],
"skills_without_evidence": [
"封装",
"继承",
"多态",
"模板编程",
"顺序表",
"链表",
"栈",
"队列",
"堆",
"二叉树",
"哈希表",
"冒泡排序",
"插入排序",
"选择排序",
"希尔排序"
],
"skills_verified_in_projects": [
"C"
]
}
},
"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": "2026-06-29T10:06:20.000000Z",
"updated_at": "2026-06-29T10:42:50.000000Z",
"overall_score": "{\"composite\": 75.2, \"stability\": 72, \"pace_match\": 66, \"tech_power\": 85, \"salary_match\": 74, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"salary_slightly_over\", \"detail\": \"薪资略超预算(匹配度74\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "approve",
"score_breakdown": "{\"stability\": {\"score\": 72, \"weight\": 0.25, \"rationale\": \"基于7.0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\": 66, \"weight\": 0.2, \"rationale\": \"地点: 未知 + 普通 + 7.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 85, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 7.0年\", \"Linux: 通过\", \"加分: 0\/3\", \"交叉验证一致性: 52%\"], \"rationale\": \"硬性条件匹配 + 经验7.0年 + 1个项目 + 一致性52%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 74, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据7.0年经验+学校+公司+城市推断\", \"confidence\": \"low\"}, \"communication\": {\"score\": 75, \"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\"}}"
}
}