交叉验证
#95
徐
徐展韬
学历-经验时间线
gap_years
1
timeline_ok
是
graduation_year
2023
years_experience
2
estimated_work_start
2024
expected_graduation_start
2045
技能-项目一致性
得分
52
声称技能 (21)
C
C++
Windows
Linux
VS
Qt
跨平台开发
调试
底层开发
性能优化
通信协议解析
硬件驱动适配
功能测试模块开发
数据可视化
Modbus
CAN报文
多线程
上位机开发
工业自动化
电力系统测试仪
充电桩测试仪
项目中验证 (3)
上位机开发
底层开发
充电桩测试仪
仅在摘要中 (8)
C
C++
Linux
Qt
Modbus
CAN报文
多线程
电力系统测试仪
无证据 (10)
Windows
VS
跨平台开发
调试
性能优化
通信协议解析
硬件驱动适配
功能测试模块开发
数据可视化
工业自动化
矛盾/可疑信号
skill_project_gap
high
10/21 个声称技能在项目和摘要中均无体现: ['Windows', 'VS', '跨平台开发', '调试', '性能优化', '通信协议解析', '硬件驱动适配', '功能测试模块开发']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2023年，经验2.0年，推算开始工作年份与预期毕业年份偏差1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": 95,
"mysql_resume_id": 81,
"screening_id": 95,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Windows",
"Linux",
"VS",
"Qt",
"跨平台开发",
"调试",
"底层开发",
"性能优化",
"通信协议解析",
"硬件驱动适配",
"功能测试模块开发",
"数据可视化",
"Modbus",
"CAN报文",
"多线程",
"上位机开发",
"工业自动化",
"电力系统测试仪",
"充电桩测试仪"
],
"consistency_score": 52,
"skills_in_summary_only": [
"C",
"C++",
"Linux",
"Qt",
"Modbus",
"CAN报文",
"多线程",
"电力系统测试仪"
],
"skills_without_evidence": [
"Windows",
"VS",
"跨平台开发",
"调试",
"性能优化",
"通信协议解析",
"硬件驱动适配",
"功能测试模块开发",
"数据可视化",
"工业自动化"
],
"skills_verified_in_projects": [
"上位机开发",
"底层开发",
"充电桩测试仪"
]
},
"education_timeline": {
"gap_years": 1,
"timeline_ok": true,
"graduation_year": 2023,
"years_experience": 2,
"estimated_work_start": 2024,
"expected_graduation_start": 2045
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 52,
"flags": [
{
"type": "skill_project_gap",
"detail": "10\/21 个声称技能在项目和摘要中均无体现: ['Windows', 'VS', '跨平台开发', '调试', '性能优化', '通信协议解析', '硬件驱动适配', '功能测试模块开发']",
"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2.0年，推算开始工作年份与预期毕业年份偏差1年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:56.000000Z",
"resume": {
"id": 81,
"resource_id": 81,
"source_text_sha256": "fb1ce6f70bb0d01b8e9db566afe79cba67e42b549ca793965803ebdb578e5257",
"target_role": "C++",
"candidate_name": "徐展韬",
"age": 23,
"phone": "",
"email": "",
"wechat": "",
"location": "南京",
"highest_degree": "本科",
"school": "东南大学",
"major": "能源与动力工程",
"graduation_year": 2023,
"years_experience": 2,
"current_company": "南京中烁电力技术服务有限公司",
"current_title": "C\/C++",
"skills_json": [
"C",
"C++",
"Windows",
"Linux",
"VS",
"Qt",
"跨平台开发",
"调试",
"底层开发",
"性能优化",
"通信协议解析",
"硬件驱动适配",
"功能测试模块开发",
"数据可视化",
"Modbus",
"CAN报文",
"多线程",
"上位机开发",
"工业自动化",
"电力系统测试仪",
"充电桩测试仪"
],
"summary": "徐展韬，23岁，本科学历，东南大学能源与动力工程专业，2019-2023年就读。拥有2年开发经验，最近在南京中烁电力技术服务有限公司从事C\/C++相关工作，参与电力系统测试仪长期迭代、上位机功能优化，并负责交流及直流充电桩测试仪底层软件开发，涉及C\/C++、Qt、Linux、Modbus、CAN报文、多线程等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/f139db0bba4ab097_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/f139db0bba4ab097_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:54:36.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 95,
"mysql_resume_id": 81,
"candidate_name": "徐展韬",
"age": 23,
"highest_degree": "本科",
"school": "东南大学",
"years_experience": 2,
"location": "南京",
"current_company": "南京中烁电力技术服务有限公司",
"skills": [
"C",
"C++",
"Windows",
"Linux",
"VS",
"Qt",
"跨平台开发",
"调试",
"底层开发",
"性能优化",
"通信协议解析",
"硬件驱动适配",
"功能测试模块开发",
"数据可视化",
"Modbus",
"CAN报文",
"多线程",
"上位机开发",
"工业自动化",
"电力系统测试仪",
"充电桩测试仪"
],
"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2.0年",
"matched": false,
"evidence": "2.0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": false,
"evidence": "命中关键词(1\/5): linux",
"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": "weak",
"redline_location": "risk",
"redline_single_day_off": "pending_interview",
"match_score": 23,
"hard_all_pass": false,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "10\/21 个声称技能在项目和摘要中均无体现: ['Windows', 'VS', '跨平台开发', '调试', '性能优化', '通信协议解析', '硬件驱动适配', '功能测试模块开发']",
"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2.0年，推算开始工作年份与预期毕业年份偏差1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": 1,
"timeline_ok": true,
"graduation_year": 2023,
"years_experience": 2,
"estimated_work_start": 2024,
"expected_graduation_start": 2045
},
"overall_consistency": 52,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Windows",
"Linux",
"VS",
"Qt",
"跨平台开发",
"调试",
"底层开发",
"性能优化",
"通信协议解析",
"硬件驱动适配",
"功能测试模块开发",
"数据可视化",
"Modbus",
"CAN报文",
"多线程",
"上位机开发",
"工业自动化",
"电力系统测试仪",
"充电桩测试仪"
],
"consistency_score": 52,
"skills_in_summary_only": [
"C",
"C++",
"Linux",
"Qt",
"Modbus",
"CAN报文",
"多线程",
"电力系统测试仪"
],
"skills_without_evidence": [
"Windows",
"VS",
"跨平台开发",
"调试",
"性能优化",
"通信协议解析",
"硬件驱动适配",
"功能测试模块开发",
"数据可视化",
"工业自动化"
],
"skills_verified_in_projects": [
"上位机开发",
"底层开发",
"充电桩测试仪"
]
}
},
"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": "2026-06-29T10:06:56.000000Z",
"updated_at": "2026-06-29T10:43:28.000000Z",
"overall_score": "{\"composite\": 55.5, \"stability\": 45, \"pace_match\": 53, \"tech_power\": 50, \"salary_match\": 73, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"tech_borderline\", \"detail\": \"技术力偏低(评分50\/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53\/100)\", \"severity\": \"medium\"}, {\"type\": \"salary_slightly_over\", \"detail\": \"薪资略超预算(匹配度73\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending_with_caution",
"score_breakdown": "{\"stability\": {\"score\": 45, \"weight\": 0.25, \"rationale\": \"基于2.0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\": 53, \"weight\": 0.2, \"rationale\": \"地点: 南京 + 普通 + 2.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 50, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 2.0年\", \"Linux: 弱\", \"加分: 0\/3\", \"交叉验证一致性: 52%\"], \"rationale\": \"硬性条件匹配 + 经验2.0年 + 3个项目 + 一致性52%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 73, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据2.0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\"}}"
}
}