交叉验证
#85
张
张岩润
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
66
声称技能 (25)
C++
Qt
JNI
CMake
Git
ADB
Android Studio
Charles
Python
PyTorch
Pandas
NumPy
Matplotlib
MHCPP
VBA
COM组件
数据结构与算法
面向对象编程
跨平台桌面开发
客户端开发
深度学习
自然语言处理
GCN
DQN
Transformer
项目中验证 (10)
COM组件
Qt
Transformer
GCN
深度学习
C++
DQN
VBA
聚类算法
元学习
仅在摘要中 (8)
C++
Qt
CMake
Git
Python
PyTorch
COM组件
客户端开发
无证据 (15)
JNI
ADB
Android Studio
Charles
Pandas
NumPy
Matplotlib
MHCPP
VBA
数据结构与算法
面向对象编程
跨平台桌面开发
自然语言处理
GCN
DQN
矛盾/可疑信号
skill_project_gap
high
16/27 个声称技能在项目和摘要中均无体现: ['JNI', 'ADB', 'Android Studio', 'Charles', 'Pandas', 'NumPy', 'Matplotlib', 'MHCPP']
建议：面试时验证这些技能的真实性
完整原始数据
{
"id": 85,
"mysql_resume_id": 98,
"screening_id": 85,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"Qt",
"JNI",
"CMake",
"Git",
"ADB",
"Android Studio",
"Charles",
"Python",
"PyTorch",
"Pandas",
"NumPy",
"Matplotlib",
"MHCPP",
"VBA",
"COM组件",
"数据结构与算法",
"面向对象编程",
"跨平台桌面开发",
"客户端开发",
"深度学习",
"自然语言处理",
"GCN",
"DQN",
"Transformer"
],
"consistency_score": 66,
"skills_in_summary_only": [
"C++",
"Qt",
"CMake",
"Git",
"Python",
"PyTorch",
"COM组件",
"客户端开发"
],
"skills_without_evidence": [
"JNI",
"ADB",
"Android Studio",
"Charles",
"Pandas",
"NumPy",
"Matplotlib",
"MHCPP",
"VBA",
"数据结构与算法",
"面向对象编程",
"跨平台桌面开发",
"自然语言处理",
"GCN",
"DQN"
],
"skills_verified_in_projects": [
"COM组件",
"Qt",
"Transformer",
"GCN",
"深度学习",
"C++",
"DQN",
"VBA",
"聚类算法",
"元学习"
]
},
"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": 66,
"flags": [
{
"type": "skill_project_gap",
"detail": "16\/27 个声称技能在项目和摘要中均无体现: ['JNI', 'ADB', 'Android Studio', 'Charles', 'Pandas', 'NumPy', 'Matplotlib', 'MHCPP']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
}
],
"created_at": "2026-06-29T10:06:51.000000Z",
"resume": {
"id": 98,
"resource_id": 98,
"source_text_sha256": "6b88d65588d7bf733e9c815965330e047506efa5717b289e9a7f6846fe6ba715",
"candidate_name": "张岩润",
"age": 24,
"phone": "15655193918",
"email": "zhangyanrun2023@163.com",
"wechat": "",
"location": "",
"highest_degree": "硕士",
"school": "华中师范大学",
"major": "计算机技术",
"graduation_year": 2026,
"years_experience": 0,
"current_company": "武汉金山办公软件有限公司",
"current_title": "C++客户端开发",
"skills_json": [
"C++",
"Qt",
"JNI",
"CMake",
"Git",
"ADB",
"Android Studio",
"Charles",
"Python",
"PyTorch",
"Pandas",
"NumPy",
"Matplotlib",
"MHCPP",
"VBA",
"COM组件",
"数据结构与算法",
"面向对象编程",
"跨平台桌面开发",
"客户端开发",
"深度学习",
"自然语言处理",
"GCN",
"DQN",
"Transformer",
"元学习",
"聚类算法"
],
"summary": "张岩润，硕士在读，华中师范大学计算机技术专业，预计2026年毕业，本科毕业于安徽工业大学计算机科学与技术专业。曾在武汉金山办公软件有限公司实习，任C++客户端开发，参与WPS安卓客户端云服务业务迭代与稳定性建设。项目经历包括蜂窝网络流量预测与基站休眠决策、Office COM组件开发、流程图绘制软件及车联网相关基金项目。技能包括C++、Qt、Python、CMake、Git、PyTorch等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/9787f7d5158976eb_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/9787f7d5158976eb_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T08:12:06.000000Z",
"updated_at": "2026-06-29T08:12:06.000000Z",
"deleted_at": null
},
"screening": {
"id": 85,
"mysql_resume_id": 98,
"candidate_name": "张岩润",
"age": 24,
"highest_degree": "硕士",
"school": "华中师范大学",
"years_experience": null,
"location": "",
"current_company": "武汉金山办公软件有限公司",
"skills": [
"C++",
"Qt",
"JNI",
"CMake",
"Git",
"ADB",
"Android Studio",
"Charles",
"Python",
"PyTorch",
"Pandas",
"NumPy",
"Matplotlib",
"MHCPP",
"VBA",
"COM组件",
"数据结构与算法",
"面向对象编程",
"跨平台桌面开发",
"客户端开发",
"深度学习",
"自然语言处理",
"GCN",
"DQN",
"Transformer"
],
"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": "硕士",
"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": false,
"evidence": "命中关键词(1\/5): 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": "weak",
"redline_location": "unknown",
"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": "16\/27 个声称技能在项目和摘要中均无体现: ['JNI', 'ADB', 'Android Studio', 'Charles', 'Pandas', 'NumPy', 'Matplotlib', 'MHCPP']",
"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": 66,
"skill_contradictions": [],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"Qt",
"JNI",
"CMake",
"Git",
"ADB",
"Android Studio",
"Charles",
"Python",
"PyTorch",
"Pandas",
"NumPy",
"Matplotlib",
"MHCPP",
"VBA",
"COM组件",
"数据结构与算法",
"面向对象编程",
"跨平台桌面开发",
"客户端开发",
"深度学习",
"自然语言处理",
"GCN",
"DQN",
"Transformer"
],
"consistency_score": 66,
"skills_in_summary_only": [
"C++",
"Qt",
"CMake",
"Git",
"Python",
"PyTorch",
"COM组件",
"客户端开发"
],
"skills_without_evidence": [
"JNI",
"ADB",
"Android Studio",
"Charles",
"Pandas",
"NumPy",
"Matplotlib",
"MHCPP",
"VBA",
"数据结构与算法",
"面向对象编程",
"跨平台桌面开发",
"自然语言处理",
"GCN",
"DQN"
],
"skills_verified_in_projects": [
"COM组件",
"Qt",
"Transformer",
"GCN",
"深度学习",
"C++",
"DQN",
"VBA",
"聚类算法",
"元学习"
]
}
},
"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": "2026-06-29T10:06:51.000000Z",
"updated_at": "2026-06-29T10:43:24.000000Z",
"overall_score": "{\"composite\": 60.4, \"stability\": 48, \"pace_match\": 63, \"tech_power\": 50, \"salary_match\": 85, \"communication\": 75, \"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48\/100)\", \"severity\": \"high\"}, {\"type\": \"pace_concern\", \"detail\": \"节奏匹配度偏低(评分63\/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\": 63, \"weight\": 0.2, \"rationale\": \"地点: 未知 + 普通 + 0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 50, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 0年\", \"Linux: 弱\", \"加分: 0\/3\", \"交叉验证一致性: 66%\"], \"rationale\": \"硬性条件匹配 + 经验0年 + 10个项目 + 一致性66%\", \"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\": 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\"}}"
}
}