交叉验证
#98
吴
吴梓豪
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
years_experience
estimated_work_start
expected_graduation_start
技能-项目一致性
得分
63
声称技能 (11)
C
C++
项目开发
数据结构
查找算法
排序算法
算法题
Linux常用命令
Linux相关工具
Shell脚本
ACM算法设计和编程
仅在摘要中 (7)
C
C++
项目开发
数据结构
排序算法
Linux常用命令
Shell脚本
无证据 (4)
查找算法
算法题
Linux相关工具
ACM算法设计和编程
完整原始数据
{
"id": 98,
"mysql_resume_id": 31,
"screening_id": 98,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"项目开发",
"数据结构",
"查找算法",
"排序算法",
"算法题",
"Linux常用命令",
"Linux相关工具",
"Shell脚本",
"ACM算法设计和编程"
],
"consistency_score": 63,
"skills_in_summary_only": [
"C",
"C++",
"项目开发",
"数据结构",
"排序算法",
"Linux常用命令",
"Shell脚本"
],
"skills_without_evidence": [
"查找算法",
"算法题",
"Linux相关工具",
"ACM算法设计和编程"
],
"skills_verified_in_projects": []
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": null,
"years_experience": null,
"estimated_work_start": null,
"expected_graduation_start": null
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 63,
"flags": null,
"created_at": "2026-06-29T10:06:57.000000Z",
"resume": {
"id": 31,
"resource_id": 31,
"source_text_sha256": "8056d984c0bb0d63fbee568a21b49a37e221a1c8ee2b20ba882aaa1c60877a85",
"target_role": "C++",
"candidate_name": "吴梓豪",
"age": null,
"phone": "13794563766",
"email": "1007313155@qq.com",
"wechat": "",
"location": "广东省惠州市",
"highest_degree": "本科",
"school": "吉林建筑科技学院",
"major": "计算机科学与技术",
"graduation_year": null,
"years_experience": 0,
"current_company": "",
"current_title": "",
"skills_json": [
"C",
"C++",
"项目开发",
"数据结构",
"查找算法",
"排序算法",
"算法题",
"Linux常用命令",
"Linux相关工具",
"Shell脚本",
"ACM算法设计和编程"
],
"summary": "吴梓豪，吉林建筑科技学院计算机科学与技术本科在读，2021年至今，大三。平均成绩绩点排名2\/80，学习过C语言课程设计、C++面向对象课程设计、数据结构、操作系统、计算机网络、数据库原理及应用等课程。熟悉C\/C++项目开发、常见数据结构、查找和排序算法、Linux常用命令及工具，可编写简单Shell脚本。曾参加ACM并负责算法设计、编程和团队任务分发，获得CCPC全国邀请赛优胜奖、蓝桥杯省赛多次奖项及多次奖学金。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/8df3774f9d225b8e_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/8df3774f9d225b8e_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T05:36:45.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 98,
"mysql_resume_id": 31,
"candidate_name": "吴梓豪",
"age": null,
"highest_degree": "本科",
"school": "吉林建筑科技学院",
"years_experience": null,
"location": "广东省惠州市",
"current_company": "",
"skills": [
"C",
"C++",
"项目开发",
"数据结构",
"查找算法",
"排序算法",
"算法题",
"Linux常用命令",
"Linux相关工具",
"Shell脚本",
"ACM算法设计和编程"
],
"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",
"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): 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": "unknown",
"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": [],
"is_noise": false,
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": null,
"years_experience": null,
"estimated_work_start": null,
"expected_graduation_start": null
},
"overall_consistency": 63,
"skill_contradictions": [],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"项目开发",
"数据结构",
"查找算法",
"排序算法",
"算法题",
"Linux常用命令",
"Linux相关工具",
"Shell脚本",
"ACM算法设计和编程"
],
"consistency_score": 63,
"skills_in_summary_only": [
"C",
"C++",
"项目开发",
"数据结构",
"排序算法",
"Linux常用命令",
"Shell脚本"
],
"skills_without_evidence": [
"查找算法",
"算法题",
"Linux相关工具",
"ACM算法设计和编程"
],
"skills_verified_in_projects": []
}
},
"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": "2026-06-29T10:06:57.000000Z",
"updated_at": "2026-06-29T10:43:28.000000Z",
"overall_score": "{\"composite\": 54.6, \"stability\": 45, \"pace_match\": 53, \"tech_power\": 40, \"salary_match\": 85, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"tech_insufficient\", \"detail\": \"技术力不足(评分40\/100)\", \"severity\": \"high\"}, {\"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\"}]",
"recommended_action": "reject",
"score_breakdown": "{\"stability\": {\"score\": 45, \"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\": 53, \"weight\": 0.2, \"rationale\": \"地点: 广东省惠州市 + 普通 + 0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 40, \"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: 63%\"], \"rationale\": \"硬性条件匹配 + 经验0年 + 0个项目 + 一致性63%\", \"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\"}}"
}
}