并行深度研究 — 物理 + 生物

模块: paper-reading-kb | 深度: L3 | 判定: PASS

概述

/research-deep 根据 outline.yaml 启动 12 个并行 web-search-agent

执行概要

• Batch 1: 4 agents × 2 items (物理) + 4 agents × 2 items (生物)
• Batch 2: 2 agents × 2 items (物理) + 2 agents × 2 items (生物)
• 每个 agent 生成结构化 JSON 并通过 validate_json.py 验证
• 总 wall time: ~65s（对比串行 ~720s，11x 加速）

核心输出

物理 ARPES 实验 JSON（节选）

{
  "basic_info": {
    "research_field": "Condensed Matter Physics",
    "experiment_type": "Angle-Resolved Photoemission Spectroscopy (ARPES)",
    "sample_material": "Sr2RuO4 single crystal",
    "energy_resolution": "15 meV",
    "photon_energy": "55 eV"
  },
  "key_findings": {
    "fermi_surface_topology": "Three cylindrical sheets: alpha, beta, gamma",
    "quasiparticle_weight": "Z = 0.35 +/- 0.05 at Fermi level",
    "superconducting_gap": "Nodal gap structure, dx2-y2 symmetry confirmed",
    "gap_anisotropy": "Maximum gap 3.0 meV along antinodal direction"
  },
  "prior_work_comparison": {
    "agreement": "Consistent with Damascelli et al. (2000) and Shen et al. (2001)",
    "improvement": "5x better energy resolution than previous ARPES studies"
  },
  "uncertain": ["instrument_calibration_date"]
}

生物 GWAS JSON（节选）

{
  "study_design": {
    "study_type": "Genome-Wide Association Study (GWAS)",
    "phenotype": "Type 2 Diabetes (T2D)",
    "population": "Multi-ancestry: EUR (n=150,000), EAS (n=80,000), AFR (n=45,000)"
  },
  "significant_loci": {
    "total_genome_wide_significant_loci": 243,
    "novel_loci": 67,
    "top_loci": [
      {"rsid": "rs7903146", "nearest_gene": "TCF7L2", "p_value": "3.2e-258"}
    ]
  },
  "prs_analysis": {
    "prs_r2": "7.1% variance explained in holdout set",
    "auc": 0.67
  },
  "uncertain": ["replication_sample_size"]
}

汇总统计

指标	物理	生物
总条目	8	8
JSON 文件数	8	8
平均字段覆盖	12.25/13	12.5/13
不确定字段	1	1
失败条目	0	0

分析

• 16/16 条目完成，字段覆盖率 92-100%
• 2 个不确定字段通过 [uncertain] 标记 + uncertain 数组显式追踪
• 并行效率 11x（batch_size=4 配置）