{
  "schema": "insight.wwdc.priority-claim-grade-calibration.zh.v1",
  "session_id": "297",
  "title": "Best practices for integrating visual intelligence in your app",
  "title_zh": "视觉智能：Best practices for integrating visual intelligence in your app",
  "priority": "P1",
  "public_policy": "review_ready_grade_calibration_no_full_transcript_or_translation",
  "session_grade_profile": {
    "buckets": {
      "A-": 4
    },
    "mean_score": 88.0,
    "overall_posture_zh": "可用证据 session"
  },
  "claims": [
    {
      "claim_id": "r1",
      "title_zh": "多模态入口",
      "claim_zh": "视觉智能让 App 能基于图像和场景上下文提供下一步行动。",
      "previous_grade": "A-",
      "calibrated_grade": "A-",
      "score": 88,
      "score_breakdown": {
        "anchor_score": 25,
        "quote_score": 18,
        "term_score": 17,
        "cross_session_score": 25,
        "priority_score": 3
      },
      "official_terms": [
        "Visual Intelligence",
        "MLX"
      ],
      "non_generic_terms": [
        "Visual Intelligence",
        "MLX"
      ],
      "cross_session_support_count": 15,
      "supporting_sessions": [
        "213",
        "227",
        "232",
        "240",
        "241",
        "242",
        "243",
        "246"
      ],
      "anchor_count": 3,
      "micro_quote_word_count": 5,
      "evidence_meaning_zh": "证据链较完整，可支撑 session 级判断；作为主题级判断前需要补强官方短引文或跨 session 对齐。",
      "review_action_zh": "补充更贴近 claim 的官方短引文，并检查是否有相邻 P0/P1 session 支撑。",
      "calibration_rationale_zh": "锚点路径 3 个，anchor_score=25；micro-quote 5 词，quote_score=18；官方术语 2 个，term_score=17；跨 session 支撑 15 个，cross_score=25；优先级 P1，priority_score=3",
      "publication_posture_zh": "可用但需补强"
    },
    {
      "claim_id": "r2",
      "title_zh": "体验约束",
      "claim_zh": "结果必须可解释、可纠错，并与用户当前任务相关，否则会变成噪声。",
      "previous_grade": "A-",
      "calibrated_grade": "A-",
      "score": 88,
      "score_breakdown": {
        "anchor_score": 25,
        "quote_score": 18,
        "term_score": 17,
        "cross_session_score": 25,
        "priority_score": 3
      },
      "official_terms": [
        "Visual Intelligence",
        "MLX"
      ],
      "non_generic_terms": [
        "Visual Intelligence",
        "MLX"
      ],
      "cross_session_support_count": 15,
      "supporting_sessions": [
        "213",
        "227",
        "232",
        "240",
        "241",
        "242",
        "243",
        "246"
      ],
      "anchor_count": 3,
      "micro_quote_word_count": 5,
      "evidence_meaning_zh": "证据链较完整，可支撑 session 级判断；作为主题级判断前需要补强官方短引文或跨 session 对齐。",
      "review_action_zh": "补充更贴近 claim 的官方短引文，并检查是否有相邻 P0/P1 session 支撑。",
      "calibration_rationale_zh": "锚点路径 3 个，anchor_score=25；micro-quote 5 词，quote_score=18；官方术语 2 个，term_score=17；跨 session 支撑 15 个，cross_score=25；优先级 P1，priority_score=3",
      "publication_posture_zh": "可用但需补强"
    },
    {
      "claim_id": "r3",
      "title_zh": "工程集成",
      "claim_zh": "需要处理图像权限、上下文范围、延迟、失败处理和 UI 呈现。",
      "previous_grade": "A-",
      "calibrated_grade": "A-",
      "score": 88,
      "score_breakdown": {
        "anchor_score": 25,
        "quote_score": 18,
        "term_score": 17,
        "cross_session_score": 25,
        "priority_score": 3
      },
      "official_terms": [
        "Visual Intelligence",
        "MLX"
      ],
      "non_generic_terms": [
        "Visual Intelligence",
        "MLX"
      ],
      "cross_session_support_count": 15,
      "supporting_sessions": [
        "213",
        "227",
        "232",
        "240",
        "241",
        "242",
        "243",
        "246"
      ],
      "anchor_count": 3,
      "micro_quote_word_count": 5,
      "evidence_meaning_zh": "证据链较完整，可支撑 session 级判断；作为主题级判断前需要补强官方短引文或跨 session 对齐。",
      "review_action_zh": "补充更贴近 claim 的官方短引文，并检查是否有相邻 P0/P1 session 支撑。",
      "calibration_rationale_zh": "锚点路径 3 个，anchor_score=25；micro-quote 5 词，quote_score=18；官方术语 2 个，term_score=17；跨 session 支撑 15 个，cross_score=25；优先级 P1，priority_score=3",
      "publication_posture_zh": "可用但需补强"
    },
    {
      "claim_id": "r4",
      "title_zh": "场景选择",
      "claim_zh": "优先选择高频、明确、可验证的视觉任务，而不是泛化识别展示。",
      "previous_grade": "A-",
      "calibrated_grade": "A-",
      "score": 88,
      "score_breakdown": {
        "anchor_score": 25,
        "quote_score": 18,
        "term_score": 17,
        "cross_session_score": 25,
        "priority_score": 3
      },
      "official_terms": [
        "Visual Intelligence",
        "MLX"
      ],
      "non_generic_terms": [
        "Visual Intelligence",
        "MLX"
      ],
      "cross_session_support_count": 15,
      "supporting_sessions": [
        "213",
        "227",
        "232",
        "240",
        "241",
        "242",
        "243",
        "246"
      ],
      "anchor_count": 3,
      "micro_quote_word_count": 5,
      "evidence_meaning_zh": "证据链较完整，可支撑 session 级判断；作为主题级判断前需要补强官方短引文或跨 session 对齐。",
      "review_action_zh": "补充更贴近 claim 的官方短引文，并检查是否有相邻 P0/P1 session 支撑。",
      "calibration_rationale_zh": "锚点路径 3 个，anchor_score=25；micro-quote 5 词，quote_score=18；官方术语 2 个，term_score=17；跨 session 支撑 15 个，cross_score=25；优先级 P1，priority_score=3",
      "publication_posture_zh": "可用但需补强"
    }
  ],
  "source_paths": {
    "claim_evidence": "data/priority_claim_evidence_zh/297.json",
    "refined_summary": "data/priority_session_refined_zh/297.json",
    "workbench": "workbench.html?view=sessions/297/session_297_workbench.html"
  },
  "quality": {
    "generation": "claim_grade_calibration_v1",
    "requires_human_grade_approval": true,
    "generated_at": "2026-06-22",
    "note": "This is review-ready calibration, not final human verification."
  }
}