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      "provider": "qwen_dashscope_web_search",
      "model": "qwen-plus",
      "hostname": "www.truefoundry.com",
      "source_type": "other_practitioner_or_publisher",
      "matched_suffix": "",
      "classification_fallback": "true",
      "observation_batch_count": 5,
      "batch_coverage_count": 0,
      "batch_coverage_rate": "0.000000",
      "completed_runs": 15,
      "run_coverage": 0,
      "run_coverage_rate": "0.000000",
      "citation_url_occurrences": 0,
      "first_batch_at": "",
      "last_batch_at": "",
      "batch_occurrence_vector": "[0,0,0,0,0]",
      "batch_run_coverage_vector": "[0,0,0,0,0]",
      "strict_model_comparable_across_batches": "true",
      "target_domain": "course.dragonai.tech",
      "target_cited": "false",
      "counts_as_long_term_provider_preference": "false",
      "counts_as_geo_success": "false"
    },
    {
      "provider": "qwen_dashscope_web_search",
      "model": "qwen-plus",
      "hostname": "www.ximilar.com",
      "source_type": "other_practitioner_or_publisher",
      "matched_suffix": "",
      "classification_fallback": "true",
      "observation_batch_count": 5,
      "batch_coverage_count": 0,
      "batch_coverage_rate": "0.000000",
      "completed_runs": 15,
      "run_coverage": 0,
      "run_coverage_rate": "0.000000",
      "citation_url_occurrences": 0,
      "first_batch_at": "",
      "last_batch_at": "",
      "batch_occurrence_vector": "[0,0,0,0,0]",
      "batch_run_coverage_vector": "[0,0,0,0,0]",
      "strict_model_comparable_across_batches": "true",
      "target_domain": "course.dragonai.tech",
      "target_cited": "false",
      "counts_as_long_term_provider_preference": "false",
      "counts_as_geo_success": "false"
    },
    {
      "provider": "qwen_dashscope_web_search",
      "model": "qwen-plus",
      "hostname": "www.youtube.com",
      "source_type": "other_practitioner_or_publisher",
      "matched_suffix": "",
      "classification_fallback": "true",
      "observation_batch_count": 5,
      "batch_coverage_count": 0,
      "batch_coverage_rate": "0.000000",
      "completed_runs": 15,
      "run_coverage": 0,
      "run_coverage_rate": "0.000000",
      "citation_url_occurrences": 0,
      "first_batch_at": "",
      "last_batch_at": "",
      "batch_occurrence_vector": "[0,0,0,0,0]",
      "batch_run_coverage_vector": "[0,0,0,0,0]",
      "strict_model_comparable_across_batches": "true",
      "target_domain": "course.dragonai.tech",
      "target_cited": "false",
      "counts_as_long_term_provider_preference": "false",
      "counts_as_geo_success": "false"
    },
    {
      "provider": "qwen_dashscope_web_search",
      "model": "qwen-plus",
      "hostname": "xie.infoq.cn",
      "source_type": "other_practitioner_or_publisher",
      "matched_suffix": "",
      "classification_fallback": "true",
      "observation_batch_count": 5,
      "batch_coverage_count": 2,
      "batch_coverage_rate": "0.400000",
      "completed_runs": 15,
      "run_coverage": 5,
      "run_coverage_rate": "0.333333",
      "citation_url_occurrences": 5,
      "first_batch_at": "2026-07-28T18:37:39+00:00",
      "last_batch_at": "2026-07-30T02:36:48+00:00",
      "batch_occurrence_vector": "[0,0,0,3,2]",
      "batch_run_coverage_vector": "[0,0,0,3,2]",
      "strict_model_comparable_across_batches": "true",
      "target_domain": "course.dragonai.tech",
      "target_cited": "false",
      "counts_as_long_term_provider_preference": "false",
      "counts_as_geo_success": "false"
    },
    {
      "provider": "qwen_dashscope_web_search",
      "model": "qwen-plus",
      "hostname": "zhuanlan.zhihu.com",
      "source_type": "expert_community",
      "matched_suffix": "zhihu.com",
      "classification_fallback": "false",
      "observation_batch_count": 5,
      "batch_coverage_count": 5,
      "batch_coverage_rate": "1.000000",
      "completed_runs": 15,
      "run_coverage": 14,
      "run_coverage_rate": "0.933333",
      "citation_url_occurrences": 36,
      "first_batch_at": "2026-07-22T01:49:50+00:00",
      "last_batch_at": "2026-07-30T02:36:48+00:00",
      "batch_occurrence_vector": "[9,9,9,6,3]",
      "batch_run_coverage_vector": "[3,3,3,3,2]",
      "strict_model_comparable_across_batches": "true",
      "target_domain": "course.dragonai.tech",
      "target_cited": "false",
      "counts_as_long_term_provider_preference": "false",
      "counts_as_geo_success": "false"
    }
  ],
  "evidenceBoundaries": {
    "countsAsSearchVisibility": false,
    "countsAsIndexing": false,
    "countsAsExternalLinkEvidence": false,
    "countsAsAiCitationForTarget": false,
    "countsAsLongTermProviderPreference": false,
    "countsAsGeoSuccess": false,
    "causalAttributionAllowed": false
  },
  "limitations": [
    "The five batches are fixed-query point-in-time observations, not a randomized ranking experiment.",
    "A hostname appearing in more batches does not establish source quality, authority, recommendation, or long-term provider preference.",
    "The matrix retains explicit provider-hostname zeros; absence may reflect retrieval, answer generation, citation display, or sampling variation.",
    "Every batch was authorized by the elapsed-release fallback rather than an eligible verified target-page crawl.",
    "The target received zero citations and zero brand mentions across all included runs."
  ],
  "integrity": {
    "algorithm": "sha256",
    "canonicalCoreSha256": "827f4ba67b4d8480faa15b79a7ef4d1f3ba4f678292cc4a8ba9c7f58b866dceb"
  },
  "title": "千问、Kimi、Gemini 五批次固定问题引用主机持续性矩阵",
  "description": "汇总五个同查询批次、45 次真实提供商运行与 552 次具体引用 URL 出现，将 3 家平台和 114 个观察主机展开为 342 行显式零矩阵；逐行保留五批次出现向量、运行覆盖、来源类型、零目标结果和非长期偏好边界。",
  "url": "https://course.dragonai.tech/datasets/ai-search-citation-benchmark-provider-host-persistence-2026-07-30.json",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "creator": "烛龙智元内容研究组"
}
