{
  "schema_version": 1,
  "contract_version": "newruntime-page-readership-v1",
  "type": "page_machine_readership",
  "canonical_path": "/patterns/scientific-agents-need-artifact-evidence/",
  "canonical_url": "https://newruntime.com/patterns/scientific-agents-need-artifact-evidence/",
  "generated_at": "2026-09-03T14:30:23.613Z",
  "refresh_hint": "30m",
  "schema_url": "https://newruntime.com/page-readership-schema.json",
  "methodology_url": "https://newruntime.com/machine-consumption/",
  "privacy": {
    "ip_addresses": "not_output",
    "visitor_ids": "not_output",
    "query_strings": "not_output",
    "raw_user_agents": "not_output",
    "raw_log_lines": "not_output",
    "session_identifiers": "not_output",
    "human_identity": "not_collected_for_this_contract"
  },
  "summary": {
    "requests_last_24h": 5,
    "requests_observed": 10,
    "named_automations_observed": 7,
    "verified_automations_observed": 0
  },
  "windows": {
    "last_24h": {
      "first_seen": "2026-09-02T14:30:26.388Z",
      "last_seen": "2026-09-03T14:29:49.374Z",
      "requests": 5,
      "formats": [
        {
          "format": "html",
          "count": 4
        },
        {
          "format": "json",
          "count": 1
        }
      ],
      "agents": [
        {
          "family": "SemrushBot",
          "count": 2,
          "category": "other_bot",
          "first_seen": "2026-09-02T22:14:12.487Z",
          "last_seen": "2026-09-02T22:46:50.048Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "AhrefsBot",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-09-03T08:37:42.023Z",
          "last_seen": "2026-09-03T08:37:42.023Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "ClaudeBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-09-03T14:07:22.522Z",
          "last_seen": "2026-09-03T14:07:22.522Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "OpenAI SearchBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-09-02T19:00:08.628Z",
          "last_seen": "2026-09-02T19:00:08.628Z",
          "identity_status": "not_verifiable"
        }
      ]
    },
    "observed": {
      "first_seen": "2026-08-23T14:01:24.791Z",
      "last_seen": "2026-09-03T14:29:49.374Z",
      "requests": 10,
      "formats": [
        {
          "format": "html",
          "count": 7
        },
        {
          "format": "json",
          "count": 2
        },
        {
          "format": "markdown",
          "count": 1
        }
      ],
      "agents": [
        {
          "family": "MJ12bot",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-09-01T21:02:27.749Z",
          "last_seen": "2026-09-01T23:15:33.468Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "SemrushBot",
          "count": 2,
          "category": "other_bot",
          "first_seen": "2026-09-02T22:14:12.487Z",
          "last_seen": "2026-09-02T22:46:50.048Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "AhrefsBot",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-09-03T08:37:42.023Z",
          "last_seen": "2026-09-03T08:37:42.023Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Bingbot",
          "count": 1,
          "category": "search_crawler",
          "first_seen": "2026-09-01T20:42:35.338Z",
          "last_seen": "2026-09-01T20:42:35.338Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "ClaudeBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-09-03T14:07:22.522Z",
          "last_seen": "2026-09-03T14:07:22.522Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "OpenAI SearchBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-09-02T19:00:08.628Z",
          "last_seen": "2026-09-02T19:00:08.628Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "YandexBot",
          "count": 1,
          "category": "search_crawler",
          "first_seen": "2026-09-01T05:57:54.933Z",
          "last_seen": "2026-09-01T05:57:54.933Z",
          "identity_status": "not_verifiable"
        }
      ]
    }
  },
  "interpretation": {
    "unit": "Successful requests from named automation, not unique people.",
    "identity": "verified means the provider identity passed the published verification method; other labels remain unverified or not verifiable.",
    "causality": "A request does not prove indexing, citation, model training, understanding, or referral.",
    "representations": "HTML, JSON, and Markdown twins are grouped under the canonical page."
  }
}