{
  "tables": {
    "evidence_ladder": [
      {
        "label": "0. Lead or weak public evidence",
        "value": 1296
      },
      {
        "label": "1. Agenda structure visible",
        "value": 786
      },
      {
        "label": "2. Design mechanisms visible",
        "value": 7808
      },
      {
        "label": "3. Baseline or feedback visible",
        "value": 3117
      },
      {
        "label": "4. Follow-up or tracking visible",
        "value": 999
      },
      {
        "label": "5. Impact evidence visible",
        "value": 213
      },
      {
        "label": "6. Causal proof / ROI",
        "value": 0
      }
    ],
    "evidence_source_kinds": [
      {
        "label": "format_inference",
        "value": 101813
      },
      {
        "label": "source_text",
        "value": 75111
      },
      {
        "label": "agenda_structure",
        "value": 21837
      },
      {
        "label": "polished_agenda",
        "value": 11622
      },
      {
        "label": "adapter_source",
        "value": 6
      },
      {
        "label": "linked_companion_source",
        "value": 1
      }
    ]
  },
  "ladder_definitions": [
    [
      "0. Lead or weak public evidence",
      "Source is thin, lead-like, or agenda evidence is not usable."
    ],
    [
      "1. Agenda structure visible",
      "A public agenda exists, but outcome evidence is minimal."
    ],
    [
      "2. Design mechanisms visible",
      "Participant work, network, personalization, or transfer mechanisms appear."
    ],
    [
      "3. Baseline or feedback visible",
      "The agenda shows intake, assessment, feedback, or reflection."
    ],
    [
      "4. Follow-up or tracking visible",
      "The source shows commitments, progress checks, continuation, or tracking."
    ],
    [
      "5. Impact evidence visible",
      "The source includes impact, validation, or outcome signals."
    ],
    [
      "6. Causal proof / ROI",
      "Would require attribution, comparison, and longitudinal outcome evidence; not treated as proven by agenda alone."
    ]
  ],
  "top_examples": [
    {
      "title": "Learning Forward Annual Conference 2026",
      "score": 59,
      "verified": 59,
      "design": 59,
      "agenda_items": 78,
      "type": "action-oriented convening",
      "category": "Education / Training / Career",
      "source_host": "lfp.learningforward.org",
      "source_url": "https://lfp.learningforward.org/session-selection/view-all-sessions.cfm",
      "page": "/events/evt_2026_learning_forward_annual_conference_2026_lfp_learningforward_org.html"
    },
    {
      "title": "Ahead 2026",
      "score": 58,
      "verified": 58,
      "design": 58,
      "agenda_items": 75,
      "type": "action-oriented convening",
      "category": "Education / Training / Career",
      "source_host": "ahead.org",
      "source_url": "https://www.ahead.org/events-programming/conferences/ahead-2025/2025-concurrent",
      "page": "/events/evt_2026_www_ahead_org_events_programming_conferences_ahead_2026_2026_schedule_preco_a32f0b.html"
    },
    {
      "title": "RISE National",
      "score": 58,
      "verified": 58,
      "design": 58,
      "agenda_items": 56,
      "type": "public sector policy civic agenda",
      "category": "Health / Wellness / Sports",
      "source_host": "national.risehealth.org",
      "source_url": "https://national.risehealth.org/agenda",
      "page": "/events/evt_2026_past_agenda_rise_national_national_risehealth_org.html"
    },
    {
      "title": "Midwest Climate Collaborative 2026",
      "score": 57,
      "verified": 57,
      "design": 58,
      "agenda_items": 73,
      "type": "action-oriented convening",
      "category": "Nonprofit / Social Impact",
      "source_host": "midwestclimatecollaborative.wustl.edu",
      "source_url": "https://midwestclimatecollaborative.wustl.edu/summit2026/what-to-expect",
      "page": "/events/evt_2026_midwestclimatecollaborative_wustl_edu_2026_midwest_climate_summit_event_pro_4a8c69.html"
    },
    {
      "title": "2026 Conference - Agenda at a Glance",
      "score": 57,
      "verified": 57,
      "design": 57,
      "agenda_items": 52,
      "type": "action-oriented convening",
      "category": "Unknown",
      "source_host": "nlbha.org",
      "source_url": "https://nlbha.org/2026agenda",
      "page": "/events/evt_2026_nlbha_org_2026thirdday_2026_conference_agenda_at_a_glance_nlbha_org.html"
    },
    {
      "title": "SOPHE Annual Conference",
      "score": 56,
      "verified": 56,
      "design": 56,
      "agenda_items": 78,
      "type": "action-oriented convening",
      "category": "Trade Show / Expo",
      "source_host": "sophe2026.eventscribe.net",
      "source_url": "https://sophe2026.eventscribe.net/agenda.asp?pfp=days&day=4%2F23%2F2026&theday=Thursday&h=Thursday+April+23&BCFO=P%7CG",
      "page": "/events/evt_2026_sophe_annual_conference_thursday_april_23_2026_sophe2026_eventscribe_net.html"
    },
    {
      "title": "Scup 2026",
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      "verified": 56,
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      "type": "action-oriented convening",
      "category": "Education / Training / Career",
      "source_host": "scup.org",
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      "page": "/events/evt_2026_www_dlrgroup_com_event_2026_american_planning_association_national_conferen_0a88b7.html"
    },
    {
      "title": "Cof 2025",
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      "verified": 55,
      "design": 56,
      "agenda_items": 80,
      "type": "action-oriented convening",
      "category": "Nonprofit / Social Impact",
      "source_host": "cof.org",
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      "page": "/events/evt_2025_cof_org_leading_locally_2025_schedule_all_sessions_cof_org.html"
    },
    {
      "title": "2026 Program",
      "score": 55,
      "verified": 55,
      "design": 55,
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      "type": "action-oriented convening",
      "category": "Unknown",
      "source_host": "socialimpactsummit.co",
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      "page": "/events/evt_2026_socialimpactsummit_co_event_program_2026_program_socialimpactsummit_co_3b8bb9.html"
    },
    {
      "title": "ISTELive",
      "score": 54,
      "verified": 54,
      "design": 53,
      "agenda_items": 80,
      "type": "action-oriented convening",
      "category": "Technology / AI / Startup",
      "source_host": "conference.iste.org",
      "source_url": "https://conference.iste.org/2026/program/search",
      "page": "/events/evt_2026_istelive_conference_iste_org.html"
    },
    {
      "title": "PEAK 2025 Annual Convening",
      "score": 54,
      "verified": 54,
      "design": 54,
      "agenda_items": 77,
      "type": "action-oriented convening",
      "category": "Nonprofit / Social Impact",
      "source_host": "peakgrantmaking.org",
      "source_url": "https://www.peakgrantmaking.org/events/peak2025-nola",
      "page": "/events/evt_mar_24_26_2025_peak2025_annual_convening_peakgrantmaking_org.html"
    },
    {
      "title": "Caranational 2026",
      "score": 54,
      "verified": 54,
      "design": 55,
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      "type": "action-oriented convening",
      "category": "Technology / AI / Startup",
      "source_host": "caranational2026.vfairs.com",
      "source_url": "https://caranational2026.vfairs.com/en/cara-agenda",
      "page": "/events/evt_2026_caranational2026_vfairs_com_en_cara_agenda_caranational2026_vfairs_com.html"
    },
    {
      "title": "2026 National Forum on Education Policy",
      "score": 54,
      "verified": 54,
      "design": 54,
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      "type": "action-oriented convening",
      "category": "Technology / AI / Startup",
      "source_host": "2026nationalforum.vfairs.com",
      "source_url": "https://2026nationalforum.vfairs.com/en/detailed-agenda",
      "page": "/events/evt_2026_2026_national_forum_on_education_policy_detailed_agenda_2026nationalforum_v.html"
    },
    {
      "title": "NeurIPS",
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      "verified": 53,
      "design": 53,
      "agenda_items": 80,
      "type": "lead or directory source",
      "category": "Technology / AI / Startup",
      "source_host": "neurips.cc",
      "source_url": "https://neurips.cc/virtual/2025/calendar",
      "page": "/events/evt_2025_neurips_neurips_cc.html"
    },
    {
      "title": "2026 National Forum on Education Policy",
      "score": 53,
      "verified": 53,
      "design": 54,
      "agenda_items": 80,
      "type": "action-oriented convening",
      "category": "Technology / AI / Startup",
      "source_host": "2026nationalforum.vfairs.com",
      "source_url": "https://2026nationalforum.vfairs.com",
      "page": "/events/evt_2026_2026_national_forum_on_education_policy_schedule_overview_video_click_here.html"
    },
    {
      "title": "2026 National Forum on Education Policy",
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      "verified": 53,
      "design": 54,
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      "type": "action-oriented convening",
      "category": "Technology / AI / Startup",
      "source_host": "2026nationalforum.vfairs.com",
      "source_url": "https://2026nationalforum.vfairs.com/en/nf-program",
      "page": "/events/evt_2026_2026_national_forum_on_education_policy_schedule_overview_2026nationalforum.html"
    },
    {
      "title": "2026 National Forum on Education Policy",
      "score": 53,
      "verified": 53,
      "design": 54,
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      "type": "action-oriented convening",
      "category": "Technology / AI / Startup",
      "source_host": "2026nationalforum.vfairs.com",
      "source_url": "https://2026nationalforum.vfairs.com/en/conference-policies",
      "page": "/events/evt_2026_2026_national_forum_on_education_policy_detailed_agenda_conference_policies.html"
    },
    {
      "title": "Education Commission of the States",
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      "design": 54,
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      "type": "action-oriented convening",
      "category": "Technology / AI / Startup",
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      "page": "/events/evt_2026_events_education_commission_of_the_states_2026nationalforum_vfairs_com.html"
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    {
      "title": "2026 National Forum",
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      "page": "/events/evt_2026_2026nationalforum_vfairs_com_en_detailed_agenda_destination_video_2026natio_6dc658.html"
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      "title": "AAS Meeting",
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      "page": "/events/evt_2025_aas_meeting_aas_org.html"
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    {
      "title": "Exchange Summit 2025",
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      "source_url": "https://www.exchange-summit.com/events/europe/agenda",
      "page": "/events/evt_2025_www_exchange_summit_com_events_mea_registration_dubai_exchange_summit_com.html"
    },
    {
      "title": "CHANGE 2026 Conference 15-16 October 2026",
      "score": 53,
      "verified": 53,
      "design": 53,
      "agenda_items": 48,
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    },
    {
      "title": "2026 Equal Justice Conference: Schedule - 2026 Equal Justice Conference - Learn more here. - 2022",
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    {
      "title": "ASCD Annual Conference 26",
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      "verified": 52,
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      "category": "Technology / AI / Startup",
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      "page": "/events/evt_2026_event_ascd_org_2026_program_search_detailsession_php_id_118449899_5_tools_f.html"
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    {
      "title": "2026 National Forum on Education Policy",
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      "title": "Exchange Summit 2025",
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    {
      "title": "Nycom",
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      "page": "/events/evt_unknown_www_nycom_org_nycom_annual_meeting_agenda_nycom_org.html"
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    {
      "title": "Smart City Expo 2025",
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    {
      "title": "IABC World Conference 2026 Home",
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      "title": "Evolution Conference Information",
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      "title": "2026 Retrofit Canada Conference",
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      "category": "Energy / Industrial / Infrastructure",
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      "title": "Social Impact in the Regions 2023",
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    {
      "title": "Leadership Conference 2026 - Chief Executive",
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    {
      "title": "Sc24 2024",
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    {
      "title": "PyCon US - Open Spaces (Friday-Sunday)",
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    {
      "title": "DEF CON 33 - Workshops",
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      "title": "Conference 2026",
      "score": 50,
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      "category": "Nonprofit / Social Impact",
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