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Review queue

Lead and Source Warnings

Directory, registration, speaker, sponsor, or other weak-source records.

Direct answer: 1,685 records are in this queue.
Records1,685

All matching records.

Representative records1,346

Deduplicated browsing set.

Average GES20.3

Strict score.

Polished185

Publication-polished subset.

Score Distribution

Review queues preserve both strong examples and cautionary records.

60+
0
50-59
4
40-49
35
30-39
246
20-29
474
10-19
873
0-9
53

Queue Records

Source URLs remain visible for verification.

This lead or directory source in Technology / AI / Startup shows 80 visible agenda rows from neurips.cc and scores 53/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are...

Technology / AI / StartupLead or Directory SourceGES 5380 Agenda ItemsPublication PolishedLead/source Warning

Source: neurips.cc

This lead or directory source in Technology / AI / Startup shows 53 visible agenda rows from exchange-summit.com and scores 53/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main...

Technology / AI / StartupLead or Directory SourceGES 5353 Agenda ItemsPublication PolishedLead/source Warning

Source: exchange-summit.com

This lead or directory source in Technology / AI / Startup shows 53 visible agenda rows from exchange-summit.com and scores 52/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main...

Technology / AI / StartupLead or Directory SourceGES 5253 Agenda ItemsPublication PolishedLead/source Warning

Source: exchange-summit.com

This lead or directory source in Business / Finance / Marketing shows 37 visible agenda rows from 42dm.net and scores 50/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Participation Architecture and Learning Transfer; the main...

Business / Finance / MarketingLead or Directory SourceGES 5037 Agenda ItemsPublication PolishedLead/source Warning

Source: 42dm.net

This lead or directory source in Technology / AI / Startup shows 49 visible agenda rows from laregionalcollaborative.com and scores 49/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupLead or Directory SourceGES 4949 Agenda ItemsPublication PolishedLead/source Warning

Source: laregionalcollaborative.com

This lead or directory source in Business / Finance / Marketing shows 80 visible agenda rows from uxtweak.com and scores 47/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow...

Business / Finance / MarketingLead or Directory SourceGES 4780 Agenda ItemsPublication PolishedLead/source Warning

Source: uxtweak.com

This lead or directory source in Technology / AI / Startup shows 28 visible agenda rows from cs5east.org and scores 47/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Network Design; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 4728 Agenda ItemsPublication PolishedLead/source Warning

Source: cs5east.org

This lead or directory source in Technology / AI / Startup shows 20 visible agenda rows from exchange-summit.com and scores 47/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupLead or Directory SourceGES 4720 Agenda ItemsPublication PolishedLead/source Warning

Source: exchange-summit.com

This lead or directory source in Technology / AI / Startup shows 80 visible agenda rows from starwest.techwell.com and scores 46/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through...

Technology / AI / StartupLead or Directory SourceGES 4680 Agenda ItemsPublication PolishedLead/source Warning

Source: starwest.techwell.com

This lead or directory source in Technology / AI / Startup shows 80 visible agenda rows from starwest.techwell.com and scores 46/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through...

Technology / AI / StartupLead or Directory SourceGES 4680 Agenda ItemsPublication PolishedLead/source Warning

Source: starwest.techwell.com

This lead or directory source in Unknown shows 80 visible agenda rows from neurips.cc and scores 46/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through and Network Design. Visible...

UnknownLead or Directory SourceGES 4680 Agenda ItemsLead/source Warning

Source: neurips.cc

This lead or directory source in Public Sector / Policy / Civic shows 80 visible agenda rows from neurips.cc and scores 46/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through and...

Public Sector / Policy / CivicLead or Directory SourceGES 4680 Agenda ItemsPublication PolishedLead/source Warning

Source: neurips.cc

This lead or directory source in Technology / AI / Startup shows 51 visible agenda rows from strategicmanagement.net and scores 46/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow...

Technology / AI / StartupLead or Directory SourceGES 4651 Agenda ItemsPublication PolishedLead/source Warning

Source: strategicmanagement.net

This lead or directory source in Technology / AI / Startup shows 42 visible agenda rows from strategicmanagement.net and scores 46/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow...

Technology / AI / StartupLead or Directory SourceGES 4642 Agenda ItemsPublication PolishedLead/source Warning

Source: strategicmanagement.net

This lead or directory source in Technology / AI / Startup shows 31 visible agenda rows from exchange-summit.com and scores 46/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Network Design; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 4631 Agenda ItemsPublication PolishedLead/source Warning

Source: exchange-summit.com

This lead or directory source in Technology / AI / Startup shows 16 visible agenda rows from meetings.informs.org and scores 46/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Evidence...

Technology / AI / StartupLead or Directory SourceGES 4616 Agenda ItemsPublication PolishedLead/source Warning

Source: meetings.informs.org

This lead or directory source in Trade Show / Expo shows 80 visible agenda rows from icml.cc and scores 45/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through and Network Design....

Trade Show / ExpoLead or Directory SourceGES 4580 Agenda ItemsPublication PolishedLead/source Warning

Source: icml.cc

This lead or directory source in Health / Wellness / Sports shows 80 visible agenda rows from conferences.beckershospitalreview.com and scores 45/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are...

Health / Wellness / SportsLead or Directory SourceGES 4580 Agenda ItemsPublication PolishedLead/source Warning

Source: conferences.beckershospitalreview.com

This lead or directory source in Technology / AI / Startup shows 80 visible agenda rows from cvpr.thecvf.com and scores 45/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Participation Architecture; the main limits are Follow Through...

Technology / AI / StartupLead or Directory SourceGES 4580 Agenda ItemsPublication PolishedLead/source Warning

Source: cvpr.thecvf.com

This lead or directory source in Technology / AI / Startup shows 80 visible agenda rows from neurips.cc and scores 45/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through and Problem...

Technology / AI / StartupLead or Directory SourceGES 4580 Agenda ItemsPublication PolishedLead/source Warning

Source: neurips.cc

This lead or directory source in Technology / AI / Startup shows 80 visible agenda rows from neurips.cc and scores 45/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main limits are Follow Through and Network...

Technology / AI / StartupLead or Directory SourceGES 4580 Agenda ItemsPublication PolishedLead/source Warning

Source: neurips.cc

This lead or directory source in Technology / AI / Startup shows 31 visible agenda rows from exchange-summit.com and scores 45/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Network Design; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 4531 Agenda ItemsPublication PolishedLead/source Warning

Source: exchange-summit.com

This lead or directory source in Technology / AI / Startup shows 23 visible agenda rows from pages.qlik.com and scores 44/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Personalization and Future-of-Work Fit; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 4423 Agenda ItemsPublication PolishedLead/source Warning

Source: pages.qlik.com

This lead or directory source in Trade Show / Expo shows 80 visible agenda rows from icml.cc and scores 43/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through and Network Design....

Trade Show / ExpoLead or Directory SourceGES 4380 Agenda ItemsPublication PolishedLead/source Warning

Source: icml.cc

This lead or directory source in Technology / AI / Startup shows 57 visible agenda rows from lss26.sched.com and scores 43/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Network Design; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 4357 Agenda ItemsPublication PolishedLead/source Warning

Source: lss26.sched.com

This lead or directory source in Education / Training / Career shows 55 visible agenda rows from county.org and scores 43/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Personalization; the main limits are Follow Through and...

Education / Training / CareerLead or Directory SourceGES 4355 Agenda ItemsPublication PolishedLead/source Warning

Source: county.org

This lead or directory source in Technology / AI / Startup shows 40 visible agenda rows from strategicmanagement.net and scores 43/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through...

Technology / AI / StartupLead or Directory SourceGES 4340 Agenda ItemsPublication PolishedLead/source Warning

Source: strategicmanagement.net

This lead or directory source in Technology / AI / Startup shows 31 visible agenda rows from exchange-summit.com and scores 42/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Follow Through...

Technology / AI / StartupLead or Directory SourceGES 4231 Agenda ItemsPublication PolishedLead/source Warning

Source: exchange-summit.com

This lead or directory source in Culture / Media / Festival shows 5 visible agenda rows from eventbrite.sg and scores 42/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow Through...

Culture / Media / FestivalLead or Directory SourceGES 425 Agenda ItemsPublication PolishedLead/source Warning

Source: eventbrite.sg

This lead or directory source in Public Sector / Policy / Civic shows 78 visible agenda rows from cns2026.sched.com and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through...

Public Sector / Policy / CivicLead or Directory SourceGES 4178 Agenda ItemsPublication PolishedLead/source Warning

Source: cns2026.sched.com

This lead or directory source in Technology / AI / Startup shows 30 visible agenda rows from exchange-summit.com and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 4130 Agenda ItemsPublication PolishedLead/source Warning

Source: exchange-summit.com

This lead or directory source in Culture / Media / Festival shows 19 visible agenda rows from unboundbookfestival.com and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are...

Culture / Media / FestivalLead or Directory SourceGES 4119 Agenda ItemsPublication PolishedLead/source Warning

Source: unboundbookfestival.com

This lead or directory source in Education / Training / Career shows 11 visible agenda rows from events.educause.edu and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Network Design; the main limits are Follow...

Education / Training / CareerLead or Directory SourceGES 4111 Agenda ItemsPublication PolishedLead/source Warning

Source: events.educause.edu

This lead or directory source in Public Sector / Policy / Civic shows 10 visible agenda rows from calcities.org and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow...

Public Sector / Policy / CivicLead or Directory SourceGES 4110 Agenda ItemsPublication PolishedLead/source Warning

Source: calcities.org

This lead or directory source in Public Sector / Policy / Civic shows 9 visible agenda rows from escweb.net and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow Through...

Public Sector / Policy / CivicLead or Directory SourceGES 419 Agenda ItemsLead/source Warning

Source: escweb.net

This lead or directory source in Technology / AI / Startup shows 80 visible agenda rows from iclr.cc and scores 40/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main limits are Follow Through and Network...

Technology / AI / StartupLead or Directory SourceGES 4080 Agenda ItemsPublication PolishedLead/source Warning

Source: iclr.cc

This lead or directory source in Technology / AI / Startup shows 80 visible agenda rows from icml.cc and scores 40/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through and Network...

Technology / AI / StartupLead or Directory SourceGES 4080 Agenda ItemsPublication PolishedLead/source Warning

Source: icml.cc

This lead or directory source in Technology / AI / Startup shows 46 visible agenda rows from fiercejpmweek.com and scores 40/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 4046 Agenda ItemsPublication PolishedLead/source Warning

Source: fiercejpmweek.com

This lead or directory source in Unknown shows 80 visible agenda rows from cvpr.thecvf.com and scores 39/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main limits are Follow Through and Network Design. Visible mechanisms...

UnknownLead or Directory SourceGES 3980 Agenda ItemsLead/source Warning

Source: cvpr.thecvf.com

This lead or directory source in Technology / AI / Startup shows 80 visible agenda rows from iclr.cc and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through and Participation...

Technology / AI / StartupLead or Directory SourceGES 3880 Agenda ItemsPublication PolishedLead/source Warning

Source: iclr.cc

This lead or directory source in Unknown shows 80 visible agenda rows from icml.cc and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through and Network Design. Visible mechanisms include...

UnknownLead or Directory SourceGES 3880 Agenda ItemsLead/source Warning

Source: icml.cc

This lead or directory source in Education / Training / Career shows 80 visible agenda rows from icml.cc and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Participation Architecture; the main limits are Follow Through and Network...

Education / Training / CareerLead or Directory SourceGES 3880 Agenda ItemsPublication PolishedLead/source Warning

Source: icml.cc

This lead or directory source in Technology / AI / Startup shows 67 visible agenda rows from mladlacon2026.sched.com and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Network Design; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 3867 Agenda ItemsPublication PolishedLead/source Warning

Source: mladlacon2026.sched.com

This lead or directory source in Education / Training / Career shows 49 visible agenda rows from ashe.org and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow Through and Network...

Education / Training / CareerLead or Directory SourceGES 3849 Agenda ItemsLead/source Warning

Source: ashe.org

This lead or directory source in Culture / Media / Festival shows 35 visible agenda rows from escweb.net and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow Through and Network...

Culture / Media / FestivalLead or Directory SourceGES 3835 Agenda ItemsPublication PolishedLead/source Warning

Source: escweb.net

This lead or directory source in Technology / AI / Startup shows 30 visible agenda rows from stemsummerinstitute2026.sched.com and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through...

Technology / AI / StartupLead or Directory SourceGES 3830 Agenda ItemsPublication PolishedLead/source Warning

Source: stemsummerinstitute2026.sched.com

This lead or directory source in Technology / AI / Startup shows 19 visible agenda rows from events.educause.edu and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 3819 Agenda ItemsPublication PolishedLead/source Warning

Source: events.educause.edu

This lead or directory source in Technology / AI / Startup shows 18 visible agenda rows from ir4project.org and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Problem Specificity; the main limits are Network Design and Follow...

Technology / AI / StartupLead or Directory SourceGES 3818 Agenda ItemsPublication PolishedLead/source Warning

Source: ir4project.org

This lead or directory source in Education / Training / Career shows 11 visible agenda rows from atlas.icaci.org and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow Through and...

Education / Training / CareerLead or Directory SourceGES 3811 Agenda ItemsPublication PolishedLead/source Warning

Source: atlas.icaci.org

This lead or directory source in Unknown shows 80 visible agenda rows from iclr.cc and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through and Network Design. Visible mechanisms include...

UnknownLead or Directory SourceGES 3780 Agenda ItemsLead/source Warning

Source: iclr.cc

This lead or directory source in Public Sector / Policy / Civic shows 80 visible agenda rows from ncsl.org and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Follow Through and Participation...

Public Sector / Policy / CivicLead or Directory SourceGES 3780 Agenda ItemsPublication PolishedLead/source Warning

Source: ncsl.org

This lead or directory source in Technology / AI / Startup shows 51 visible agenda rows from e-rechnungsgipfel.de and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Network Design and Future-of-Work Fit; the main limits are Follow Through and Participation...

Technology / AI / StartupLead or Directory SourceGES 3751 Agenda ItemsPublication PolishedLead/source Warning

Source: e-rechnungsgipfel.de

This lead or directory source in Health / Wellness / Sports shows 49 visible agenda rows from conference.icma.org and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Network Design; the main limits are Follow Through and Problem...

Health / Wellness / SportsLead or Directory SourceGES 3749 Agenda ItemsPublication PolishedLead/source Warning

Source: conference.icma.org

This lead or directory source in Nonprofit / Social Impact shows 28 visible agenda rows from conference.housingca.org and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Participation Architecture; the main limits are Follow Through...

Nonprofit / Social ImpactLead or Directory SourceGES 3728 Agenda ItemsPublication PolishedLead/source Warning

Source: conference.housingca.org

This lead or directory source in Public Sector / Policy / Civic shows 27 visible agenda rows from gathering.strongtowns.org and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Network Design; the main limits are Follow Through and...

Public Sector / Policy / CivicLead or Directory SourceGES 3727 Agenda ItemsPublication PolishedLead/source Warning

Source: gathering.strongtowns.org

This lead or directory source in Technology / AI / Startup shows 27 visible agenda rows from cs5global.org and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Network Design; the main limits are Follow Through and Evidence...

Technology / AI / StartupLead or Directory SourceGES 3727 Agenda ItemsPublication PolishedLead/source Warning

Source: cs5global.org

This lead or directory source in Business / Finance / Marketing shows 11 visible agenda rows from eventbrite.com and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Personalization; the main limits are Follow Through and...

Business / Finance / MarketingLead or Directory SourceGES 3711 Agenda ItemsLead/source Warning

Source: eventbrite.com

This lead or directory source in Nonprofit / Social Impact shows 7 visible agenda rows from charitycomms.org.uk and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow Through and...

Nonprofit / Social ImpactLead or Directory SourceGES 377 Agenda ItemsPublication PolishedLead/source Warning

Source: charitycomms.org.uk

This lead or directory source in Technology / AI / Startup shows 33 visible agenda rows from ai-expo.net and scores 36/100: a thin but inspectable design signal. The clearest public signals sit in Problem Specificity and Future-of-Work Fit; the main limits are Follow Through and Participation...

Technology / AI / StartupLead or Directory SourceGES 3633 Agenda ItemsPublication PolishedLead/source Warning

Source: ai-expo.net

This lead or directory source in Nonprofit / Social Impact shows 14 visible agenda rows from philanthropynewyork.org and scores 36/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Network Design and...

Nonprofit / Social ImpactLead or Directory SourceGES 3614 Agenda ItemsPublication PolishedLead/source Warning

Source: philanthropynewyork.org

How To Read The Corpus

The site is built for readers first: plain terms, source links, visible limitations, and role-specific next steps.

Agenda records

Source pages or agenda slices captured from public event sites. One large event may produce several records.

Event groups

Deduplicated clusters that gather related agenda, day, track, session, and source pages for one event.

GES

The Gathering Effectiveness Score: a strict 0-100 public-evidence reading of visible outcome architecture, not an award or causal proof claim.

Primary source

The source URL is the evidence trail. Open it before using a record for decisions, sponsorship, research, or comparison.

Choose Your Path

The same corpus answers different questions depending on whether you own, fund, design, sponsor, or package events.

Answer Engine Notes

What is this review queue?

Directory, registration, speaker, sponsor, or other weak-source records.

Why is it public?

The site is designed to show the evidence boundary, not only promote strong examples.